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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Yi Li

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Open access Oct 2026

Exploiting Ethereum Rollback Semantics: Profit-Driven Attack Synthesis and Off-Chain Misinterpretation Testing

The Ethereum Virtual Machine (EVM) enforces atomic execution through rollback, reverting all state changes when execution fails. While necessary for correctness, rollback semantics introduce a distinct attack surface affecting both on-chain execution and off-chain infrastructures. On-chain, attackers can use conditiona...

Yi-Xuan Liu, Xin-Lei Li, Yi Li · 0 citations
#small language model Preprint Sep 2026

PrivEscalate: Measuring and Augmenting the Threat of LLM-Automated Linux Privilege Escalation

PrivEscalate is presented, a large-scale benchmark for Linux privilege escalation, comprising 531 Dockerized scenarios spanning 14 sub-categories and PrivEscalate, a domain-specialized wrapper that augments a generic ReAct agent with deterministic enumeration, category matching, and step planning that improves over pri...

Yi-Xuan Liu, Zi-Long Zhen, Yin Wu et al. · 0 citations

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