Trace-Driven Diff Analysis
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ATTAIN: Automated Exploit Failure Analysis through Trace-Driven Diff Analysis
arXiv:2606.09060v1 Announce Type: new Abstract: Exploits are widely used to check whether library vulnerabilities appear in different versions and to mark affected version ranges. Exploit-based checks sometimes fail because exploits stop running on many versions after API or environment changes. Commit-based methods, such as SZZ-style analysis, sometimes miss the right introduce commits and spread labels incorrectly along long version chains.