PUBLICATIONS

2025

Shubhi Shukla, Subhadeep Dalui, Manaar Alam, Shubhajit Datta, Arijit Mondal, Debdeep Mukhopadhyay, Partha Pratim Chakrabarti: Guardian of the Ensembles: Introducing Pairwise Adversarially Robust Loss for Resisting Adversarial Attacks in DNN Ensembles. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025.
Arunava Chaudhuri, Shubhi Shukla, Sarani Bhattacharya, Debdeep Mukhopadhyay: Secured and Privacy-Preserving GPU-Based Machine Learning Inference in Trusted Execution Environment: A Comprehensive Survey. COMSNETS 2025

Shubhi Shukla, Manaar Alam, Pabitra Mitra, Debdeep Mukhopadhyay: Stealing the Invisible: Unveiling Pre-Trained CNN Models Through Adversarial Examples and Timing Side-Channels. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2024.
Upasana Mandal, Rupali Kandulia, Nimish Mishra, Shubhi Shukla, Sarani Bhattacharya, Debdeep Mukhopadhyay: "There's always another counter": Detecting Micro-architectural Attacks in a Probabilistically Interleaved Malicious/Benign Setting. International Conference on Security, Privacy and Applied Cryptographic Engineering (SPACE), 2024.
Upasana Mandal, Shubhi Shukla, Ayushi Rastogi, Sarani Bhattacharya, Debdeep Mukhopadhyay: µLAM: A LLM-Powered Assistant for Real-Time Micro-architectural Attack Detection and Mitigation. IEEE International Conference on Computer-Aided Design (ICCAD), 2024.
Nimish Mishra, Tridib Lochan Dutta, Shubhi Shukla, Anirban Chakraborty, Debdeep Mukhopadhyay: Too Hot to Handle: Novel Thermal Side-Channel in Power Attack-Protected Intel Processors. IEEE International Symposium on Hardware Oriented Security and Trust (HOST), 2024.

Shukla, Shubhi, Manaar Alam, Sarani Bhattacharya, Pabitra Mitra, and Debdeep Mukhopadhyay. "“Whispering MLaaS”: Exploiting Timing Channels to Compromise User Privacy in Deep Neural Networks." IACR Transactions on Cryptographic Hardware and Embedded Systems (2023).

Shukla, Shubhi, and Deepak Rakesh. "Dynamic ensemble based feature selection model for credit card fraud detection." IEEE 17th India Council International Conference (INDICON), 2020.