Assessing Confidence in Large Language Models by Classifying Task Correctness using Similarity Features
- Debarun Bhattacharjya
- Balaji Ganesan
- et al.
- 2025
- ICLR 2025
Publications
910 results for Trustworthy AI
Rationalization Models for Text-to-SQL
- 2025
- ICLR 2025
SafeMERGE: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model Merging
- Aladin Djuhera
- Swanand Ravindra Kadhe
- et al.
- 2025
- ICLR 2025
Out-of-Distribution Detection using Synthetic Data Generation
- Momin Abbas
- Muneeza Azmat
- et al.
- 2025
- ICLR 2025
REST API Functional Tester
- Diptikalyan Saha
- Devika Sondhi
- et al.
- 2025
- ISEC 2025
Retention Score: Quantifying Jailbreak Risks for Vision Language Models
- Zaitang Li
- Pin-Yu Chen
- et al.
- 2025
- AAAI 2025
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models
- Xiaomeng Xu
- Pin-Yu Chen
- et al.
- 2025
- AAAI 2025
PEEL the Layers and Find Yourself: Revisiting Inference-time Data Leakage for Residual Neural Networks
- Huzaifa Arif
- Keerthiram Murugesan
- et al.
- 2025
- IEEE SaTML 2025
VP-NTK: Exploring the Benefits of Visual Prompting in Differentially Private Data Synthesis
- Chia-Yi Hsu
- Jia-You Chen
- et al.
- 2025
- ICASSP 2025
Towards Unbiased Evaluation of Time-series Anomaly Detector
- Debarpan Bhattacharya
- Sumanta Mukherjee
- et al.
- 2025
- ICASSP 2025