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Saikat Majumdar
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Adaptive parallel execution of deep neural networks on heterogeneous edge devices
L Zhou, MH Samavatian, A Bacha, S Majumdar, R Teodorescu
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 195-208, 2019
822019
In-memory designing of Delay and Toggle flip-flops utilizing Memristor Aided loGIC (MAGIC)
A Chakraborty, V Saurabh, PS Gupta, R Kumar, S Majumdar, S Das, ...
Integration 66, 24-34, 2019
102019
HASI: Hardware-Accelerated Stochastic Inference, A Defense Against Adversarial Machine Learning Attacks
MH Samavatian, S Majumdar, K Barber, R Teodorescu
arXiv preprint arXiv:2106.05825, 2021
62021
Using Undervolting as an on-Device Defense Against Adversarial Machine Learning Attacks
S Majumdar, MH Samavatian, K Barber, R Teodorescu
2021 IEEE International Symposium on Hardware Oriented Security and Trust …, 2021
42021
DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning
MH Samavatian, S Majumdar, K Barber, R Teodorescu
arXiv preprint arXiv:2208.00498, 2022
22022
Characterizing Side-Channel Leakage of DNN Classifiers though Performance Counters
S Majumdar, MH Samavatian, R Teodorescu
2022 IEEE International Symposium on Hardware Oriented Security and Trust …, 2022
2022
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Articles 1–6