Adnan Siraj Rakin - Concepedia

Author

Adnan Siraj Rakin

Arizona State University ORCID

Also Known As

Adnan Siraj Rakin, Rakin, Adnan Siraj

Publications

1.6K

Citations

H-Index

Concepts

All Affiliations

Arizona State University University of Central Florida Shanghai Jiao Tong University Columbia University

About

Adnan Siraj Rakin is an author at Arizona State University specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	17	1.2K
2	Computer Science	15	16	1.2K
3	Computer Engineering	11	11	784
4	Data Science	6	6	420
5	Applied Physics	1	1	46

Adnan Siraj Rakin

Publications

1.4K

Citations

H-Index

Page 1

	Year	Citations
Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness Against Adversarial Attack Zhezhi He, Adnan Siraj Rakin, Deliang Fan Trainable RandomnessData AugmentationConvolutional Neural NetworkParametric Noise InjectionMachine Learning	2019	263
Bit-Flip Attack: Crushing Neural Network With Progressive Bit Search Adnan Siraj Rakin, Zhezhi He, Deliang Fan Hardware SecurityConvolutional Neural NetworkEngineeringMachine LearningProgressive Bit Search	2019	225
TBT: Targeted Neural Network Attack With Bit Trojan Adnan Siraj Rakin, Zhezhi He, Deliang Fan Hardware TrojanEngineeringMachine LearningEvasion TechniqueInformation Security	2020	188
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories Adnan Siraj Rakin, Md Hafizul Islam Chowdhuryy, Fan Yao, 2022 IEEE Symposium on Security and Privacy (SP) Structured PredictionConvolutional Neural NetworkEngineeringMachine LearningDnn Privacy	2022	95
CMP-PIM Shaahin Angizi, Zhezhi He, Adnan Siraj Rakin, Convolutional Neural NetworkDeep Neural NetworksEngineeringMachine LearningConvolution Layers	2018	79
Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack Zhezhi He, Adnan Siraj Rakin, Jingtao Li, Convolutional Neural NetworkEngineeringMachine LearningAdversarial AttackEvasion Technique	2020	77
ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning Jingtao Li, Adnan Siraj Rakin, Xing Chen, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) EngineeringMachine LearningData ScienceModel InversionInformation Security	2022	69
T-BFA: <u>T</u>argeted <u>B</u>it-<u>F</u>lip Adversarial Weight <u>A</u>ttack Adnan Siraj Rakin, Zhezhi He, Jingtao Li, IEEE Transactions on Pattern Analysis and Machine Intelligence	2021	54
Defending Bit-Flip Attack through DNN Weight Reconstruction Jingtao Li, Adnan Siraj Rakin, Yan Xiong,	2020	50
Low loss and flat dispersion Kagome photonic crystal fiber in the terahertz regime Sohel Rana, Adnan Siraj Rakin, Md. Rabiul Hasan, Optics Communications PhotonicsThz PhotonicsTerahertz SpectroscopyEngineeringPhysics	2017	46

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