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Li-Ming Fang

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LITMUS: Benchmarking Behavioral Jailbreaks of LLM Agents in Real OS Environments

LLM-agents In-OS Testing for Measuring Unsafe Subversion is presented, a benchmark addressing both gaps via a semantic-physical dual verification mechanism and OS-level state rollback and providing the first standardized platform for reproducible, physically grounded behavioral safety evaluation of LLM agents in real O...

Chiyu Zhang, Lu Zhou, Xiao-Gang Xu et al. · 7 citations · ⚡2
#artificial intelligence Preprint Sep 2026

DeFiFusion: Combining Transaction Events with Smart Contracts to Detect Price Manipulation Attacks

DeFiFusion is presented, a dual-modal PMA detection framework that closes this gap by jointly modeling transaction events and smart contract semantics within a unified pipeline, and proposes a Dual-Modal Projection-Fusion Transformer with T5-style relative positional encoding.

Rui Cao, Shao-Jing Fan, Li-Ming Fang et al. · 0 citations

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