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Shamik Kundu
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Toward functional safety of systolic array-based deep learning hardware accelerators
S Kundu, S Banerjee, A Raha, S Natarajan, K Basu
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 29 (3), 485-498, 2021
442021
Satisfiability attack-resistant camouflaged two-dimensional heterostructure devices
A Wali, S Kundu, AJ Arnold, G Zhao, K Basu, S Das
ACS nano 15 (2), 3453-3467, 2021
282021
Analyzing the efficiency of machine learning classifiers in hardware-based malware detectors
AP Kuruvila, S Kundu, K Basu
2020 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 452-457, 2020
252020
Explainable machine learning for intrusion detection via hardware performance counters
AP Kuruvila, X Meng, S Kundu, G Pandey, K Basu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022
202022
Defending Hardware-based Malware Detectors against Adversarial Attacks
A Peedikayil Kuruvila, S Kundu, K Basu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
20*2020
Rtl-contest: Concolic testing on rtl for detecting security vulnerabilities
X Meng, S Kundu, AK Kanuparthi, K Basu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
192021
Logic Locking of Integrated Circuits Enabled by Nanoscale MoS2-Based Memtransistors
S Chakrabarti, A Wali, H Ravichandran, S Kundu, TF Schranghamer, ...
ACS Applied Nano Materials 5 (10), 14447-14455, 2022
182022
Special session: Reliability analysis for ML/AI hardware
S Kundu, K Basu, M Sadi, T Titirsha, S Song, A Das, U Guin
arXiv preprint arXiv:2103.12166, 2021
182021
Application of machine learning in hardware trojan detection
S Kundu, X Meng, K Basu
2021 22nd International Symposium on Quality Electronic Design (ISQED), 414-419, 2021
162021
Special session: Reliability analysis for AI/ML hardware
S Kundu, K Basu, M Sadi, T Titirsha, S Song, A Das, U Guin
2021 IEEE 39th VLSI Test Symposium (VTS), 1-10, 2021
14*2021
Predictive diagnosis of glaucoma based on analysis of focal notching along the neuro-retinal rim using machine learning
R Mukherjee, S Kundu, K Dutta, A Sen, S Majumdar
Pattern Recognition and Image Analysis 29, 523-532, 2019
122019
High-level modeling of manufacturing faults in deep neural network accelerators
S Kundu, A Soyyiğit, KA Hoque, K Basu
2020 IEEE 26th International Symposium on On-Line Testing and Robust System …, 2020
92020
Automatic evaluation and predictive analysis of optic nerve head for the detection of glaucoma
K Dutta, R Mukherjee, S Kundu, T Biswas, A Sen
2018 2nd International Conference on Electronics, Materials Engineering …, 2018
92018
Design and logic synthesis of a scalable, efficient quantum number theoretic transform
C Lu, S Kundu, A Kuruvila, SM Ravichandran, K Basu
Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2022
32022
Survey on Quantum Noise-aware Machine Learning
C Lu, S Kundu, A Arunachalam, K Basu
2022 IEEE 15th Dallas Circuit And System Conference (DCAS), 1-2, 2022
32022
Trouble-shooting at GAN Point: Improving Functional Safety in Deep Learning Accelerators
S Kundu, S Banerjee, A Raha, F Su, S Natarajan, K Basu
IEEE Transactions on Computers, 2023
22023
Secure logic locking with strain-protected nanomagnet logic
N Hassan, AJ Edwards, D Bhattacharya, MM Shihab, V Venkat, P Zhou, ...
2021 58th ACM/IEEE Design Automation Conference (DAC), 127-132, 2021
22021
Hardcompress: A novel hardware-based low-power compression scheme for dnn accelerators
A Arunachalam, S Kundu, A Raha, S Banerjee, S Natarajan, K Basu
2021 22nd International Symposium on Quality Electronic Design (ISQED), 457-462, 2021
22021
Dynamic queuing model for the secondary users in a cognitive radio network for improvement of qos
K Dutta, R Mukherjee, A Kundu, S Kundu
2018 IEEE International Conference on Advanced Networks and …, 2018
22018
Unsupervised Learning-based Early Anomaly Detection in AMS Circuits of Automotive SoCs
A Arunachalam, A Kizhakkayil, S Kundu, A Raha, S Banerjee, R Jin, F Su, ...
2022 IEEE International Test Conference (ITC), 229-238, 2022
12022
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