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Course: ECE 478, Fall 2009
School: Oregon State University
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Cryptosystems Why Fail Ross Anderson University Computer Laboratory Pembroke Street, Cambridge CB2 3QG Email: rja14@cl.cam.ac.uk Abstract Designers of cryptographic systems are at a disadvantage to most other engineers, in that information on how their systems fail is hard to get: their major users have traditionally been government agencies, which are very secretive about their mistakes. In this article, we...

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Cryptosystems Why Fail Ross Anderson University Computer Laboratory Pembroke Street, Cambridge CB2 3QG Email: rja14@cl.cam.ac.uk Abstract Designers of cryptographic systems are at a disadvantage to most other engineers, in that information on how their systems fail is hard to get: their major users have traditionally been government agencies, which are very secretive about their mistakes. In this article, we present the results of a survey of the failure modes of retail banking systems, which constitute the next largest application of cryptology. It turns out that the threat model commonly used by cryptosystem designers was wrong: most frauds were not caused by cryptanalysis or other technical attacks, but by implementation errors and management failures. This suggests that a paradigm shift is overdue in computer security; we look at some of the alternatives, and see some signs that this shift may be getting under way. 1 Introduction Cryptology, the science of code and cipher systems, is used by governments, banks and other organisations to keep information secure. It is a complex subject, and its national security overtones may invest it with a certain amount of glamour, but we should never forget that information security is at heart an engineering problem. The hardware and software products which are designed to solve it should in principle be judged in the same way as any other products: by their cost and e ectiveness. However, the practice of cryptology di ers from, say, that of aeronautical engineering in a rather striking way: there is almost no public feedback about how cryptographic systems fail. When an aircraft crashes, it is front page news. Teams Permission to copy all or part of this material is given provided that the copies are not made or distributed for direct commercial advantage, the ACM copyright notice and the title of the publication and its date appear, and notice is given that copying is by permission of the Association for Computing Machinery. To copy otherwise, or to republish, requires a fee and or speci c permission. 1st Conf.- Computer and Comm. Security '93 11 93 VA, USA c 1993 ACM 0-89791-629-8 93 0011 ... $1.50 of investigators rush to the scene, and the subsequent enquiries are conducted by experts from organisations with a wide range of interests - the carrier, the insurer, the manufacturer, the airline pilots' union, and the local aviation authority. Their ndings are examined by journalists and politicians, discussed in pilots' messes, and passed on by ying instructors. In short, the ying community has a strong and institutionalised learning mechanism. This is perhaps the main reason why, despite the inherent hazards of ying in large aircraft, which are maintained and piloted by fallible human beings, at hundreds of miles an hour through congested airspace, in bad weather and at night, the risk of being killed on an air journey is only about one in a million. In the crypto community, on the other hand, there is no such learning mechanism. The history of the subject K1 , W1 shows the same mistakes being made over and over again; in particular, poor management of codebooks and cipher machine procedures enabled many communication networks to be broken. Kahn relates, for example K1, p 484 , that Norway's rapid fall in the second world war was largely due to the fact that the British Royal Navy's codes had been solved by the German Beobachtungsdienst - using exactly the same techniques that the Royal Navy's own `Room 40' had used against Germany in the previous war. Since world war two, a curtain of silence has descended on government use of cryptography. This is not surprising, given not just the cold war, but also the reluctance of bureaucrats in whatever organisation to admit their failures. But it does put the cryptosystem designer at a severe disadvantage compared with engineers working in other disciplines; the post-war years are precisely the period in which modern cryptographic systems have been developed and brought into use. It is as if accident reports were only published for piston-engined aircraft, and the causes of all jet aircraft crashes were kept a state secret. 2 Automatic Teller Machines To discover out how modern cryptosystems are vulnerable in practice, we have to study their use elsewhere. After government, the next biggest application is in banking, and evolved to protect automatic teller machines ATMs from fraud. In some countries including the USA, the banks have to carry the risks associated with new technology. Following a legal precedent, in which a bank customer's word that she had not made a withdrawal was found to outweigh the banks' experts' word that she must have done JC , the US Federal Reserve passed regulations which require banks to refund all disputed transactions unless they can prove fraud by the customer E . This has led to some minor abuse - misrepresentations by customers are estimated to cost the average US bank about $15,000 a year W2 - but it has helped promote the development of security technologies such as cryptology and video. In Britain, the regulators and courts have not yet been so demanding, and despite a parliamentary commission of enquiry which found that the PIN system was insecure J1 , bankers simply deny that their systems are ever at fault. Customers who complain about debits on their accounts for which they were not responsible - so-called `phantom withdrawals' - are told that they are lying, or mistaken, or that they must have been defrauded by their friends or relatives. The most visible result in the UK has been a string of court cases, both civil and criminal. The pattern which emerges leads us to suspect that there may have been a number of miscarriages of justice over the years. A teenage girl in Ashton under Lyme was convicted in 1985 of stealing $40 from her father. She pleaded guilty on the advice of her lawyers that she had no defence, and then disappeared; it later turned out that there had been never been a theft, but merely a clerical error by the bank MBW A She eld police sergeant was charged with theft in November 1988 and suspended for almost a year after a phantom withdrawal took place on a card he had con scated from a suspect. He was lucky in that his colleagues tracked down the lady who had made the transaction after the disputed one; her eyewitness testimony cleared him Charges of theft against an elderly lady in Plymouth were dropped after our enquiries showed that the bank's computer security systems were a shambles In East Anglia alone, we are currently advising lawyers in two cases where people are awaiting trial for alleged thefts, and where the circumstances give reason to believe that `phantom withdrawals' were actually to blame. Finally, in 1992, a large class action got underway in the High Court in London MB , in which hundreds of plainti s seek to recover damages from various banks and building societies. We were retained by the plainti s to provide expert advice, and accordingly conducted some research during 1992 into the actual and possible failure modes of automatic teller machine systems. This involved interviewing former bank employees and criminals, analysing statements from plainti s and other victims of ATM fraud, and searching the literature. We were also able to draw on experience gained during the mid-80's on designing cryptographic equipment for the nancial sector, and advising clients overseas on its use. We shall now examine some of the ways in which ATM systems have actually been defrauded. We will then compare them with how the designers thought their products might in theory be vulnerable, and see what lessons can be drawn. Some material has had to be held back for legal reasons, and in particular we do not identify all the banks whose mistakes we discuss. This information should be provided by witnesses at trial, and its absence here should have no e ect on the points we wish to make. 3 How ATM Fraud Takes Place We will start with some simple examples which indicate the variety of frauds that can be carried out without any great technical sophistication, and the bank operating procedures which let them happen. For the time being, we may consider that the magnetic strip on the customer's card contains only his account number, and that his personal identi cation number PIN is derived by encrypting this account number and taking four digits from the result. Thus the ATM must be able to perform this encryption operation, or to check the PIN in some other way such as by an online enquiry. 3.1 Some simple examples 1. Many frauds are carried out with some inside knowledge or access, and ATM fraud turns out to be no exception. Banks in the English speaking world dismiss about one percent of their sta every year for disciplinary reasons, and many of these sackings are for petty thefts in which ATMs can easily be involved. A bank with 50,000 sta , which issued cards and PINs through the branches rather than by post, might expect about two incidents per business day of sta stealing cards and PINs. In a recent case, a housewife from Hastings, England, had money stolen from her account by a bank clerk who issued an extra card for it. The bank's systems not only failed to prevent this, but also had the feature that whenever a cardholder got a statement from an ATM, the items on it would not subsequently appear on the full statements sent to the account address. This enabled the clerk to see to it that she did not get any statement showing the thefts he had made from her account. This was one of the reasons he managed to make 43 withdrawals of $200 each; the other was that when she did at last complain, she was not believed. In fact she was subjected to harrassment by the bank, and the thief was only discovered because he su ered an attack of conscience and owned up RM . Technical sta also steal clients' money, knowing that complaints will probably be ignored. At one bank in Scotland, a maintenance engineer tted an ATM with a handheld computer, which recorded customers' PINs and account numbers. He then made up counterfeit cards and looted their accounts C1 C2 . Again, customers who complained were stonewalled; and the bank was publicly criticised for this by one of Scotland's top law o cers. One bank issues tellers with cards with which they can withdraw money from branch ATMs and debit any customer account. This may be convenient when the teller station cash runs out, but could lead the sta into temptation. One bank had a well managed system, in which the information systems, electronic banking and internal audit departments cooperated to enforce tight dual control over unissued cards and PINs in the branches. This kept annual theft losses down, e until one day a proteg of the deputy managing director sent a circular to all branches announcing that to cut costs, a number of dual control procedures were being abolished, including that on cards and PINs. This was done without consultation, and without taking any steps to actually save money by reducing sta . Losses increased tenfold; but managers in the a ected departments were unwilling to risk their careers by making a fuss. This seems to be a typical example of how computer security breaks down in real organisations. Most thefts by sta show up as phantom withdrawals at ATMs in the victim's neighbourhood. English banks maintain that a computer security problem would result in a random distribution of transactions round the country, and as most disputed withdrawals happen near the customer's home or place of work, these must be due to cardholder negligence BB . Thus the pattern of complaints which arises from thefts by their own sta only tends to reinforce the banks' complacency about their systems. 