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Evaluating Risks in Weak-to-Strong Alignment: A Bias-Variance Perspective  🎯BM25
arxiv.org·3d
Semantic Denial of Service in LLM-controlled robots  💉Prompt Injection
arxiv.org·3d
Mechanistic Steering of LLMs Reveals Layer-wise Feature Vulnerabilities in Adversarial Settings  🛡️AI Security
arxiv.org·4d
Estimating Tail Risks in Language Model Output Distributions  🧠LLM Inference
arxiv.org·5d
Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework  🏆LLM Benchmarking
arxiv.org·5d·Hacker News
Risk Reporting for Developers' Internal AI Model Use  🔎AI Auditing
arxiv.org·3d
Does Machine Unlearning Preserve Clinical Safety? A Risk Analysis for Medical Image Classification  🛡️AI Security
arxiv.org·4d
Safe-Support Q-Learning: Learning without Unsafe Exploration  🛡️AI Security
arxiv.org·3d
Agentic Adversarial Rewriting Exposes Architectural Vulnerabilities in Black-Box NLP Pipelines  🛡️AI Security
arxiv.org·4d
Governing What You Cannot Observe: Adaptive Runtime Governance for Autonomous AI Agents  🛡️AI Security
arxiv.org·4d
Certified geometric robustness -- Super-DeepG  ✨Gemini
arxiv.org·4d
UGAF-ITS: A Standards Harmonization Framework and Validation Tool for Multi-Framework AI Governance in Distributed Intelligent Transportation Systems  🌐Distributed systems
arxiv.org·4d

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