Author

Birhanu Eshete

University of Michigan, Dearborn

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Jul 2026

TaintRadar: Semantic-Aware Taint-Style Vulnerability Detection via Augmented Code Property Graphs

Despite significant advances, static vulnerability analysis suffers from three critical limitations: coarse sanitization modeling, which treats validation as a binary barrier; database blindness, which breaks taint tracking across persistence layers; and shallow object-oriented analysis, which misses field-level and in...

Elie Rizk, F. Hmida, Birhanu Eshete · arXiv.org · 0 citations