Exploring Vulnerabilities in LLMs: A Red Teaming Approach to Evaluate Social Bias
- Yuya Jeremy Ong
- Jay Pankaj Gala
- et al.
- 2024
- IEEE CISOSE 2024
Conference paper
Publications
935 results for Trustworthy AI
Quantifying Representation Reliability in Self-Supervised Learning Models
- Young Jin Park
- Hao Wang
- et al.
- 2024
- UAI 2024
Conference paperIdentifying Homogeneous and Interpretable Groups for Conformal Prediction
- Natalia Martinez Gil
- Dhaval Patel
- et al.
- 2024
- UAI 2024
Conference paperPrivacy-Preserving Verification of Preprocessing in Machine Learning Models
- Wenbiao Li
- Anisa Halimi
- et al.
- 2024
- PETS 2024
PosterAutoPeptideML: A study on how to build more trustworthy peptide bioactivity predictors
- Raúl Fernández Díaz
- Rodrigo Cossio-pérez
- et al.
- 2024
- ISMB 2024
PosterEffective In-Silico Gene Perturbation by Machine Learning Model Interpretation for Immunotherapies
- Tanwi Biswas
- Akira Koseki
- et al.
- 2024
- ISMB 2024
PosterEffect of dataset partitioning strategies for evaluating out-of-distribution generalisation for predictive models in biochemistry
- 2024
- ISMB 2024
PosterTransformer Models with Explainability for IT Telemetry and Business Events
- Shiau Hong Lim
- Laura Wynter
- 2024
- SSE 2024
Conference paperGroup Fairness with Uncertain Sensitive Attributes
- Abhin Shah
- Maohao Shen
- et al.
- 2024
- ISIT 2024
Conference paperGeospatial Sampling by Maximizing Information Entropy
- 2024
- IGARSS 2024
Conference paper