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similar situations Over time, this set of rules will serve as a form of institutional memory that prevents previous security slip-ups from being repeated 3 Review Code Now it s time to review the code with your own eyes Go through the static analysis results, but don t limit yourself to just analysis results Allow the tool to point out potential problems, but don t allow it to blind you to other problems that you can nd through your own inspection of the code We routinely nd other bugs right next door to a tool-reported issue This neighborhood effect results from the fact that static analysis tools often report a problem when they become confused in the vicinity of a sensitive operation Code that is confusing to tools is often confusing to programmers, too, although not always for the same reasons Go through all the static analysis results; don t stop with just the high-priority warnings If the list is long, partition it so that multiple reviewers can share the work Reviewing a single issue is a matter of verifying the assumptions that the tool made when it reported the issue Do mitigating factors prevent the code from being vulnerable Is the source of untrusted data actually untrusted Is the scenario hypothesized by the tool actually feasible 1 If you are reviewing someone else s code, it might be impossible for you to answer all these questions, and you should collaborate with the author or owner of the code Some static analysis tools makes it easy to share results (for instance, by publishing an issue on an internal Web site), which simpli es this process Collaborative auditing is a form of peer review Structured peer reviews are a proven technique for identifying all sorts of defects [Wiegers, 2002; Fagan, 1976] For security-focused peer review, it s best to have a security specialist as part of the review team Peer review and static analysis are complimentary techniques When we perform peer reviews, we usually put one reviewer in charge of going through tool output If, during the review process, you identify a problem that wasn t found using static analysis, return to step 2: Write custom rules to detect other instances of the same problem and rerun the tools Human eyes are great for spotting new varieties of defects, and static analysis excels at making sure that every instance of those new problems has been found The back edge from step 3 to step 2 in Figure 31 represents this work.

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Note that (for example,

1 Michael Howard outlines a structured process for answering questions such as these in a security and privacy article entitled A Process for Performing Security Code Reviews [Howard, 2006]

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