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A Practical Framework for Evaluating Medical AI Security: Reproducible Assessment of Jailbreaking and Privacy Vulnerabilities Across Clinical Specialties
Jinghao Wang, Ping Zhang, Carter Yagemann
Medical Large Language Models (LLMs) are increasingly deployed for clinical decision support across diverse specialties, yet systematic evaluation of their robustness to adversaria…
SoK: A Beginner-Friendly Introduction to Fault Injection Attacks
Christopher Simon Liu, Fan Wang, Patrick Gould +1
Fault Injection is the study of observing how systems behave under unusual stress, environmental or otherwise. In practice, fault injection involves testing the limits of computer…
C2RUST-BENCH: A Minimized, Representative Dataset for C-to-Rust Transpilation Evaluation
Melih Sirlanci, Carter Yagemann, Zhiqiang Lin
Despite the effort in vulnerability detection over the last two decades, memory safety vulnerabilities continue to be a critical problem. Recent reports suggest that the key soluti…