Evaluation and training for capable long-horizon agents.
AI & ML interests
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Recent Activity
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Agentic attacks, intervention, and state-aware safety.
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EverywhereSafety/SEAD-SFT-v1
Viewer • Updated • 7.54k • 210 -
EverywhereSafety/MTID
Updated • 27 -
One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue
Paper • 2605.05630 • Published • 10 -
The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search
Paper • 2512.01353 • Published • 2
Privacy for AI systems embedded in physical and social environments.
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How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study
Paper • 2605.05340 • Published • 2 -
Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
Paper • 2510.02356 • Published • 11 -
Nove1yst/immersed-privacy
Viewer • Updated • 448 • 317 -
Graph-COM/EAPrivacy
Preview • Updated • 74
Evaluation and training for capable long-horizon agents.
Privacy for AI systems embedded in physical and social environments.
-
How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study
Paper • 2605.05340 • Published • 2 -
Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
Paper • 2510.02356 • Published • 11 -
Nove1yst/immersed-privacy
Viewer • Updated • 448 • 317 -
Graph-COM/EAPrivacy
Preview • Updated • 74
Agentic attacks, intervention, and state-aware safety.
-
EverywhereSafety/SEAD-SFT-v1
Viewer • Updated • 7.54k • 210 -
EverywhereSafety/MTID
Updated • 27 -
One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue
Paper • 2605.05630 • Published • 10 -
The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search
Paper • 2512.01353 • Published • 2