Publications

960 results for Trustworthy AI

From Alignment to Access Control: A Unified View of GenAI Policy Enforcement
- - Nathalie Baracaldo Angel
- 2026
- USENIX Security 2026
Talk
ProbeLLM: Automating Principled Diagnosis of LLM Failures
- - Yue Huang
  - Zhengzhe Jiang
  - et al.
- 2026
- ICML 2026
Conference paper
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PPDL: LLM-Based Flows as Probabilistic Programs
- - Louis Mandel
  - Guillaume Baudart
  - et al.
- 2026
- ICML 2026
Conference paper
Characterizing Agents in Production
- - Melissa Pan
  - Negar Arabzadeh
  - et al.
- 2026
- ICML 2026
Conference paper
The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search
- - Rongzhe Wei
  - Peizhi Niu
  - et al.
- 2026
- ICML 2026
Conference paper
Scaling Laws in Model Fine-tuning for Audio DeepFake Detection
- - Xiang Li
  - Pin-Yu Chen
  - et al.
- 2026
- ICML 2026
Conference paper
Position: Collusion Risks Among AI Reasoning Agents Justify Certification Requirements for Making Market Decisions
- - Matthew Riemer
  - Tommaso Tosato
  - et al.
- 2026
- ICML 2026
Conference paper
Position: Agentic Systems Should be General
- - Elron Bandel
  - Asaf Yehudai
  - et al.
- 2026
- ICML 2026
Conference paper
Scalable Circuit Learning for Interpreting Large Language Models
- - Naiyu Yin
  - Dennis Wei
  - et al.
- 2026
- ICML 2026
Workshop paper
Computational Safety for Generative AI: A Hypothesis Testing Perspective
- - Pin-Yu Chen
- 2026
- ICML 2026
Workshop paper