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Artificial Intelligence › Core AI ›

AI Safety

3,026 papers

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Papers

Unleashing the Unseen: Harnessing Benign Datasets for Jailbreaking Large Language Models EACL 2026

VortexPIA: Indirect Prompt Injection Attack against LLMs for Efficient Extraction of User Privacy EACL 2026

Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs EACL 2026

The Unintended Trade-off of AI Alignment: Balancing Hallucination Mitigation and Safety in LLMs EACL 2026

Detection of Adversarial Prompts with Model Predictive Entropy EACL 2026

Do Large Language Models Reflect Demographic Pluralism in Safety? EACL 2026

The Hidden Bias: A Study on Explicit and Implicit Political Stereotypes in Large Language Models EACL 2026

A Simple and Efficient Learning-Style Prompting for LLM Jailbreaking EACL 2026

Process Evaluation for Agentic Systems EACL 2026

SafeSearch: Do Not Trade Safety for Utility in LLM Search Agents EACL 2026

ConVerse: Benchmarking Contextual Safety in Agent-to-Agent Conversations EACL 2026

SIRAJ: Diverse and Efficient Red-Teaming for LLM Agents via Distilled Structured Reasoning EACL 2026

Reasoning about Uncertainty: Do Reasoning Models Know When They Don’t Know? EACL 2026

Conformal Feedback Alignment: Quantifying Answer-Level Reliability for Robust LLM Alignment EACL 2026

BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage EACL 2026

SpARK: An Embarrassingly Simple Sparse Watermarking in LLMs with Enhanced Text Quality EACL 2026

Reducing Hallucinations in Language Model-based SPARQL Query Generation Using Post-Generation Memory Retrieval EACL 2026

Jailbreaking Safeguarded Text-to-Image Models via Large Language Models EACL 2026

Open-Domain Safety Policy Construction EACL 2026

PATCH: Mitigating PII Leakage in Language Models with Privacy-Aware Targeted Circuit PatcHing EACL 2026

DuFFin: A Dual-Level Fingerprinting Framework for LLMs IP Protection EACL 2026

Role-Conditioned Refusals: Evaluating Access Control Reasoning in Large Language Models EACL 2026

FINEST: Improving LLM Responses to Sensitive Topics Through Fine-Grained Evaluation EACL 2026

When Do Language Models Endorse Limitations on Human Rights Principles? EACL 2026

Code-Switching as a Safety Failure Mode in Large Language Models: An Empirical Study of Roman Urdu across English, Mixed, and Transliteration-Only Inputs EACL 2026