Adnan Siraj Rakin

Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness Against Adversarial Attack

Zhezhi He, Adnan Siraj Rakin, Deliang Fan · 2019 · 263 citations

Trainable Randomness, Data Augmentation, Convolutional Neural Network +14

Bit-Flip Attack: Crushing Neural Network With Progressive Bit Search

Adnan Siraj Rakin, Zhezhi He, Deliang Fan · 2019 · 225 citations

Hardware Security, Convolutional Neural Network, Engineering +14

TBT: Targeted Neural Network Attack With Bit Trojan

Adnan Siraj Rakin, Zhezhi He, Deliang Fan · 2020 · 188 citations

Hardware Trojan, Engineering, Machine Learning +19

DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories

Adnan Siraj Rakin, Md Hafizul Islam Chowdhuryy, Fan Yao et al. · 2022 IEEE Symposium on Security and Privacy (SP) · 2022 · 95 citations

Structured Prediction, Convolutional Neural Network, Engineering +18

CMP-PIM

Shaahin Angizi, Zhezhi He, Adnan Siraj Rakin et al. · 2018 · 79 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +13