Alert button
Picture for Khin Mi Mi Aung

Khin Mi Mi Aung

Alert button

Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy

Dec 08, 2022
Ergute Bao, Yizheng Zhu, Xiaokui Xiao, Yin Yang, Beng Chin Ooi, Benjamin Hong Meng Tan, Khin Mi Mi Aung

Figure 1 for Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy
Figure 2 for Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy
Figure 3 for Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy
Viaarxiv icon

FFConv: Fast Factorized Neural Network Inference on Encrypted Data

Feb 06, 2021
Yuxiao Lu, Jie Lin, Chao Jin, Zhe Wang, Khin Mi Mi Aung, Xiaoli Li

Figure 1 for FFConv: Fast Factorized Neural Network Inference on Encrypted Data
Figure 2 for FFConv: Fast Factorized Neural Network Inference on Encrypted Data
Figure 3 for FFConv: Fast Factorized Neural Network Inference on Encrypted Data
Figure 4 for FFConv: Fast Factorized Neural Network Inference on Encrypted Data
Viaarxiv icon

PrivFT: Private and Fast Text Classification with Homomorphic Encryption

Aug 19, 2019
Ahmad Al Badawi, Luong Hoang, Chan Fook Mun, Kim Laine, Khin Mi Mi Aung

Figure 1 for PrivFT: Private and Fast Text Classification with Homomorphic Encryption
Figure 2 for PrivFT: Private and Fast Text Classification with Homomorphic Encryption
Figure 3 for PrivFT: Private and Fast Text Classification with Homomorphic Encryption
Figure 4 for PrivFT: Private and Fast Text Classification with Homomorphic Encryption
Viaarxiv icon

The AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs

Nov 02, 2018
Ahmad Al Badawi, Jin Chao, Jie Lin, Chan Fook Mun, Sim Jun Jie, Benjamin Hong Meng Tan, Xiao Nan, Khin Mi Mi Aung, Vijay Ramaseshan Chandrasekhar

Figure 1 for The AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs
Figure 2 for The AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs
Figure 3 for The AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs
Figure 4 for The AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs
Viaarxiv icon