Adnan Siraj Rakin
Arizona State University
H-index: 18
North America-United States
Top articles of Adnan Siraj Rakin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
DRAM-Profiler: An Experimental DRAM RowHammer Vulnerability Profiling Mechanism | arXiv preprint arXiv:2404.18396 | Ranyang Zhou Jacqueline T Liu Nakul Kochar Sabbir Ahmed Adnan Siraj Rakin | 2024/4/29 |
EMGAN: Early-Mix-GAN on Extracting Server-Side Model in Split Federated Learning | Proceedings of the AAAI Conference on Artificial Intelligence | Jingtao Li Xing Chen Li Yang Adnan Siraj Rakin Deliang Fan | 2024/3/24 |
System and method for robust neural networking via noise injection | 2023/3/16 | ||
Dynamic additive attention adaption for memory-efficient multi-domain on-device learning | 2023/10/26 | ||
Inverse Design of Silicon Photonics Components: A Study from Deep Learning Perspective | Mohammad Jobayer Hossain David Reitano Adnan Siraj Rakin | 2023 | |
DeepShuffle: A Lightweight Defense Framework against Adversarial Fault Injection Attacks on Deep Neural Networks in Multi-Tenant Cloud-FPGA | Yukui Luo Adnan Siraj Rakin Deliang Fan Xiaolin Xu | 2023/10/17 | |
SSDA: Secure Source-Free Domain Adaptation | Sabbir Ahmed Abdullah Al Arafat Mamshad Nayeem Rizve Rahim Hossain Zhishan Guo | 2023 | |
Systems and methods for a full-stack obfuscation framework to mitigate neural network architecture theft | 2023/12/14 | ||
Dnn-defender: An in-dram deep neural network defense mechanism for adversarial weight attack | arXiv preprint arXiv:2305.08034 | Ranyang Zhou Sabbir Ahmed Adnan Siraj Rakin Shaahin Angizi | 2023/5/14 |
DRAM-Locker: A General-Purpose DRAM Protection Mechanism against Adversarial DNN Weight Attacks | arXiv preprint arXiv:2312.09027 | Ranyang Zhou Sabbir Ahmed Arman Roohi Adnan Siraj Rakin Shaahin Angizi | 2023/12/14 |
Method and System for Training a Neural Network for Generating Universal Adversarial Perturbations | 2023/4/13 | ||
Methods of training deep neural networks (dnn) using signal non-idealities and quantization associated with in-memory operations and related devices | 2023/3/23 | ||
Threshold breaker: Can counter-based rowhammer prevention mechanisms truly safeguard dram? | arXiv preprint arXiv:2311.16460 | Ranyang Zhou Jacqueline Liu Sabbir Ahmed Nakul Kochar Adnan Siraj Rakin | 2023/11/28 |
Exploration of Security and Privacy Challenges through Adversarial Weight Perturbation in Deep Learning Models | Adnan Siraj Rakin | 2022 | |
Rep-net: Efficient on-device learning via feature reprogramming | Li Yang Adnan Siraj Rakin Deliang Fan | 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 | 2022 | |
Da3: Dynamic additive attention adaption for memory-efficient on-device multi-domain learning | Li Yang Adnan Siraj Rakin Deliang Fan | 2022 | |
Deepsteal: Advanced model extractions leveraging efficient weight stealing in memories | Adnan Siraj Rakin Md Hafizul Islam Chowdhuryy Fan Yao Deliang Fan | 2022/5/22 | |
Improving the accuracy and robustness of rram-based in-memory computing against rram hardware noise and adversarial attacks | Semiconductor Science and Technology | Sai Kiran Cherupally Jian Meng Adnan Siraj Rakin Shihui Yin Injune Yeo | 2022/1/13 |
RA-BNN: Constructing Robust & Accurate Binary Neural Network to Simultaneously Defend Adversarial Bit-Flip Attack and Improve Accuracy | arXiv preprint arXiv:2103.13813 | Adnan Siraj Rakin Li Yang Jingtao Li Fan Yao Chaitali Chakrabarti | 2021/3/22 |
Co-Authors
