MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation
Kariyappa, Sanjay, Prakash, Atul, Qureshi, Moinuddin K
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Defending Against Model Stealing Attacks With Adaptive Misinformation
Kariyappa, Sanjay, Qureshi, Moinuddin K.
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
Noise-Resilient DNN: Tolerating Noise in PCM-Based AI Accelerators via Noise-Aware Training
Kariyappa, Sanjay, Tsai, Hsinyu, Spoon, Katie, Ambrogio, Stefano, Narayanan, Pritish, Mackin, Charles, Chen, An, Qureshi, Moinuddin, Burr, Geoffrey W.
Published in IEEE transactions on electron devices (01.09.2021)
Published in IEEE transactions on electron devices (01.09.2021)
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Journal Article
Enabling Transparent Memory-Compression for Commodity Memory Systems
Young, Vinson, Kariyappa, Sanjay, Qureshi, Moinuddin K.
Published in 2019 IEEE International Symposium on High Performance Computer Architecture (HPCA) (01.02.2019)
Published in 2019 IEEE International Symposium on High Performance Computer Architecture (HPCA) (01.02.2019)
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Conference Proceeding
Bespoke Cache Enclaves: Fine-Grained and Scalable Isolation from Cache Side-Channels via Flexible Set-Partitioning
Saileshwar, Gururaj, Kariyappa, Sanjay, Qureshi, Moinuddin
Published in 2021 International Symposium on Secure and Private Execution Environment Design (SEED) (01.09.2021)
Published in 2021 International Symposium on Secure and Private Execution Environment Design (SEED) (01.09.2021)
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Conference Proceeding
Privacy-Preserving Algorithmic Recourse
Pentyala, Sikha, Sharma, Shubham, Kariyappa, Sanjay, Lecue, Freddy, Magazzeni, Daniele
Year of Publication 23.11.2023
Year of Publication 23.11.2023
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Journal Article
ExPLoit: Extracting Private Labels in Split Learning
Kariyappa, Sanjay, Qureshi, Moinuddin K
Published in 2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML) (01.02.2023)
Published in 2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML) (01.02.2023)
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Conference Proceeding
SHAP@k:Efficient and Probably Approximately Correct (PAC) Identification of Top-k Features
Kariyappa, Sanjay, Tsepenekas, Leonidas, Lécué, Freddy, Magazzeni, Daniele
Year of Publication 10.07.2023
Year of Publication 10.07.2023
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Journal Article