Weiming Zhang
3 papers · Latest:
Cryptography & Security
Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries
Jargon exploits LLM safety boundaries by leveraging domain contexts, achieving >93% attack success on frontier models, and proposes a policy-guided safeguard.
2604.15717
Software EngineeringExternalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
LLM agents increasingly externalize capabilities like memory, skills, and protocols into surrounding infrastructure, transforming how they solve complex tasks.
2604.08224
Software EngineeringCan LLMs Deobfuscate Binary Code? A Systematic Analysis of Large Language Models into Pseudocode Deobfuscation
LLMs can deobfuscate binary code, but performance relies on reasoning and task-specific fine-tuning, not just model size.
2604.08083
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