Rakin, Adnan Siraj

7 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