Maeng, Kiwan

5 publications

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

ICMLW 2023 Green Federated Learning Ashkan Yousefpour, Shen Guo, Ashish Shenoy, Sayan Ghosh, Pierre Stock, Kiwan Maeng, Schalk-Willem Krüger, Michael Rabbat, Carole-Jean Wu, Ilya Mironov

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

NeurIPSW 2022 Private Data Leakage via Exploiting Access Patterns of Sparse Features in Deep Learning-Based Recommendation Systems Hanieh Hashemi, Wenjie Xiong, Liu Ke, Kiwan Maeng, Murali Annavaram, G. Edward Suh, Hsien-Hsin S. Lee