2. Outsiders have also enjoyed some success at attacking ATM systems. In a recent case at Winchester Crown Court in England RSH , two men were convicted of a simple but e ective scam. They would stand in ATM queues, observe customers' PINs, pick up the discarded ATM tickets, copy the account numbers from the tickets to blank cards, and use these to loot the customers' accounts. This trick had been used and reported several years previously at a bank in New York. There the culprit was an ATM technician, who had been red, and who managed to steal over $80,000 before the bank saturated the area with security men and caught him in the act. These attacks worked because the banks printed the full account number on the ATM ticket, and because there was no cryptographic redundancy on the magnetic strip. One might have thought that the New York lesson would have been learned, but no: in England, the bank which had been the main victim in the Winchester case only stopped printing the full account number in mid 1992, after the author replicated the fraud on television to warn the public of the risk. Another bank continued printing it into 1993, and was pilloried by journalists who managed to forge a card and use it L1 . Another technical attack relies on the fact that most ATM networks do not encrypt or authenticate the authorisation response to the ATM. This means that an attacker can record a `pay' response from the bank to the machine, and then keep on replaying it until the machine is empty. This technique, known as `jackpotting', is not limited to outsiders - it appears to have been used in 1987 by a bank's operations sta , who used network control devices to jackpot ATMs where accomplices were waiting. Another bank's systems had the feature that when a telephone card was entered at an ATM, it believed that the previous card had been inserted again. Crooks stood in line, observed customers' PINs, and helped themselves. This shows how even the most obscure programming error can lead to serious problems. Postal interception is reckoned to account for 30 of all UK payment card losses A1 , but most banks' postal control procedures are dismal. For example, in February 1992 the author asked for an increased card limit: the bank sent not one, but two, cards and PINs through the post. These cards arrived only a few days after intruders had got hold of our apartment block's mail and torn it up looking for valuables. It turned out that this bank did not have the systems to deliver a card by registered post, or to send it to a branch for collection. Surely they should have noticed that many of their Cambridge customers live in colleges, student residences and apartment buildings which have no secure postal deliveries; and that most of the new students open bank accounts at the start of the academic year in October, when large numbers of cards and PIN mailers are left lying around on staircases and in pigeonholes. Test transactions have been another source of trouble. There was a feature on one make of ATM which would output ten banknotes when a fourteen digit sequence was entered at the keyboard. One bank printed this sequence in its branch manual, and three years later there was a sudden spate of losses. These went on until all the banks using the machine put in a software patch to disable the transaction. The fastest growing modus operandi is to use false terminals to collect customer card and PIN data. Attacks of this kind were rst reported from the USA in 1988; there, crooks built a vending machine which would accept any card and PIN, and dispense a packet of cigarettes. They put their invention in a shopping mall, and harvested PINs and magnetic strip data by modem. A more recent instance of this in Connecticut got substantial press publicity J2 , and the trick has spread to other countries too: in 1992, criminals set up a market stall in High Wycombe, England, and customers who wished to pay for goods by credit card were asked to swipe the card and enter the PIN at a terminal which was in fact hooked up to a PC. At the time of writing, British banks had still not warned their customers of this threat. 3. The point of using a four-digit PIN is that someone who nds or steals another person's ATM card has a chance of only one in ten thousand of guessing the PIN, and if only three attempts are allowed, then the likelihood of a stolen card being misused should be less than one in 3,000. However, some banks have managed to reduce the diversity of a four-digit PIN to much less than 10,000. For example: They may have a scheme which enables PINs to be checked by o ine ATMs and point-of-sale devices without these devices having a full encryption capability. For example, customers of one bank get a credit card PIN with digit one plus digit four equal to digit two plus digit three, and a debit card PIN with one plus three equals two plus four. This means that crooks could use stolen cards in o ine devices by entering a PIN such as 4455. In early 1992, another bank sent its cardholders a letter warning them of the dangers of writing their PIN on their card, and suggested instead that they conceal the PIN in the following way and write it down on a distinctive piece of squared cardboard, which was designed to be kept alongside the ATM card in a wallet or purse. Suppose your PIN is 2256. Choose a four-letter word, say `blue'. Write these four letters down in the second, second, fth and sixth columns of the card respectively: 1 2 b l 3 4 5 6 7 8 9 0 u e and search the database for all other accounts with the same PIN. One large UK bank even wrote the encrypted PIN to the card strip. It took the criminal fraternity fteen years to gure out that you could change the account number on your own card's magnetic strip to that of your target, and then use it with your own PIN to loot his account. In fact, the Winchester pair used this technique as well, and one of them wrote a document about it which appears to have circulated in the UK prison system S ; and there are currently two other men awaiting trial for conspiring to defraud this bank by forging cards. For this reason, VISA recommends that banks should combine the customer's account number with the PIN before encryption VSM . Not all of them do. 5. Despite all these horrors, Britain is by no means the country worst a ected by card forgery. That dubious honour goes to Italy L2 , where losses amount to almost 0.5 of ATM turnover. Banks there are basically su ering from two problems. The rst is a plague of bogus ATMs - devices which look like real ATMs, and may even be real ATMs, but which are programmed to capture customers' card and PIN data. As we saw above, this is nothing new and should have been expected. The second is that Italy's ATMs are generally ofine. This means that anyone can open an account, get a card and PIN, make several dozen copies of the card, and get accomplices to draw cash from a number of di erent ATMs at the same time. This is also nothing new; it was a favourite modus operandi in Britain in the early 1980's W3 . 132AD6409BCA4331, Now ll up the empty boxes with random letters. Easy, isn't it? Of course, there may be only about two dozen four-letter words which can be made up using a given grid of random letters, so a thief's chance of being able to use a stolen card has just increased from 1 in 3,333 to 1 in 8. One small institution issued the same PIN to all its customers, as a result of a simple programming error. In yet another, a programmer arranged things so that only three di erent PINs were issued, with a view to forging cards by the thousand. In neither case was the problem detected until some considerable time had passed: as the live PIN mailers were subjected to strict handling precautions, no member of sta ever got hold of more than his own personal account mailer. 4. Some banks do not derive the PIN from the account number by encryption, but rather chose random PINs or let the customers choose them and then encrypt them for storage. Quite apart from the risk that customers may choose PINs which are easy to guess, this has a number of technical pitfalls. Some banks hold the encrypted PINs on a le. This means that a programmer might observe that the encrypted version of his own PIN is say 3.2 More complex attacks The frauds which we have described so far have all been due to fairly simple errors of implementation and operation. Security researchers have tended to consider such blunders uninteresting, and have therefore concentrated on attacks which exploit more subtle technical weaknesses. Banking systems have a number of these weaknesses too. Although high-tech attacks on banking systems are rare, they are of interest from the public policy point of view, as government initiatives such as the EC's Information Technology Security Evaluation Criteria ITSEC aim to develop a pool of evaluated products which have been certi ed free of known technical loopholes. The basic assumptions behind this program are that implementation and operation will be essentially error-free, and that attackers will possess the technical skills which are available in a government signals security agency. It would therefore seem to be more relevant to military than civilian systems, although we will have more to say on this later. In order to understand how these sophisticated attacks might work, we must look at banking security systems in a little more detail. 