Rakin, Adnan Siraj

11 publications

CVPR 2025 DeepCompress-ViT: Rethinking Model Compression to Enhance Efficiency of Vision Transformers at the Edge Sabbir Ahmed, Abdullah Al Arafat, Deniz Najafi, Akhlak Mahmood, Mamshad Nayeem Rizve, Mohaiminul Al Nahian, Ranyang Zhou, Shaahin Angizi, Adnan Siraj Rakin

CVPR 2024 Deep-TROJ: An Inference Stage Trojan Insertion Algorithm Through Efficient Weight Replacement Attack Sabbir Ahmed, Ranyang Zhou, Shaahin Angizi, Adnan Siraj Rakin

AAAI 2024 EMGAN: Early-Mix-GAN on Extracting Server-Side Model in Split Federated Learning Jingtao Li, Xing Chen, Li Yang, Adnan Siraj Rakin, Deliang Fan, Chaitali Chakrabarti

ICCV 2023 SSDA: Secure Source-Free Domain Adaptation Sabbir Ahmed, Abdullah Al Arafat, Mamshad Nayeem Rizve, Rahim Hossain, Zhishan Guo, Adnan Siraj Rakin

CVPRW 2022 DA3: Dynamic Additive Attention Adaption for Memory-Efficient On-Device Multi-Domain Learning Li Yang, Adnan Siraj Rakin, Deliang Fan

CVPR 2022 Rep-Net: Efficient On-Device Learning via Feature Reprogramming Li Yang, Adnan Siraj Rakin, Deliang Fan

CVPR 2022 ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning Jingtao Li, Adnan Siraj Rakin, Xing Chen, Zhezhi He, Deliang Fan, Chaitali Chakrabarti

CVPR 2020 Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack Zhezhi He, Adnan Siraj Rakin, Jingtao Li, Chaitali Chakrabarti, Deliang Fan

CVPR 2020 TBT: Targeted Neural Network Attack with Bit Trojan Adnan Siraj Rakin, Zhezhi He, Deliang Fan

ICCV 2019 Bit-Flip Attack: Crushing Neural Network with Progressive Bit Search Adnan Siraj Rakin, Zhezhi He, Deliang Fan

CVPR 2019 Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness Against Adversarial Attack Zhezhi He, Adnan Siraj Rakin, Deliang Fan