conftrace_

ai safety

235 papers

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Co-occurring keywords

large language model (13587) responsible ai (182) jailbreak attack (225) adversarial attack (1621) language model (4599) adversarial learning (1595) multi-agent system (1819) safety alignment (178) model alignment (226) agent system (324)

Papers

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing ACL 2025
Benchmarking Multi-National Value Alignment for Large Language Models ACL 2025
Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation ACL 2025
How Does DPO Reduce Toxicity? A Mechanistic Neuron-Level Analysis EMNLP 2025
MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models EMNLP 2025
EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety EMNLP 2025
Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety EMNLP 2025
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights ACL 2025
Negative Human Rights as a Basis for Long-term AI Safety and Regulation (Abstract Reprint) IJCAI 2024
Improving Alignment and Robustness with Circuit Breakers NIPS 2024
HonestLLM: Toward an Honest and Helpful Large Language Model NIPS 2024
Large Language Models Must Be Taught to Know What They Don’t Know NIPS 2024
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? NIPS 2024
Secret Collusion among AI Agents: Multi-Agent Deception via Steganography NIPS 2024
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness NIPS 2024
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages ACL 2024
How should Conversational Agent systems respond to sexual harassment? EACL 2024
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM ACL 2024
PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails ACL 2024
SoFA: Shielded On-the-fly Alignment via Priority Rule Following ACL 2024
Chaos with Keywords: Exposing Large Language Models Sycophancy to Misleading Keywords and Evaluating Defense Strategies ACL 2024
TrustAgent: Towards Safe and Trustworthy LLM-based Agents EMNLP 2024
Learning Human-like Representations to Enable Learning Human Values NIPS 2024
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks NIPS 2024
Expectation Alignment: Handling Reward Misspecification in the Presence of Expectation Mismatch NIPS 2024