3.2.1 How ATM encryption works Most ATMs operate using some variant of a system developed by IBM, which is documented in MM . This uses a secret key, called the `PIN key', to derive the PIN from the account number, by means of a published algorithm known as the Data Encryption Standard, or DES. The result of this operation is called the `natural PIN'; an o set can be added to it in order to give the PIN which the customer must enter. The o set has no real cryptographic function; it just enables customers to choose their own PIN. Here is an example of the process: Account number: PIN key: Result of DES: Result decimalised: Natural PIN: Offset: Customer PIN: 8807012345691715 FEFEFEFEFEFEFEFE A2CE126C69AEC82D 0224126269042823 0224 6565 6789 cryption step, and left the other manipulations to a mainframe computer program, which each bank had to write anew for itself. Thus the security depended on the skill and integrity of each bank's system development and maintenance sta . The standard approach nowadays is to use a device called a security module. This is basically a PC in a safe, and it is programmed to manage all the bank's keys and PINs in such a way that the mainframe programmers only ever see a key or PIN in encrypted form. Banks which belong to the VISA and Mastercard ATM networks are supposed to use security modules, in order to prevent any bank customer's PIN becoming known to a programmer working for another bank the Mastercard security requirements are quoted in MM ; for VISA see VSM . 3.2.2 Problems with encryption products In practice, there are a number of problems with encryption products, whether the old 3848s or the security modules now recommended by banking organisations. No full list of these problems, whether actual or potential, appears to have been published anywhere, but they include at least the following which have come to our notice: 1. Although VISA and Mastercard have about 10,000 member banks in the USA and at least 1,000 of these do their own processing, enquiries to security module salesmen reveal that only 300 of these processing centres had actually bought and installed these devices by late 1990. The rst problem is thus that the hardware version of the product does not get bought at all, either because it is felt to be too expensive, or because it seems to be too di cult and time-consuming to install, or because it was not supplied by IBM whose own security module product, the 4753, only became available in 1990. Where a bank has no security modules, the PIN encryption functions will typically be performed in software, with a number of undesirable consequences. The rst, and obvious, problem with software PIN encryption is that the PIN key can be found without too much e ort by system programmers. In IBM's product, PCF, the manual even tells how to do this. Once armed with the PIN key, programmers can easily forge cards; and even if the bank installs security modules later, the PIN key is so useful for debugging the systems which support ATM networking that knowledge of it is likely to persist among the programming sta for years afterward. Programmers at one bank did not even go to the trouble of setting up master keys for its encryption software. They just directed the key pointers to an area of low memory which is always zero at system startup. The e ect of this was that the live and test systems could use the same cryptographic key dataset, and the bank's technicians found that they could work out customer PINs on their test equipment. Some of them used to charge the local underworld to calculate PINs on It is clear that the security of the system depends on keeping the PIN key absolutely secret. The usual strategy is to supply a `terminal key' to each ATM in the form of two printed components, which are carried to the branch by two separate o cials, input at the ATM keyboard, and combined to form the key. The PIN key, encrypted under this terminal key, is then sent to the ATM by the bank's central computer. If the bank joins a network, so that customers of other banks can use its ATMs, then the picture becomes more complex still. `Foreign' PINs must be encrypted at the ATM using a `working' key it shares with its own bank, where they are decrypted and immediately re-encrypted using another working key shared with the card issuing bank. These working keys in turn have to be protected, and the usual arrangement is that a bank will share a `zone key' with other banks or with a network switch, and use this to encrypt fresh working keys which are set up each morning. It may also send a fresh working key every day to each of its ATMs, by encrypting it under the ATM's terminal key. A much fuller description of banking security systems can be found in books such as DP and MM , and in equipment manuals such as VSM and NSM . All we really need to know is that a bank has a number of keys which it must keep secret. The most important of these is of course the PIN key, as anyone who gets hold of this can forge a card for any customer's account; but other keys such as terminal keys, zone keys and working keys could also be used, together with a wiretap, to nd out customer PINs in large numbers. Keeping keys secret is only part of the problem. They must also be available for use at all times by authorised processes. The PIN key is needed all the time to verify transactions, as are the current working keys; the terminal keys and zone keys are less critical, but are still used once a day to set up new working keys. The original IBM encryption products, such as PCF and the 3848, did not solve the problem: they only did the en- stolen cards; when the bank's security manager found that this was going on, he was killed in a road accident of which the local police conveniently lost the records. The bank has not bothered to send out new cards to its customers. 2. The `buy-IBM-or-else' policy of many banks has backred in more subtle ways. One bank had a policy that only IBM 3178 terminals could be purchased, but the VISA security modules they used could not talk to these devices they needed DEC VT 100s instead. When the bank wished to establish a zone key with VISA using their security module, they found they had no terminal which would drive it. A contractor obligingly lent them a laptop PC, together with software which emulated a VT100. With this the various internal auditors, senior managers and other bank dignitaries duly created the required zone keys and posted them o to VISA. However, none of them realised that most PC terminal emulation software packages can be set to log all the transactions passing through, and this is precisely what the contractor did. He captured the clear zone key as it was created, and later used it to decrypt the bank's PIN key. Fortunately for them and VISA, he did this only for fun and did not plunder their network or so he claims. 3. Not all security products are equally good, and very few banks have the expertise to tell the good ones from the mediocre. The security module's software may have trapdoors left for the convenience of the vendor's engineers. We only found this out because one bank had no proper ATM test environment; when it decided to join a network, the vendor's systems engineer could not get the gateway working, and, out of frustration, he used one of these tricks to extract the PIN key from the system, in the hope that this would help him nd the problem. The existence of such trapdoors makes it impossible to devise e ective control procedures over security modules, and we have so far been lucky that none of these engineers have tried to get into the card forgery business or been forced to cooperate with organised crime. Some brands of security module make particular attacks easier. Working keys may, for example, be generated by encrypting a time-of-day clock and thus have only 20 bits of diversity rather than the expected 56. Thus, according to probability theory, it is likely that once about 1,000 keys have been generated, there will be two of them which are the same. This makes possible a number of subtle attacks in which the enemy manipulates the bank's data communications so that transactions generated by one terminal seem to be coming from another. A security module's basic purpose is to prevent programmers, and sta with access to the computer room, from getting hold of the bank's cryptographic keys. However, the `secure' enclosure in which the module's electronics is packaged can often be penetrated by cutting or drilling. The author has even helped a bank to do this, when it lost the physical key for its security modules. A common make of security module implements the tamper-protection by means of wires which lead to the switches. It would be trivial for a maintenance engineer to cut these, and then next time he visited that bank he would be able to extract clear keys. Security modules have their own master keys for internal use, and these keys have to backed up somewhere. The backup is often in an easily readable form, such as PROM chips, and these may need to be read from time to time, such as when transferring control over a set of zone and terminal keys from one make of security module to another. In such cases, the bank is competely at the mercy of the experts carrying out the operation. ATM design is also at issue here. Some older makes put the encryption in the wrong place - in the controller rather than in the dispenser itself. The controller was intended to sit next to the dispenser inside a branch, but many ATMs are no longer anywhere near a bank building. One UK university had a machine on campus which sent clear PINs and account data down a phone line to a controller in its mother branch, which is several miles away in town. Anyone who borrowed a datascope and used it on this line could have forged cards by the thousand. 4. Even where one of the better products is purchased, there are many ways in which a poor implementation or sloppy operating procedures can leave the bank exposed. Most security modules return a whole range of response codes to incoming transactions. A number of these, such as `key parity error' VSM give advance warning that a programmer is experimenting with a live module. However, few banks bother to write the device driver software needed to intercept and act on these warnings. We know of cases where a bank subcontracted all or part of its ATM system to a `facilities management' rm, and gave this rm its PIN key. There have also been cases where PIN keys have been shared between two or more banks. Even if all bank sta could be trusted, outside rms may not share the banks' security culture: their sta are not always vetted, are not tied down for life with cheap mortgages, and are more likely to have the combination of youth, low pay, curiosity and recklessness which can lead to a novel fraud being conceived and carried out. Key management is usually poor. We have experience of a maintenance engineer being given both of the PROMs in which the security module master keys are stored. Although dual control procedures existed in theory, the sta had turned over since the PROMs were last used, and so noone had any idea what to do. The engineer could not only have forged cards; he could have walked o with the PROMs and shut down all the bank's ATM operations. At branch level, too, key management is a problem. As we have seen, the theory is that two bankers type in one key component each, and these are combined to give a terminal master key; the PIN key, encrypted under this terminal master key, is then sent to the ATM during the rst service transaction after maintenance. If the maintenance engineer can get hold of both the key components, he can decrypt the PIN key and forge cards. In practice, the branch managers who have custody of the keys are quite happy to give them to him, as they don't like standing around while the machine is serviced. Furthermore, entering a terminal key component means using a keyboard, which many older managers consider to be beneath their dignity. We have accounts of keys being kept in open correspondence les, rather than being locked up. This applies not just to ATM keys, but also to keys for interbank systems such as SWIFT, which handles transactions worth billions. It might be sensible to use initialisation keys, such as terminal keys and zone keys, once only and then destroy them. Underlying many of these control failures is poor design psychology. Bank branches and computer centres have to cut corners to get the day's work done, and only those control procedures whose purpose is evident are likely to be strictly observed. For example, sharing the branch safe keys between the manager and the accountant is well understood: it protects both of them from having their families taken hostage. Cryptographic keys are often not packaged in as user-friendly a way, and are thus not likely to be managed as well. Devices which actually look like keys along the lines of military crypto ignition keys may be part of the answer here. We could write at great length about improving operational procedures this is not a threat!, but if the object of the exercise is to prevent any cryptographic key from falling into the hands of someone who is technically able to abuse it, then this should be stated as an explicit objective in the manuals and training courses. `Security by obscurity' often does more harm than good. 5. Cryptanalysis may be one of the less likely threats to banking systems, but it cannot be completely ruled out. Some banks including large and famous ones are still using home-grown encryption algorithms of a pre-DES vintage. One switching network merely `scrambled' data blocks by adding a constant to them; this went unprotested for ve years, despite the network having over forty member banks all of whose insurance assessors, auditors and security consultants presumably read through the system speci cation. In one case, the two defendants tried to entice a university student into helping them break a bank's proprietary algorithm. This student was studying at a maths department where teaching and research in takes cryptology place, so the skills and the reference books were indeed available. Fortunately for the bank, the student went to the police and turned them in. Even where a `respectable' algorithm is used, it may be implemented with weak parameters. For example, banks have implemented RSA with key sizes between 100 and 400 bits, despite the fact that they key needs to be at least 500 bits to give any real margin of security. Even with the right parameters, an algorithm can easily be implemented the wrong way. We saw above how writing the PIN to the card track is useless, unless the encryption is salted with the account number or otherwise tied to the individual card; there are many other subtle errors which can be made in designing cryptographic protocols, and the study of them is a whole discipline of itself BAN . In fact, there is open controversy about the design of a new banking encryption standard, ISO 11166, which is already in use by some 2,000 banks worldwide R . It is also possible to nd a DES key by brute force, by trying all the possible encryption keys until you nd the one which the target bank uses. The protocols used in international networks to encrypt working keys under zone keys make it easy to attack a zone key in this way: and once this has been solved, all the PINs sent or received by that bank on the network can be decrypted. A recent study by researchers at a Canadian bank GO concluded that this kind of attack would now cost about $30,000 worth of specialist computer time per zone key. It follows that it is well within the resources of organised crime, and could even be carried out by a reasonably well heeled individual. If, as seems likely, the necessary specialist computers have been built by the intelligence agencies of a number of countries, including countries which are now in a state of chaos, then there is also the risk that the custodians of this hardware could misuse it for private gain. 3.2.3 The consequences for bankers The original goal of ATM crypto security was that no systematic fraud should be possible without the collusion of at least two bank sta NSM . Most banks do not seem to have achieved this goal, and the reasons have usually been implementation blunders, ramshackle administration, or both. The technical threats described in section 3.2.2 above are the ones which most exercised the cryptographic equipment industry, and which their products were designed to prevent. However, only two of the cases in that section actually resulted in losses, and both of those can just as easily be classed as implementation failures. The main technical lessons for bankers are that competent consultants should have been hired, and much greater emphasis should have been placed on quality control. This is urgent for its own sake: for in addition to fraud, errors also cause a signi cant number of disputed ATM transactions. All systems of any size su er from program bugs and operational blunders: banking systems are certainly no exception, as anyone who has worked in the industry will be aware. Branch accounting systems tend to be very large and complex, with many interlocking modules which have evolved over decades. Inevitably, some transactions go astray: debits may get duplicated or posted to the wrong account. This will not be news to nancial controllers of large companies, who employ sta to reconcile their bank accounts. When a stray debit appears, they demand to see a voucher for it, and get a refund from the bank when this cannot be produced. However, the ATM customer with a complaint has no such recourse; most bankers outside the USA just say that their systems are infallible. This policy carries with it a number of legal and administrative risks. Firstly, there is the possibility that it might amount to an o ence, such as conspiracy to defraud; secondly, it places an unmeetable burden of proof on the customer, which is why the US courts struck it down JC , and courts elsewhere may follow their lead; thirdly, there is a moral hazard, in that sta are encouraged to steal by the knowledge that they are unlikely to be caught; and fourthly, there is an intelligence failure, as with no central records of customer complaints it is not possible to monitor fraud patterns properly. The business impact of ATM losses is therefore rather hard to quantify. In the UK, the Economic Secretary to the Treasury the minister responsible for bank regulation claimed in June 1992 that errors a ected at most two ATM transactions out of the three million which take place every day B ; but under the pressure of the current litigation, this gure has been revised, rstly to 1 in 250,000, then 1 in 100,000, and lately to 1 in 34,000 M1 . As customers who complain are still chased away by branch sta , and since a lot of people will just fail to notice one-o debits, our best guess is that the real gure is about 1 in 10,000. Thus, if an average customer uses an ATM once a week for 50 years, we would expect that about one in four customers will experience an ATM problem at some time in their lives. Bankers are thus throwing away a lot of goodwill, and their failure to face up to the problem may undermine con dence in the payment system and contribute to unpopularity, public pressure and ultimately legislation. While they consider their response to this, they are not only under re in the press and the courts, but are also saddled with systems which they built from components which were not understood, and whose administrative support requirements have almost never been adequately articulated. This is hardly the environment in which a clear headed and sensible strategy is likely to emerge. 3.3 The implications for equipment vendors Equipment vendors will argue that real security expertise is only to be found in universities, government departments, one or two specialist consultancy rms, and in their design labs. Because of this skill shortage, only huge projects will have a capable security expert on hand during the whole of the development and implementation process. Some projects may get a short consultancy input, but the majority will have no specialised security e ort at all. The only way in which the experts' knowhow can be brought to market is therefore in the form of products, such as hardware devices, software packages and training courses. If this argument is accepted, then our research implies that vendors are currently selling the wrong products, and governments are encouraging this by certifying these products under schemes like ITSEC. As we have seen, the suppliers' main failure is that they overestimate their customers' level of cryptologic and security design sophistication. IBM's security products, such as the 3848 and the newer 4753, are a good case in point: they provide a fairly raw encryption capability, and leave the application designer to worry about protocols and to integrate the cryptographic facilities with application and system software. This may enable IBM to claim that a 4753 will do any cryptographic function that is required, that it can handle both military and civilian security requirements and that it can support a wide range of security architectures JDKLM ; but the hidden cost of this exibility is that almost all their customers lack the skills to do a proper job, and end up with systems which have bugs. A second problem is that those security functions which have to be implemented at the application level end up being neglected. For example, security modules provide a warning message if a decrypted