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Peng Jiang

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Book Open access Sep 2026

AgentLoupe: Kernel-Resident Semantic Causal Labels for AI Agent Observability

AI agents translate user intents into system actions via tool invocations. Accurately attributing these actions to their originating LLM interactions is essential for security auditing, yet existing methods, such as AgentSight, fail for delayed execution and cross-process-lineage behaviors. We present AgentLoupe, an ap...

Yi-Fei Bao, Ting Liu, Yu-Xin Ren et al. · 0 citations
Conference Sep 2026

Efficient Distributed Shared Memory System with Recall-Based Hybrid and Dynamic Coherence

Distributed Shared Memory (DSM) transparently provides a unified global address space across a cluster, simplifying the development and deployment of distributed applications. However, existing DSMs synchronize data at a static page, fixedblock, or object granularity, which cannot match the diverse and evolving spatial...

Rui-Zhe Huang, Ke Liang, Zi-Yuan He et al. · 0 citations
Preprint Aug 2026

SysEvolve: An AI-native, safe, autonomous adversarial attack-defense co-evolutionary system

The rapid advancement of large language models (LLMs) has created a growing asymmetry in cybersecurity, where attack accelerates toward autonomous execution while defense remains predominantly human-intensive. Despite substantial prior work across cyber ranges, AI-driven attack, and AI-driven defense, this asymmetry pe...

Yuhan Meng, Shao-Fei Li, Jiong-Hao Huang et al. · 0 citations

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