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
199 results for Explainable AI
AUTOLYCUS: Exploiting Explainable Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable Models
- Abdullah Caglar Oksuz
- Anisa Halimi
- et al.
- 2024
- PETS 2024
Conference paperEffective In-Silico Gene Perturbation by Machine Learning Model Interpretation for Immunotherapies
- Tanwi Biswas
- Akira Koseki
- et al.
- 2024
- ISMB 2024
PosterTransformer Models with Explainability for IT Telemetry and Business Events
- Shiau Hong Lim
- Laura Wynter
- 2024
- SSE 2024
Conference paperGeospatial Sampling by Maximizing Information Entropy
- 2024
- IGARSS 2024
Conference paperMultimodal Sleep Apnea Detection with Missing/Noisy Modality
- Hamed Fayyaz
- Abigail Strang
- et al.
- 2024
- MLHC 2024
Conference paperDiscovering Intrinsic PK/PD Models Using Physics Informed Neural Networks
- Imran Nasim
- Adam Nasim
- et al.
- 2024
- PAGE-Meeting 2024
PosterParaphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
- Yue Zhou
- Yada Zhu
- et al.
- 2024
- NAACL 2024
Conference paperMiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
- Grace Guo
- Lifu Deng
- et al.
- 2024
- FAccT 2024
Conference paperAn Introduction to Geospatial Foundation Model
- 2024
- JpGU 2024
Poster