key has the wrong parity, which would let the bank know that someone is experimenting with the system; but there is usually no mainframe software to relay this warning to anyone who can act on it. The third reason why equipment designers should be on guard is that the threat environment is not constant, or even smoothly changing. In many countries, organised crime ignored ATMs for many years, and losses remained low; once they took an interest, the e ect was dramatic BAB . In fact, we would not be too surprised if the Ma a were to build a keysearch machine to attack the zone keys used in ATM networks. This may well not happen, but banks and their suppliers should work out how to react if it does. A fourth problem is that sloppy quality control can make the whole exercise pointless. A supplier of equipment whose purpose is essentially legal rather than military may at any time be the subject of an order for disclosure or discovery, and have his design notes, source code and test data seized for examination by hostile expert witnesses. If they nd aws, and the case is then lost, the supplier could face ruinous claims for damages from his client. This may be a more hostile threat environment than that faced by any military supplier, but the risk does not seem to be appreciated by the industry. In any case, it appears that implementing secure computer systems using the available encryption products is beyond most organisations' capabilities, as indeed is maintaining and managing these systems once they have been installed. Tackling this problem will require: a system level approach to designing and evaluating security. This is the important question, which we will discuss in the next section a certi cation process which takes account of the human environment in which the system will operate. This is the urgent question. The urgency comes from the fact that many companies and government departments will continue to buy whatever products have been recommended by the appropriate authority, and then, because they lack the skill to implement and manage the security features, they will use them to build systems with holes. This outcome is a failure of the certi cation process. One would not think highly of an inspector who certi ed the Boeing 747 or the Sukhoi Su-26 for use as a basic trainer, as these aircraft take a fair amount of skill to y. The aviation community understands this, and formalises it through a hierarchy of licences - from the private pilot's licence for beginners, through various commercial grades, to the airline licence which is a legal requirement for the captain of any scheduled passenger ight. In the computer security community, however, this has not happened yet to any great extent. There are some quali cations such as Certi ed Information Systems Auditor which are starting to gain recognition, especially in the USA, but most computer security managers and sta cannot be assumed to have had any formal training in the subject. There are basically three courses of action open to equipment vendors: to design products which can be integrated into systems, and thereafter maintained and managed, by computer sta with a realistic level of expertise to train and certify the client personnel who will implement the product into a system, and to provide enough continuing support to ensure that it gets maintained and managed adequately to supply their own trained and bonded personnel to implement, maintain and manage the system. The ideal solution may be some combination of these. For example, a vendor might perform the implementation with its own sta ; train the customer's sta to manage the system thereafter; and design the product so that the only maintenance possible is the replacement of complete units. However, vendors and their customers should be aware that both the second and third of the above options carry a signi cant risk that the security achieved will deteriorate over time under normal budgetary pressures. Whatever the details, we would strongly urge that information security products should not be certi ed under schemes like ITSEC unless the manufacturer can show that both the system factors and the human factors have been properly considered. Certi cation must cover not just the hardware and software design, but also installation, training, maintenance, documentation and all the support that may be required by the applications and environment in which the product is licensed to be used. 4 The Wider Implications As we have seen, security equipment designers and government evaluators have both concentrated on technical weaknesses, such as poor encryption algorithms and operating systems which could be vulnerable to trojan horse attacks. Banking systems do indeed have their share of such loopholes, but they do not seem to have contributed in any signi cant way to the crime gures. The attacks which actually happened were made possible because the banks did not use the available products properly; due to lack of expertise, they made basic errors in system design, application programming and administration. In short, the threat model was completely wrong. How could this have happened? 4.1 Why the threat model was wrong During the 1980's, there was an industry wide consensus on the threat model, which was reinforced at conferences and in the literature. Designers concentrated on what could possibly happen rather than on what was likely to happen, and assumed that criminals would have the expertise, and use the techniques, of a government signals agency. More seriously, they assumed that implementers at customer sites would have either the expertise to design and build secure systems using the components they sold, or the common sense to call in competent consultants to help. This was just not the case. So why were both the threat and the customers' abilities so badly misjudged? The rst error may be largely due to an uncritical acceptance of the conventional military wisdom of the 1970's. When ATMs were developed and a need for cryptographic expertise became apparent, companies imported this expertise from the government sector C3 . The military model stressed secrecy, so secrecy of the PIN was made the cornerstone of the ATM system: technical e orts were directed towards ensuring it, and business and legal strategies were predicated on its being achieved. It may also be relevant that the early systems had only limited networking, and so the security design was established well before ATM networks acquired their present size and complexity. Nowadays, however, it is clear that ATM security involves a number of goals, including controlling internal fraud, preventing external fraud, and arbitrating disputes fairly, even when the customer's home bank and the ATM raising the debit are in di erent countries. This was just not understood in the 1970's; and the need for fair arbitration in paticular seems to have been completely ignored. The second error was probably due to fairly straightforward human factors. Many organisations have no computer security team at all, and those that do have a hard time nding it a home within the administrative structure. The internal audit department, for example, will resist being given any line management tasks, while the programming sta dislike anyone whose r^le seems to be making their job more o di cult. Security teams thus tend to be `reorganised' regularly, leading to a loss of continuity; a recent study shows, for example, that the average tenure of computer security managers at US government agencies is only seven months H . In the rare cases where a security department does manage to thrive, it usually has di culties attracting and keeping good engineers, as they get bored once the initial development tasks have been completed. These problems are not unknown to security equipment vendors, but they are more likely to atter the customer and close the sale than to tell him that he needs help. This leaves the company's managers as the only group with the motive to insist on good security. However, telling good security from bad is notoriously di cult, and many companies would admit that technical competence of any kind is hard to instil in managers, who fear that becoming specialised will sidetrack their careers. Corporate politics can have an even worse e ect, as we saw above: even where technical sta are aware of a security problem, they often keep quiet for fear of causing a powerful colleague to lose face. Finally we come to the `consultants': most banks buy their consultancy services from a small number of well known rms, and value an `air of certainty and quality' over technical credentials. Many of these rms pretend to expertise which they do not possess, and cryptology is a eld in which it is virtually impossible for an outsider to tell an expert from a charlatan. The author has seen a report on the security of a national ATM network switch, where the inspector from an eminent rm of chartered accountants completely failed to understand what encryption was, and under the heading of communications security remarked that the junction box was well enough locked up to keep vagrants out! 4.2 Con rmation of our analysis It has recently become clear despite the fog of o cial secrecy that the military sector has su ered exactly the same kind of experiences that we described above. The most dramatic con rmation came at a workshop held in Cambridge in April 93 M2 , where a senior NSA scientist, having heard a talk by the author on some of these results, said that: the vast majority of security failures occur at the level of implementation detail the NSA is not cleverer than the civilian security community, just better informed of the threats. In particular, there are `platoons' of people whose career speciality is studying and assessing threats of the kind discussed here the threat pro les developed by the NSA for its own use are classi ed This was encouraging, as it shows that our work is both accurate and important. However, with hindsight, it could have been predicted. Kahn, for example, attributes the Russian disasters of World War 1 to the fact that their soldiers found the more sophisticated army cipher systems too hard to use, and reverted to using simple systems which the Germans could solve without great di culty K1 . More recently, Price's survey of US Department of Defence organisations has found that poor implementation is the main security problem there P : although a number of systems use `trusted components', there are few, if any, operational systems which employ their features e ectively. Indeed, it appears from his research that the availability of these components has had a negative e ect, by fostering complacency: instead of working out a system's security requirements in a methodical way, designers just choose what they think is the appropriate security