Sanjay Kariyappa
Georgia Institute of Technology
H-index: 10
North America-United States
Top articles of Sanjay Kariyappa
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
SHAP@ k: Efficient and Probably Approximately Correct (PAC) Identification of Top-k Features | Proceedings of the AAAI Conference on Artificial Intelligence | Sanjay Kariyappa Leonidas Tsepenekas Freddy Lécué Daniele Magazzeni | 2024/3/24 |
Bounding the invertibility of privacy-preserving instance encoding using fisher information | Advances in Neural Information Processing Systems | Kiwan Maeng Chuan Guo Sanjay Kariyappa G Edward Suh | 2024/2/13 |
Exploit: Extracting private labels in split learning | Sanjay Kariyappa Moinuddin K Qureshi | 2023/2/8 | |
Privacy-Preserving Algorithmic Recourse | arXiv preprint arXiv:2311.14137 | Sikha Pentyala Shubham Sharma Sanjay Kariyappa Freddy Lecue Daniele Magazzeni | 2023/11/23 |
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 | 2023/7/3 | |
Information Flow Control in Machine Learning through Modular Model Architecture | arXiv preprint arXiv:2306.03235 | Trishita Tiwari Suchin Gururangan Chuan Guo Weizhe Hua Sanjay Kariyappa | 2023/6/5 |
Drift regularization to counteract variation in drift coefficients for analog accelerators | 2022/11/29 | ||
Measuring and controlling split layer privacy leakage using fisher information | arXiv preprint arXiv:2209.10119 | Kiwan Maeng Chuan Guo Sanjay Kariyappa Edward Suh | 2022/9/21 |
Neural network accelerators resilient to conductance drift | 2022/3/31 | ||
Noise-resilient DNN: Tolerating noise in PCM-based AI accelerators via noise-aware training | IEEE Transactions on Electron Devices | Sanjay Kariyappa Hsinyu Tsai Katie Spoon Stefano Ambrogio Pritish Narayanan | 2021/7/2 |
Enabling inference privacy with adaptive noise injection | arXiv preprint arXiv:2104.02261 | Sanjay Kariyappa Ousmane Dia Moinuddin K Qureshi | 2021/4/6 |
Protecting dnns from theft using an ensemble of diverse models | Sanjay Kariyappa Atul Prakash Moinuddin K Qureshi | 2021/3/6 | |
Maze: Data-free model stealing attack using zeroth-order gradient estimation | Sanjay Kariyappa Atul Prakash Moinuddin K Qureshi | 2021 | |
Bespoke cache enclaves: Fine-grained and scalable isolation from cache side-channels via flexible set-partitioning | Gururaj Saileshwar Sanjay Kariyappa Moinuddin Qureshi | 2021/9 | |
Defending against model stealing attacks with adaptive misinformation | Sanjay Kariyappa Moinuddin K Qureshi | 2020 |
Co-Authors
