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FIXX: FInding eXploits from eXamplesUSENIX Security '252025-08-13
FIXX is a tool that takes a disclosed PHP exploit, replays it to extract the taint-style dataflow path, builds a code graph, and finds instruction similarity…
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NAVEX: Precise and Scalable Exploit Generation for Dynamic Web ApplicationsUSENIX Security '182018-08-15
NAVEX combines static source analysis and dynamic crawling to build an enhanced code property graph (with sanitization and DB-constraint tags), a navigation…
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SLEUTH: Real-time Attack Scenario Reconstruction from COTS Audit Data26th USENIX Security Symposium (USENIX Security '17)2017-08-16
SLEUTH builds a platform-neutral, main-memory dependency graph from Linux, Windows and FreeBSD COTS audit sources and applies tag-based detection (separate…
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