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

Author

Yu-Qi Chen

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2026

ASFuzz: Detecting Linux Kernel Asynchronous Concurrency Bugs via Asynchronous Shadow Fuzzing

Concurrency bugs arising from asynchronous-synchronous interactions pose a serious and underexplored threat to OS kernel security. Conventional detection methods often fail to capture the delayed triggering nature of asynchronous tasks and their semantic relationships with synchronous execution contexts, limiting their...

Jianzhou Zhao, Yang-Yang Geng, Jing-Yi Wang et al. · 0 citations
Jul 2026

Measure Twice, Locate Once: Mitigating Hallucinations in LLM-based Agents for Repository-Scale Fault Localization

FaultLens is a novel FL technique that equips an LLM-based agent with a fine-grained feedback mechanism for repository-scale fault localization, and achieves a 43.35% improvement over SoapFL and a 24.24% improvement over AutoFL in the Top-1 metric, surpassing state-of-the-art LLM-based agent methods.

Feiyu Chen, Guowei Yang, Cheryl Lee et al. · 0 citations
2026

TLCFI-PLC: Trampoline-Based Lightweight Control Flow Integrity Scheme for Protecting PLC

Programmable Logic Controllers (PLCs) are core components of Industrial Control System (ICS), and their security is essential for the reliable operation of critical infrastructure. However, PLCs are vulnerable to RunStage Attacks, which are runtime attacks that occur when the PLC is in the “Run” mode executing control...

Kaixiang Liu, Jun-Jiao Liu, Zhiwen Pan et al. · 0 citations

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