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AI Safety

3,026 papers

Papers per year

5
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Papers

Aligners: Decoupling LLMs and Alignment EMNLP 2024
DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers EMNLP 2024
Does Context Help Mitigate Gender Bias in Neural Machine Translation? EMNLP 2024
Look Who’s Talking Now: Covert Channels From Biased LLMs EMNLP 2024
CROWD: Certified Robustness via Weight Distribution for Smoothed Classifiers against Backdoor Attack EMNLP 2024
LLM Internal States Reveal Hallucination Risk Faced With a Query EMNLP 2024
WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions EMNLP 2024
Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning EMNLP 2024
Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios EMNLP 2024
Covert Bias: The Severity of Social Views’ Unalignment in Language Models Towards Implicit and Explicit Opinion EMNLP 2024
Eliciting Uncertainty in Chain-of-Thought to Mitigate Bias against Forecasting Harmful User Behaviors EMNLP 2024
A Test Suite of Prompt Injection Attacks for LLM-based Machine Translation EMNLP 2024
Cooperation and Control in Delegation Games IJCAI 2024
Detecting and Understanding Vulnerabilities in Language Models via Mechanistic Interpretability IJCAI 2024
Formalisation and Evaluation of Properties for Consequentialist Machine Ethics IJCAI 2024
Normative Testimony and Belief Functions: A Formal Theory of Norm Learning IJCAI 2024
BADFSS: Backdoor Attacks on Federated Self-Supervised Learning IJCAI 2024
Imperio: Language-Guided Backdoor Attacks for Arbitrary Model Control IJCAI 2024
Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness in the Physical World IJCAI 2024
What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning IJCAI 2024
Exterior Penalty Policy Optimization with Penalty Metric Network under Constraints IJCAI 2024
Pareto Inverse Reinforcement Learning for Diverse Expert Policy Generation IJCAI 2024
DarkFed: A Data-Free Backdoor Attack in Federated Learning IJCAI 2024
ConstrainedZero: Chance-Constrained POMDP Planning Using Learned Probabilistic Failure Surrogates and Adaptive Safety Constraints IJCAI 2024
Information-Theoretic Opacity-Enforcement in Markov Decision Processes IJCAI 2024