class of component and then regurgitate the description of this class as the security speci cation of the overall system. The need for more emphasis on quality control is now gaining gradual acceptance in the military sector; the US Air Force, for example, is implementing the Japanese concept of `total quality management' in its information security systems SSWDC . However, there is still a huge vested interest in the old way of doing things; many millions have been invested in TCSEC and ITSEC compliant products, and this investment is continuing. A more pragmatic approach, based on realistic appraisal of threats and of organisational and other human factors, will take a long time to become approved policy and universal practice. Nonetheless both our work, and its military con rmation, indicate that a change in how we do cryptology and computer security is needed, and there are a number of signs that this change is starting to get under way. 5 A New Security Paradigm? As more people become aware of the shortcomings of traditional approaches to computer security, the need for new paradigms gets raised from time to time. In fact, there are now workshops on the topic NSP , and an increasing number of journal papers make some kind of reference to it. It is clear from our work that, to be e ective, this change must bring about a change of focus. Instead of worrying about what might possibly go wrong, we need to make a systematic study of what is likely to; and it seems that the core security business will shift from building and selling `evaluated' products to an engineering discipline concerned with quality control processes within the client organisation. When a paradigm shift occurs K2 , it is quite common for a research model to be imported from some other discipline in order to give structure to the newly emerging results. For example, Newton dressed up his dramatic results on mechanics in the clothing of Euclidean geometry, which gave them instant intellectual respectability; and although geometry was quickly superseded by calculus, it was a useful midwife at the birth of the new science. It also had a lasting in uence in its emphasis on mathematical elegance and proof. So one way for us to proceed would be to look around for alternative models which we might usefully import into the security domain. Here, it would seem that the relationship between secure systems and safety critical systems will be very important. 5.1 A new metaphor Safety critical systems have been the subject of intensive study, and the eld is in many ways more mature than computer security. There is also an interesting technical duality, in that while secure systems must do at most X, critical systems must do at least X; and while many secure systems must have the property that processes write up and read down, critical systems are the opposite in that they write down and read up. We might therefore expect that many of the concepts would go across, and again it is the US Air Force which has discovered this to be the case JAJP . The relationship between security and safety has also been investigated by other researchers BMD . There is no room here for a treatise on software engineering for safety critical systems, of which there are a number of introductory articles available C4 . We will mention only four very basic points M3 : 1. The speci cation should list all possible failure modes of the system. This should include every substantially new accident or incident which has ever been reported and which is relevant to the equipment being speci ed. 2. The speci cation should make clear what strategy has been adopted to prevent each of these failure modes, or at least make them acceptably unlikely. 3. The speci cation should then explain in detail how each of these failure management strategies is implemented, including the consequences when each single component, subroutine or subassembly of the system itself fails. This explanation must be assessed by independent experts, and it must cover not just technical design factors, but training and operational issues too. If the procedure when an engine fails is to y on with the other engine, then what skills does a pilot need to do this, and what are the procedures whereby these skills are acquired, kept current and tested? 4. The certi cation program must test whether the equipment can in fact be operated by people with the level of skill and experience assumed in the speci cation. It must also include a monitoring program whereby all incidents are reported to both the equipment manufacturer and the certi cation body. These points tie in exactly with our ndings and with the NSA's stated experience. However, even a cursory comparison with the ITSEC programme shows that this has a long way to go. As we mentioned in the introduction, noone seems so far to have attempted even the rst stage of the safety engineering process for commercial cryptographic systems. As for the other three stages, it is clear that ITSEC and TCSEC will have to change radically. Component-oriented security standards and architectures tend to ignore the two most important factors, which are the system aspect and the human element; in particular, they fail to ensure that the skills and performance required of various kinds of sta are included, together with the hardware and software, in the certi cation loop. 5.2 The competing philosophies Within the eld of critical systems, there are a number of competing approaches. The rst is epitomised by railway signalling systems, and seeks either to provide multiple redundant interlocks or to base the safety features on the integrity of a kernel of hardware and software which can be subjected to formal veri cation CW . The second is the aviation paradigm which we introduced at the beginning of this article; here the quality engineering process is based on constant top level feedback and incremental improvement. This feedback also occurs at lower levels, with various distinct subsystems pilot training, maintenance, airworthiness certi cation, tra c control, navigational aids, ... interacting in fairly well understood ways with each other. Of these two models, the rst is more reductionist and the second more holist. They are not mutually exclusive formal veri cation of avionics is not a bad thing, unless people then start to trust it too much; the main di erence is one of system philosophy. The most basic aspect of this is that in signalling systems, the system is in control; if the train driver falls asleep, or goes through a red light, the train will stop automatically. His task has been progressively deskilled until his main function is to see that the train stops precisely at the platform and in some modern railways, even this task is performed automatically, with the result that driverless trains are beginning to enter service. In civil aviation, on the other hand, the pilot remains rmly in command, and progress has made his job ever more complex and demanding. It was recently revealed, for example, that Boeing 747 autopilots have for 22 years been subject to erratic failures, which can result in the plane starting to roll. Boeing's response was blunt: autopilots `are designed to assist and supplement the pilot's capabilities and not replace them', the company said CR . `This means our airplanes are designed so pilots are the nal control authority and it means that a well trained crew is the rst line of safety.' 5.3 The computer security implications Both the railway and airline models nd re ections in current security practice and research. The former model is dominant, due to the TCSEC ITSEC emphasis on kernelisation and formal methods. In addition to the conventional multilevel secure evaluated products, kernelisation has been used at the application layer as well A2 C5 . Nonetheless, we must consider whether this is the right paradigm to adopt. Do we wish to make the computer security o cer's job even more mechanical, and perhaps automate it entirely? This is the direction in which current trends seem to lead, and if our parallel with signalling systems is accurate, it is probably a blind alley; we should follow the aviation paradigm instead. Another analogy is presented in BGS , where it is argued that the traditional centralised model of security is like the old communist approach to economic management, and su ers from the same limitations. The authors there argue that to cope with a world of heterogeneous networks in which no single security policy is able to predominate, we need an infrastructure which enables information owners to control and trade their own property, rather than trusting everything to a centralised administrative structure. This analogy from economics would, if developed, lead to somewhat similar conclusions to those which we draw from comparing railway signals with air tra c control systems. No doubt many other analogies will be explored over the next few years; the key point seems to be that, to be useful, a security metaphor should address not just the technical issues, but the organisational ones as well. 6 Conclusions Designers of cryptographic systems have su ered from a lack of information about how their products fail in practice, as opposed to how they might fail in theory. This lack of feedback has led to a false threat model being accepted. Designers focussed on what could possibly go wrong, rather than on what was likely to; and many of their products are so complex and tricky to use that they are rarely used properly. As a result, most security failures are due to implementation and management errors. One speci c consequence has been a spate of ATM fraud, which has not just caused nancial losses, but has also caused at least one miscarriage of justice and has eroded con dence in the UK banking system. There has also been a military cost; the details remain classi ed, but its existence has at last been admitted. Our work also shows that component-level certi cation, as embodied in both the ITSEC and TCSEC programs, is unlikely to achieve its stated goals. This, too, has been admitted indirectly by the military at least in the USA; and we would recommend that the next versions of these standards take much more account of the environments in which the components are to be used, and especially the system and human factors. Most interesting of all, however, is the lesson that the bulk of computer security research and development activity is expended on activities which are of marginal relevance to real needs. A paradigm shift is underway, and a number of recent threads point towards a fusion of security with software engineering, or at the very least to an in ux of software engineering ideas. Our work also raises some very basic questions about goals, and about how the psychology of a design interacts with organisational structure. Should we aim to