Adnan Siraj Rakin
Arizona State University
H-index: 18
North America-United States
Top articles of Adnan Siraj Rakin
DRAM-Profiler: An Experimental DRAM RowHammer Vulnerability Profiling Mechanism
arXiv preprint arXiv:2404.18396
2024/4/29
EMGAN: Early-Mix-GAN on Extracting Server-Side Model in Split Federated Learning
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Jingtao Li
H-Index: 5
Xing Chen
H-Index: 14
Li Yang
H-Index: 16
Adnan Siraj Rakin
H-Index: 10
Deliang Fan
H-Index: 24
Chaitali Chakrabarti
H-Index: 25
Systems and methods for a full-stack obfuscation framework to mitigate neural network architecture theft
2023/12/14
DRAM-Locker: A General-Purpose DRAM Protection Mechanism against Adversarial DNN Weight Attacks
arXiv preprint arXiv:2312.09027
2023/12/14
Threshold breaker: Can counter-based rowhammer prevention mechanisms truly safeguard dram?
arXiv preprint arXiv:2311.16460
2023/11/28
Dynamic additive attention adaption for memory-efficient multi-domain on-device learning
2023/10/26
DeepShuffle: A Lightweight Defense Framework against Adversarial Fault Injection Attacks on Deep Neural Networks in Multi-Tenant Cloud-FPGA
2023/10/17
Dnn-defender: An in-dram deep neural network defense mechanism for adversarial weight attack
arXiv preprint arXiv:2305.08034
2023/5/14
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
System and method for robust neural networking via noise injection
2023/3/16
Inverse Design of Silicon Photonics Components: A Study from Deep Learning Perspective
2023
Mohammad Jobayer Hossain
H-Index: 6
Adnan Siraj Rakin
H-Index: 10
SSDA: Secure Source-Free Domain Adaptation
2023
Sabbir Ahmed
H-Index: 3
Mamshad Nayeem Rizve
H-Index: 4
Zhishan Guo
H-Index: 0
Adnan Siraj Rakin
H-Index: 10
Rep-net: Efficient on-device learning via feature reprogramming
2022
Ressfl: A resistance transfer framework for defending model inversion attack in split federated learning
2022
Jingtao Li
H-Index: 5
Adnan Siraj Rakin
H-Index: 10
Xing Chen
H-Index: 14
Deliang Fan
H-Index: 24
Chaitali Chakrabarti
H-Index: 25
Da3: Dynamic additive attention adaption for memory-efficient on-device multi-domain learning
2022
Deepsteal: Advanced model extractions leveraging efficient weight stealing in memories
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
2022/1/13
Exploration of Security and Privacy Challenges through Adversarial Weight Perturbation in Deep Learning Models
2022
Adnan Siraj Rakin
H-Index: 10
Improving DNN hardware accuracy by in-memory computing noise injection
IEEE Design & Test
2021/12/27
Co-Authors
