Publications from the PhD Thesis
Journals
EstraNet: An Efficient Shift-Invariant Transformer Network for Side-Channel Analysis
Suvadeep Hajra, Siddhartha Chowdhury, and Debdeep Mukhopadhyay
published in IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES), Volume 2024, Issue 1. [link]
Conferences
TransNet: Shift Invariant Transformer Network for Side Channel Analysis
Suvadeep Hajra, Sayandeep Saha, Manar Alam, and Debdeep Mukhopadhyay
published in International Conference on Cryptology in Africa (AFRICACRYPT). Cham: Springer Nature Switzerland, 2022. [link]
Preprints
HierNet: A Hierarchical Deep Learning Model for SCA on Long Traces
Suvadeep Hajra, and Debdeep Mukhopadhyay
Cryptology ePrint Archive, Paper 2024/1437. [link]
Other Publications
Journal
On the Instability of Softmax Attention-based Deep Learning Models in Side-channel Analysis
Suvadeep Hajra, Manaar Alam, Sayandeep Saha, Stjepan Picek, and Debdeep Mukhopadhyay
published in IEEE Transactions on Information Forensics and Security (TIFS), Volume 19, pages 514-528, 2024. [link]
Reaching the Limit of Nonprofiling DPA
Suvadeep Hajra, and Debdeep Mukhopadhyay
published in IEEE Transactions on Computer-Aided Design of Integrated Circuits Systems (TCAD), 34.6 (2015): 915-927. [link]
Conference
DRECON: DPA Resistant Encryption by Construction
Suvadeep Hajra, Chester Rebeiro, Shivam Bhasin, Gaurav Bajaj, Sahil Sharma, Sylvain Guilley, and Debdeep Mukhopadhyay
published in 7th International Conference on Cryptology in Africa (AFRICACRYPT), Morocco, 2014. Springer International Publishing, 2014. [link]
On the Optimal Pre-processing for Non-profiling Differential Power Analysis
Suvadeep Hajra, and Debdeep Mukhopadhyay
published in International Workshop on Constructive Side-Channel Analysis and Secure Design (COSADE). Cham: Springer International Publishing, 2014. [link]
Multivariate Leakage Model for Improving Non-profiling DPA on Noisy Power Traces
Suvadeep Hajra, and Debdeep Mukhopadhyay
published in Information Security and Cryptology: 9th International Conference (Inscrypt 2013), China. Springer International Publishing, 2014. [link]