Author

Yan Shoshitaishvili

2 papers indexed here

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Preprint Sep 2026

AIJon: Automated Generation of Annotations for Fuzzing

Modern fuzzers use code coverage as feedback to guide their exploration which has proven to be an effective strategy for driving exploration. However, this strategy overlooks inputs that may be interesting to the target program even without uncovering new code paths. Fortunately, prior research has shown that annotatio...

J. Vadayath, Hu-Lin Wang, Moritz Schloegel et al. · 0 citations

#artificial intelligence Preprint Sep 2026

No-Box Vulnerability Analysis: Description-only Detection of Indirect Prompt Injection Vulnerabilities in MCP Servers

This work proposes a new paradigm of no-box vulnerability analysis in which neither access nor runtime interaction is available, and only functionality metadata is available, and introduces no-box vulnerability analysis as a new analysis paradigm and demonstrates its practical feasibility in realistic systems.

Ze-Hua Zhang, Jie Hu, Pratham Hegde et al. · 0 citations