automate the security process, or enable it to be managed? Do we control or facilitate? Should we aim for monolithic systems, or devise strategies to cope with diversity? Either way, the tools and the concepts are becoming available. At least we should be aware that we have the choice. Acknowledgement: I owe a signi cant debt to Karen Sparck Jones, who went through the manuscript of this paper and ruthlessly struck out all the jargon. Without her help, it would have been readable only by specialists. References A1 A2 B BAB BAN BB BGS BMD C1 C2 C3 C4 C5 CR CW D Austin, Marking the Cards", in Banking Technology, Dec 91 Jan 92, pp 18 - 21 RJ Anderson, UEPS - A Second Generation Electronic Wallet". in Computer Security - ESORICS 92, Springer LNCS 648, pp 411 - 418 M Buckler MP, letter to plainti 's solicitor, 8 June 1992 Card Fraud: Banking's Boom Sector", in Banking Automation Bulletin for Europe, Mar 92, pp 1-5 M Burrows, M Abadi and RM Needham, `A Logic of Authentication', DEC SRC Research Report 39 Cash Dispenser Security", Barclays Brie ng press release 12 9 92 JA Bull, L Gong, K Sollins, Towards Security in an Open Systems Federation", in Proceedings of ESORICS 92, Springer LNCS 648 pp 3 - 20 A Burns, JA McDermid, JE Dobson, `On the meaning of safety and security', University of Newcastle upon Tyne Computer Laboratory TR 382 5 92 A Collins, Bank worker guilty of ATM fraud", in Sunday Times, 22 Mar 1992 A Collins, The Machines That Never Go Wrong", in Computer Weekly, 27 June 1992, pp 24 - 25 D Coppersmith, The Data Encryption Standard DES and its strength against attacks", IBM Thomas J Watson Research Center technical report RC 18613 81421, 22 December 1992 J Cullyer, Safety-critical systems", in Computing and Control Engineering Journal 2 no 5 Sep 91 pp 202 - 210 B Christianson, Document Integrity in CSCW", in Proc. Cambridge Workshop on Formal Methods 1993, to appear Boeing News Digest, quoted in usenet newsgroup `comp.risks' 14 no 5 29 April 1993 J Cullyer, W Wong, Application of formal methods to railway signalling - a case study", in Computing and Control Engineering Journal 4 no 1 Feb 93 pp 15 - 22 DP DW Davies and WL Price, `Security for Computer Networks', John Wiley and Sons 1984. E J Essinger, `ATM Networks - Their Organisation, Security and Future', Elsevier 1987 GO G Garon and R Outerbridge, DES Watch: An examination of the Su ciency of the Data Encryption Standard for Financial Institution Information Security in the 1990's, in Cryptologia, XV, no. 3 July 1991 pp 177 - 193 H HJ Highland, Perspectives in Information Technology Security", in Proceedings of the 1992 IFIP Congress, `Education and Society', IFIP A-13 vol II 1992 pp 440 - 446 ITSEC `Information Technology Security Evaluation Criteria', June 1991, EC document COM90 314 J1 RB Jack chairman, `Banking services: law and practice report by the Review Committee', HMSO, London, 1989 J2 K Johnson, One Less Thing to Believe In: Fraud at Fake Cash Machine", in New York Times 13 May 1993 p 1 JAJP HL Johnson, C Arvin, E Jenkinson, R Pierce, Integrity and assurance of service protection in a large, multipurpose, critical system" in proceedings of the 15th National Computer Security Conference, NIST 1992 pp 252 - 261 Dorothy Judd v Citibank, 435 NYS, 2d series, pp JC 210 - 212, 107 Misc.2d 526 JDKLM DB Johnson, GM Dolan, MJ Kelly, AV Le, SM Matyas, Common Cryptographic Architecture Application Programming Interface", in IBM Systems Journal 30 no 2 1991 pp 130 - 150 K1 D Kahn, `The Codebreakers', Macmillan 1967 K2 TS Kuhn, `The Structure of Scienti c Revolutions', Chicago 1970 L1 B Lewis, How to rob a bank the cashcard way", in Sunday Telegraph 25th April 1992 p 5 L2 D Lane, Where Cash is King", in Banking Technology, October 1992, pp 38 - 41 M1 S McConnell, Barclays defends its cash machines", in The Times, 7 November 1992 M2 R Morris, invited lecture given at Cambridge 1993 formal methods workshop proceedings to appear M3 JA McDermid, Issues in the Development of Safety Critical Systems", public lecture, 3rd February 1993 MB McConville & others v Barclays Bank & others, High Court of Justice Queen's Bench Division 1992 ORB no.812 MBW McConville & others v Barclays Bank & others cit, a davit by D Whalley CH Meyer and SM Matyas, `Cryptography: A New Dimension in Computer Data Security', John Wiley and Sons 1982. N I Newton, `Philosophiae Naturalis Principia Mathematica', University of California Press 1973 NSM `Network security Module - Application Developer's Manual', Computer Security Associates, 1990 NSP New Security Paradigms Workshop, 2-5 August 1993, proceedings to be published by the ACM. P WR Price, Issues to Consider When Using Evaluated Products to Implement Secure Mission Systems", in Proceedings of the 15th National Computer Security Conference, National Institute of Standards and Technology 1992 pp 292 - 299 R RA Rueppel, Criticism of ISO CD 11166 Banking: Key Management by Means of Asymmetric Algorithms", in Proceedings of 3rd Symposium of State and Progress of Research in Cryptography, Fondazione Ugo Bordoni, Rome 1993 RM R v Moon, Hastings Crown Court, Feb 92 RSH R v Stone and Hider, Winchester Crown Court July 1991 S A Stone, ATM cards & fraud", manuscript 1993 SSWDC L Sutter eld, T Schell, G White, K Doster and D Cuiskelly, A Model for the Measurement of Computer Security Posture", in Proceedings of the 15th National Computer Security Conference, NIST 1992 pp 379 - 388 TCSEC `Trusted Computer System Evaluation Criteria, US Department of Defense, 5200.28-STD, December 1985 VSM `VISA Security Module Operations Manual', VISA, 1986 W1 G Welchman, The Hut Six Story, McGraw-Hill, 1982 W2 MA Wright, `Security Controls in ATM Systems', in Computer Fraud and Security Bulletin, November 1991, pp 11 - 14 K Wong, `Data security - watch out for the new W3 computer criminals", in Computer Fraud and Security Bulletin, April 1987, pp 7 - 13 MM
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Review: How are genes expressed?Protein involved in cell division.Central DogmaDNA RNA Hormones Light (color, amount) Photoperiod (daylength) Polypeptide Protein Storage Enzyme Structure Temperature pH CofactorsGenomicsDetermining the nitrogenous ba
Lake County - LIFE - 102
Lecture Objectives By the end of the lectures, you should be able to: Cellular level1. Explain the role of chromosomes (DNA) as genetic material 2. Explain the advantages to plants of asexual reproduction. 3. Diagram, name and explain the sequence of the
Lake County - LIFE - 102
What can one do?Plant more trees Support legislation Use less energy Produce less waste Educate othersEat locally grown food Move further northWhat is being doneBury CO2 undergroundWhat is being doneLow or no till farmingWhat is being done Effic
Lake County - LIFE - 102
Integrative Biology 102: Lecture Outline Nutrient Cycle Disruption and Dead Zones Lecture Objectives At the end of this lecture (and after studying the texts), you should be able to: 1. Explain how human activities have altered the nitrogen, phosphorus an
Lake County - LIFE - 102
Fruits & Plant Dispersal Leventin & McMahon Chapter 6 Lecture Objectives At the end of this lecture and with some reading, you should be able to: 1. indicate the location and sequence of events of the general sexual life cycle of plants in flowering plant
Lake County - LIFE - 102
C 12, page 206 - 214 h. sMolecular Biology in the 1940'ss? tein ro PorNu cle ic A cid s?Plant Biology at CambridgeStructure & CodeJam s Watson & e France C s rickRosalind Franklin"We found the secret of life!"DNA Codes for ProteinsProte ins tru
Lake County - LIFE - 102
Aquatic Ecosystems: CoastalMangrove forestsAquatic Ecosystems: CoastalSalt marsh Mississippi deltaWetland LossLouisiana WetlandsLouisiana WetlandsHistorical ChangesHistorical ChangesHistorical ChangesDying marshEcosystem RestorationEcosystem R
Lake County - LIFE - 102
Integrative Biology 102: Lecture Outline Restoration EcologyLecture Objectives By the end of this lecture and reading the text, you should be able to: 1. 2. 3. 4. explain ways that we can help heal nature. discuss how nature is resilient. explain how res
Lake County - LIFE - 102
Integrative Biology 102: Lecture Outline Ecological EconomicsLecture Objectives By the end of this lecture and reading the text, you should be able to: 1. explain the difference between nonrenewable, renewable and intangible resources. 2. list the types
Purdue - AAE - 519
S.P. Schneider, Purdue AAE 29 Apr 2003 characteristics for mach6m1Inviscid characteristics net from Sivells code for Purdue Mach-6 nozzle Heavy line is inviscid nozzle wall (without displacement thickness correction)8 radius, in 6 4 2 0 0 10 20 30 40 50
Lake County - LIFE - 102
Integrative Biology 102: Lecture Outline Biodiversity: Preserving LandscapesLecture Objectives By the end of this lecture and reading the text, you should be able to: 1. 2. 3. 4. 5. 6. 7. 8. 9. list the types and uses of world forests. list countries wit
Lake County - LIFE - 102
Integrative Biology 102: Lecture Outline Environmental Challenges: BiofuelsLecture Objectives By the end of this lecture, you should be able to: 1. list and explain reasons for the production of biofuels. 2. list plants and plant parts that can be used t
Lake County - LIFE - 102
Fertilization, Fruit Development & DispersalGeneral Life CycleRepresents mitosis Zygote Sporophyte Spore Ma CellFertilization Gametes (Eggs & Sperm)Diploid 2n Haploid 1nMeiosis Spores GametophyteFig. 13.17 & L in packetGametophyte Developmentpolle
Lake County - LIFE - 102
Integrative Biology 102: Lecture Outline GM Crops: Applications & ConcernsLecture Objectives: By the end of the lecture, you should be able to: 1. list some of the GM plant products on the market. 2. explain the Bt controversy. 3. describe the issues rai
Lake County - LIFE - 102
Integrative Biology 102: Lecture Outline Genetic TechnologiesLecture Objectives: 1. By the end of the lecture, you should be able to: define the term totipotency and explain how this characteristic of plants is used in new technology; 2. compare the gene
Lake County - LIFE - 102
Integrative Biology 102: Lecture Outline Population Ecology Lecture Objectives By the end of the lecture, you should be able to: 1. list and explain factors that produce changes in population size. 2. contrast a J-shaped population growth curve with an S-
UConn - MATH - 113
Project 6.1Name:Group Members: Student Goals: Find antiderivatives graphically and numerically. 1. Below is the graph of F (x) (the derivative of F (x).3 2 1 -1 -1 -2 -3 1 Area=223(a) Find the intervals over which F (x) is increasing/decreasing. At
UConn - MATH - 113
Project 5.3Name:Group Members: Student Goals: Interpret integrals. 1. Estimate the average value of 4x - x2 over the interval [0, 2]. Your answer should have error less than .02.2. The velocity curves for cars starting at the same point is shown below.
