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AI Safety

2,972 papers

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Papers

Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs NIPS 2024
Fast Best-of-N Decoding via Speculative Rejection NIPS 2024
Pseudo-Private Data Guided Model Inversion Attacks NIPS 2024
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models NIPS 2024
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models NIPS 2024
Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition NIPS 2024
Mission Impossible: A Statistical Perspective on Jailbreaking LLMs NIPS 2024
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks NIPS 2024
Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models NIPS 2024
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness NIPS 2024
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks NIPS 2024
Simplifying Constraint Inference with Inverse Reinforcement Learning NIPS 2024
WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models NIPS 2024
Expert-level protocol translation for self-driving labs NIPS 2024
Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level NIPS 2024
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization NIPS 2024
Achieving Domain-Independent Certified Robustness via Knowledge Continuity NIPS 2024
Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor NIPS 2024
The Art of Saying No: Contextual Noncompliance in Language Models NIPS 2024
Diffusion Models are Certifiably Robust Classifiers NIPS 2024
Selective Generation for Controllable Language Models NIPS 2024
CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence NIPS 2024
Predicting Future Actions of Reinforcement Learning Agents NIPS 2024
Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision NIPS 2024
Calibrated Self-Rewarding Vision Language Models NIPS 2024