Folgen
Adnan Siraj Rakin
Adnan Siraj Rakin
Assistant Professor (CS), Binghamton University (SUNY)
Bestätigte E-Mail-Adresse bei binghamton.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Parametric noise injection: Trainable randomness to improve deep neural network robustness against adversarial attack
AS Rakin, Z He, D Fan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
3002019
Bit-flip attack: Crushing neural network with progressive bit search
AS Rakin, Z He, D Fan
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
2112019
Tbt: Targeted neural network attack with bit trojan
AS Rakin, Z He, D Fan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
2062020
{DeepHammer}: Depleting the intelligence of deep neural networks through targeted chain of bit flips
F Yao, AS Rakin, D Fan
29th USENIX Security Symposium (USENIX Security 20), 1463-1480, 2020
1352020
Cmp-pim: an energy-efficient comparator-based processing-in-memory neural network accelerator
S Angizi, Z He, AS Rakin, D Fan
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
1202018
Defending and harnessing the bit-flip based adversarial weight attack
AS Rakin, Z He, J Li, C Chakrabarti, D Fan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
812020
Deepsteal: Advanced model extractions leveraging efficient weight stealing in memories
AS Rakin, MHI Chowdhuryy, F Yao, D Fan
2022 IEEE symposium on security and privacy (SP), 1157-1174, 2022
712022
T-BFA: Targeted Bit-Flip Adversarial Weight Attack
AS Rakin, Z He, J Li, F Yao, C Chakrabarti, D Fan
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), 7928 …, 2021
662021
Defend deep neural networks against adversarial examples via fixed and dynamic quantized activation functions
AS Rakin, J Yi, B Gong, D Fan
arXiv preprint arXiv:1807.06714, 2018
552018
Defending bit-flip attack through dnn weight reconstruction
J Li, AS Rakin, Y Xiong, L Chang, Z He, D Fan, C Chakrabarti
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
512020
Low loss and flat dispersion Kagome photonic crystal fiber in the terahertz regime
S Rana, AS Rakin, MR Hasan, MS Reza, R Leonhardt, D Abbott, ...
Optics Communications 410, 452-456, 2018
512018
{Deep-Dup}: An adversarial weight duplication attack framework to crush deep neural network in {Multi-Tenant}{FPGA}
AS Rakin, Y Luo, X Xu, D Fan
30th USENIX Security Symposium (USENIX Security 21), 1919-1936, 2021
482021
Radar: Run-time adversarial weight attack detection and accuracy recovery
J Li, AS Rakin, Z He, D Fan, C Chakrabarti
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 790-795, 2021
402021
Low loss and low dispersion fiber for transmission applications in the terahertz regime
S Rana, AS Rakin, H Subbaraman, R Leonhardt, D Abbott
IEEE Photonics Technology Letters 29 (10), 830-833, 2017
372017
Ressfl: A resistance transfer framework for defending model inversion attack in split federated learning
J Li, AS Rakin, X Chen, Z He, D Fan, C Chakrabarti
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
352022
Pim-tgan: A processing-in-memory accelerator for ternary generative adversarial networks
AS Rakin, S Angizi, Z He, D Fan
2018 IEEE 36th International Conference on Computer Design (ICCD), 266-273, 2018
302018
Robust sparse regularization: Defending adversarial attacks via regularized sparse network
AS Rakin, Z He, L Yang, Y Wang, L Wang, D Fan
Proceedings of the 2020 on Great Lakes Symposium on VLSI, 125-130, 2020
25*2020
Neurobfuscator: A full-stack obfuscation tool to mitigate neural architecture stealing
J Li, Z He, AS Rakin, D Fan, C Chakrabarti
2021 IEEE International Symposium on Hardware Oriented Security and Trust …, 2021
202021
Sparse BD-Net: A multiplication-less DNN with sparse binarized depth-wise separable convolution
Z He, L Yang, S Angizi, AS Rakin, D Fan
ACM Journal on Emerging Technologies in Computing Systems (JETC) 16 (2), 1-24, 2020
202020
Rep-net: Efficient on-device learning via feature reprogramming
L Yang, AS Rakin, D Fan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
192022
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–20