UConn - MATH - 113
Project 4.6Name:Group Members: Student Goals: Work with hyperbolic trig functions. 1. Use the definition of sinh to show thatd dxsinh(x) = cosh(x).2. Find the following derivatives. (a) cosh(x) sinh(x)(b) ln(cosh(x)(c) cosh2 (ex )3. Find the follo
UConn - MATH - 113
Project 4.3Name:Group Members: Student Goals: Find global, local maxima and minima. 1. Consider f (x) = x - ln x for 0.1 x 2. (a) Find the value(s) of x where f (x) has a local maximum or minimum. Indicate which is which.(b) Find the global maximum and
UConn - MATH - 113
Project 3.8Name:Group Members: Student Goals: Work with parametric equations. 1. Sketch the parametric curve x = f (t), y = g(t), 0 4, given by the graphs below. Indication the direction of the motion as well as where the particle is when t = 0, 1, 2, 3
Purdue - CE - 566
CE 566 Tp. Planning HW8 Prof. FrickerOut: Thursday 29 November 2007 Due: Wed. 5 December 2007CAMPO STUDY USING TRANSCAD Part 2For this homework, work as part of your Term Project Group and apply the TransCAD for Windows (TCW) software issued to your gr
St. Xavier - CSCI - 380
Computer Graphics: Programming, Problem Solving, and Visual CommunicationDr. Steve Cunningham Computer Science Department California State University Stanislaus Turlock, CA 95382copyright 2003, Steve Cunningham All rights reservedCONTENTS:Preface What
Lake County - CS - 428
C.A.S.E.1CASEComputer Aided Software Engineering computer tools for helping a software engineering modeling tools, with code generators, simulators, test generators, etc428-222Tools for software engineering Compilers Editors Debuggers Configuration
Azusa Pacific - G - 461
Client: doggy in the windowSPMP: Build-a-Pet KioskMarch 18, 2009Prepared by: Phil Guevara, Edgar Garcia, Tuan Ha P.E.T. Boys TechnologiesDoggy in the Window SPMP: Build-A-Pet KioskRevision HistoryRevisionV1.0Change DescriptionRough DraftUpdated
Azusa Pacific - G - 461
Client: doggy in the windowSPMP: Build-a-Pet KioskMarch 25, 2009Prepared by: Phil Guevara, Edgar Garcia, Tuan Ha P.E.T. Boys TechnologiesDoggy in the Window SPMP: Build-A-Pet KioskRevision HistoryRevisionV1.0 V2.0Change DescriptionRough Draft Rev
Azusa Pacific - G - 461
Client: doggy in the windowPRD: Build-a-Pet KioskMarch 18, 2009Prepared by: Phil Guevara, Edgar Garcia, Tuan Ha P.E.T. Boys TechnologiesDoggy in the WindowPRD: Build-A-Pet KioskRevision HistoryRevisionV1.0 V1.1Change DescriptionRough Draft Revis
Azusa Pacific - G - 461
Risk Mitigation, Monitoring and Management Plan DGT Ticketing System David Kinder, Gabriel Douglas, Trevor Spicer Introduction Scope and intent of RMMM activities The goal of Risk mitigation, monitoring and management is to identify potential risks associ
Azusa Pacific - G - 461
DGT SPMPDavid Kinder, Gabriel Douglas, Trevor Spicer1.0 IntroductionThe product is a web-based trouble ticketing system. It provides a convenient and methodical method for end users to report technical problems to a helpdesk/support team.1.1 Project s
Azusa Pacific - G - 461
DATAMAGIC: A Human Resources Employee Tracking System Project Specification Document (PSD)Developed by: Brenda Franklin Rebecca Valencia Charles Cannaday Christina BardeckerMarch 25, 2009Table of Contents1.0 INTRODUCTION .1 1.1 1.2 1.3 1.4 GOALS AND O
Azusa Pacific - G - 461
Human Resources Employee Tracking System1.0 Introduction and Project Scope: ETS (Employee Tracking System) is our customer's ultimate answer for all issues that many companies face with generic database systems. The primary function of ETS is to house cr
Azusa Pacific - G - 461
DATAMAGIC: A Human Resources Employee Tracking System Project Requirements Document (PRD)Developed by: Christina Bardecker Charles Cannaday Brenda Franklin Rebecca ValenciaMarch 11, 2009Revised March 18, 2009Table of Contents1.0 INTRODUCTION .1 1.1 D
Azusa Pacific - G - 461
Human Resources Employee Tracking System1.0 Introduction This product, ETS, is to be used for both small businesses and larger corporations. The emphasis for the large corporations would be to keep track of all the employees. When you have a large corpor
Azusa Pacific - G - 461
(Software Project Management Plan)1.0 Introduction A web based inventory tracking system designed to provide a graphical method of controlling corporate assets. 1.1 Project scope The WBI will be an application that resides on an intranet or internet base
Azusa Pacific - G - 461
Web Based Inventory(Problem Requirement Definition - WBI)1.0 IntroductionWBI provides schools, churches and businesses with an easy-to-use, portable and fully-featured web-based management system. These customers require a web based asset management tr
University of Toronto - STA - 302
Studentized Residual 210-1-2 -2 -1 0 Rank for Variable s 1 2
University of Toronto - STA - 302
loss = 129.79 -24.02 Fe 1.0N 13 Rsq 0.9697 AdjRsq 0.9670 RMSE 3.05780.8Cumulative Distribution of Residual0.60.40.20.0 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 Normal Cumulative Distribution
University of Toronto - STA - 302
17.50 3.500 26 1.0 2.86220 1.25276 3.25810 0.00000 3.50 0.930 34 4.6 1.25276 -0.07257 3.52636 1.52606 3.15 0.150 46 3.0 1.14740 -1.89712 3.82864 1.09861 1.14 0.049 51 1.5 0.13103 -3.01593 3.93183 0.40547 1.37 0.064 46 1.5 0.31481 -2.74887 3.82864 0.4
BYU - CS - 460
GNU GENERAL PUBLIC LICENSE Version 2, June 1991 Copyright (C) 1989, 1991 Free Software Foundation, Inc. 675 Mass Ave, Cambridge, MA 02139, USA Everyone is permitted to copy and distribute verbatim copies of this license document, but changing it i
Antelope Valley College - CASE - 131
"N33","Daycare and Family Services","Renee","Baker","825 Manchester Rd","Salina","KS","67401","785-825-5402""N57","Disability Resources Bureau","Amy","Hoffman","203 N. Kansas Ave","Salina","KS","67401","785-825-0922""R15","Elder Services Division","Ed",
Antelope Valley College - CASE - 131
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Antelope Valley College - CASE - 131
Contract ID Student ID Teacher ID Contract Start Date Contract End Date Lesson Type 3100 CAR7534 13-1100 3/31/2009 3/31/2010 Piano 3102 MEH7551 63-1554 5/18/2010 5/18/2011 Guitar 3103 MAK7556 34-4506 6/15/2010 12/15/2010 Violin 3105 BUR7559 22-0102 4/8/20
Rappahannock Community College - EGR - 261
Trigonometric Identitiescos(A + B) = cos(A)cos(B) - sin(A)sin(B) sin(A + B) = sin(A)cos(B) + cos(A)sin(B) Acos(wt) + Bsin(wt) = sin(2A) = 2sin(A)cos(A) sin 2 (A) = 1 - cos(2A) 2 1 + cos(2A) cos 2 (A) = 2 B A 2 + B2 cos wt - tan -1 A
Rappahannock Community College - EGR - 261
EGR 261 Signals and Systems File: N261PS3ADue date: _ (See Due Dates Table)PSPICE Assignment #3:Fourier SeriesReference: (also see the instructor's web page)Handout: Sample PSPICE Report Example: Fourier Analysis of a Pulse Waveform using PSPICEAssi
Rappahannock Community College - EGR - 261
EGR 261 Signals & Systems File: N261H6Due date: _Homework Assignment #6Reading Assignment:Chapter 16 in Electric Circuits, 8th Edition by NilssonProblem Assignment:1) Work the following Ch. 16 problems: 1, 2 (a and c only), 10, 14(a-d only), 18, 27,
Rappahannock Community College - EGR - 261
EGR 261 Signals and Systems N261H5Due date: _Homework Assignment #5Reading Assignment:Read the following sections in Electric Circuits, 8th Edition by Nilsson: Chapter 14, Chapter 15 (Sect. 1-2), Appendix D (The Decibel), and Appendix E (Bode Diagrams
Allan Hancock College - COMP - 5338
UML Tutorial: Part 1 - Class Diagrams.Robert C. Martin My next several columns will be a running tutorial of UML. The 1.0 version of UML was released on the 13th of January, 1997. The 1.1 release should be out before the end of the year. This column will
Rappahannock Community College - EGR - 260
EGR 260 Circuit Analysis File: N260O3Test #3 OverviewChapters covered Chapter 4, Sections 9 13 (Homework #5) Chapter 6 (Homework #6)Chapter 4 Topics (65 70%)Real voltage sources and real current sources Models Characteristics Source transformations N
Arizona - MIC - 205
Lab 11: microbial metabolism part IIObjective 1 Lipid hydrolysis test Lipids can be used as source of carbon Lipid hydrolysis lipid = glycerol + fatty acid Is performed by the enzyme lipase Trybutyrin agar is a fat containing agar If lipids are hydrolyz
Rappahannock Community College - EGR - 260
EGR 260 Circuit Analysis File: N260O2Test #2 OverviewMaterial covered Chapter 4, Sections 1 - 8 (node and mesh equations) 70% Chapter 5 (operational amplifiers) 30%Node EquationsNode voltages - relative voltages that depend on the reference (ground)