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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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

Fault Localization (FL) is a critical yet inherently complex phase in the software debugging process. Over the years, numerous automated FL techniques have been developed to alleviate the time and effort involved. More recently, the emergence of Large Language Models (LLMs) has marked a new era for FL. However, existin...

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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