← Back to papers
2025 ICML ICML 2025

LLMScan: Causal Scan for LLM Misbehavior Detection

🌉 Interdisciplinary Bridge — Artificial Intelligence and Knowledge & Reasoning and Natural Language Processing
🧭 Keyword Pioneer — misbehavior detection
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Speech & Audio

Authors

Mengdi Zhang , Goh Kai Kiat , Peixin Zhang , Jun Sun , Lin Xin Rose , Hongyu Zhang

Topics

Artificial Intelligence > Core AI > AI Safety Natural Language Processing > Resources & Methods > Large Language Models Knowledge & Reasoning > Reasoning > Causal Inference

Keywords

causal inference ai safety misbehavior detection large language model
Download PDF

Related papers

Scaling Sparse Feature Circuits For Studying In-Context Learning 2025
Incremental Gradient Descent with Small Epoch Counts is Surprisingly Slow on Ill-Conditioned Problems 2025
SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics 2025
Batch List-Decodable Linear Regression via Higher Moments 2025
GS-Bias: Global-Spatial Bias Learner for Single-Image Test-Time Adaptation of Vision-Language Models 2025