Secure and Safe AI Agents for Big Data Infrastructures
- Bhavya Bhavya
- Sai Sree Laya Chukkapalli
- 2025
- Big Data 2025
Publications
895 results for Trustworthy AI
Cross-Process Defect Attribution using Potential Loss Analysis
- Ide-San Ide
- Kohei Miyaguchi
- 2025
- WSC 2025
Shape it Up! Restoring LLM Safety during Finetuning
- Shengyun Peng
- Pin-Yu Chen
- et al.
- 2025
- NeurIPS 2025
Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
- Yanbo Wang
- Zixiang Xu
- et al.
- 2025
- NeurIPS 2025
BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks
- Anna Sokol
- Elizabeth Daly
- et al.
- 2025
- NeurIPS 2025
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
- Andrea Pugnana
- Riccardo Massidda
- et al.
- 2025
- NeurIPS 2025
Causally Reliable Concept Bottleneck Models
- Giovanni De Felice
- Arianna Casanova Flores
- et al.
- 2025
- NeurIPS 2025
CoP: Agentic Red-teaming for Large Language Models using Composition of Principles
- Chen Xiong
- Pin-Yu Chen
- et al.
- 2025
- NeurIPS 2025
Know What You Don't Know: Uncertainty Calibration of Process Reward Models
- Young Jin Park
- Kristjan Greenewald
- et al.
- 2025
- NeurIPS 2025
Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
- Dennis Wei
- Inkit Padhi
- et al.
- 2025
- NeurIPS 2025