Kariyappa, Sanjay

8 publications

TMLR 2025 Interpretable LLM-Based Table Question Answering Giang Nguyen, Ivan Brugere, Shubham Sharma, Sanjay Kariyappa, Anh Totti Nguyen, Freddy Lecue

ICML 2024 Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions Sanjay Kariyappa, Freddy Lecue, Saumitra Mishra, Christopher Pond, Daniele Magazzeni, Manuela Veloso

AAAI 2024 SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features Sanjay Kariyappa, Leonidas Tsepenekas, Freddy Lécué, Daniele Magazzeni

NeurIPS 2023 Bounding the Invertibility of Privacy-Preserving Instance Encoding Using Fisher Information Kiwan Maeng, Chuan Guo, Sanjay Kariyappa, G. Edward Suh

ICML 2023 Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis Sanjay Kariyappa, Chuan Guo, Kiwan Maeng, Wenjie Xiong, G. Edward Suh, Moinuddin K Qureshi, Hsien-Hsin S. Lee

NeurIPSW 2022 Measuring and Controlling Split Layer Privacy Leakage Using Fisher Information Kiwan Maeng, Chuan Guo, Sanjay Kariyappa, Edward Suh

CVPR 2021 MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation Sanjay Kariyappa, Atul Prakash, Moinuddin K Qureshi

ICLR 2021 Protecting DNNs from Theft Using an Ensemble of Diverse Models Sanjay Kariyappa, Atul Prakash, Moinuddin K Qureshi