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AI Safety

2,972 papers

Papers per year

Papers

Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition NIPS 2024
Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues ACL 2024
Simplifying Constraint Inference with Inverse Reinforcement Learning NIPS 2024
The Generalization and Robustness of Transformer-Based Language Models on Commonsense Reasoning AAAI 2024
Efficient Adversarial Training in LLMs with Continuous Attacks NIPS 2024
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection NAACL 2024
Learning Safety Constraints from Demonstrations with Unknown Rewards AISTATS 2024
AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents NIPS 2024
A theoretical case-study of Scalable Oversight in Hierarchical Reinforcement Learning NIPS 2024
Compos Mentis at SemEval2024 Task6: A Multi-Faceted Role-based Large Language Model Ensemble to Detect Hallucination SEMEVAL 2024
Towards a Unified Framework for Adaptable Problematic Content Detection via Continual Learning NAACL 2024
BadActs: A Universal Backdoor Defense in the Activation Space ACL 2024
Improving Alignment and Robustness with Circuit Breakers NIPS 2024
Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution EMNLP 2024
Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts EMNLP 2024
DarkFed: A Data-Free Backdoor Attack in Federated Learning IJCAI 2024
SELF-GUARD: Empower the LLM to Safeguard Itself NAACL 2024
Conditional Backdoor Attack via JPEG Compression AAAI 2024
Fast Best-of-N Decoding via Speculative Rejection NIPS 2024
Sandwich attack: Multi-language Mixture Adaptive Attack on LLMs NAACL 2024
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning CVPR 2024
Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration NIPS 2024
Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications ACL 2024
CoSafe: Evaluating Large Language Model Safety in Multi-Turn Dialogue Coreference EMNLP 2024
Secure Your Model: An Effective Key Prompt Protection Mechanism for Large Language Models NAACL 2024