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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Mahmoud Alfadel

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Aug 2026

SNIPTEST: Fuzzing Multi-Level Code Slices for Validating Vulnerabilities

SNIPTEST is an execution-based warning triage framework that generates and fuzzes compiled code slices centered around static-analysis warnings that employs a layer-by-layer slicing strategy, incrementally expanding context around the target location to validate potential vulnerabilities with increasing precision.

Aniruddhan Murali, Noble Saji Mathews, Mahmoud Alfadel et al. · 0 citations
Review Aug 2026

COMMITGUARD: Differential Slice Fuzzing for Commit-Induced Bug Detection

The key insight behind COMMITGUARD is that the pre-commit version of a modified function can serve as a behavioral baseline for interpreting bugs found after the commit, and a commit-aware differential slice-based fuzzing approach for verifying code changes is introduced.

Aniruddhan Murali, N. Mathews, Mahmoud Alfadel et al. · 0 citations

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