| 2025 | IWCMC | Evaluating Query Efficiency and Accuracy of Transfer Learning-based Model Extraction Attack in Federated Learning. | Sayyed Farid Ahamed, Sandip Roy, Soumya Banerjee, Marc Vucovich, Kevin Choi, Abdul Rahman, Alison Hu, Edward Bowen, Sachin Shetty |
| 2025 | IWCMC | P2Q-ASB: PUF-Secured Post Quantum Aggregate Signature Scheme using Public Blockchain for e-Healthcare Systems. | Soumya Banerjee, Sandip Roy, Sachin Shetty |
| 2025 | IWCMC | RADEP: A Resilient Adaptive Defense Framework Against Model Extraction Attacks. | Amit Chakraborty, Sayyed Farid Ahamed, Sandip Roy, Soumya Banerjee, Kevin Choi, Abdul Rahman, Alison Hu, Edward Bowen, Sachin Shetty |
| 2024 | BMVC | RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance. | Avideep Mukherjee, Soumya Banerjee, Piyush Rai, Vinay P. Namboodiri |
| 2024 | ICRA | VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference. | Soumya Banerjee, Vinay Kumar Verma, Avideep Mukherjee, Deepak Gupta, Vinay P. Namboodiri, Piyush Rai |
| 2024 | WISTP | Privacy Preserving Federated Learning: A Novel Approach for Combining Differential Privacy and Homomorphic Encryption. | Rezak Aziz, Soumya Banerjee, Samia Bouzefrane |
| 2024 | WISTP | A Bitcoin-Based Digital Identity Model for the Internet of Things. | Youakim Badr, Xiaoyang Zhu, Samia Saad-Bouzefrane, Soumya Banerjee |
| 2023 | ICRA | Streaming LifeLong Learning With Any-Time Inference. | Soumya Banerjee, Vinay Kumar Verma, Vinay P. Namboodiri |
| 2022 | HPSR | Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis. | Ying Wang, Shashank Jere, Soumya Banerjee, Lingjia Liu, Sachin Shetty, Shehadi Dayekh |
| 2021 | HPSR | Identity Management with Hybrid Blockchain Approach: A Deliberate Extension with Federated-Inverse-Reinforcement Learning. | Soumya Banerjee, Samia Bouzefrane, Amar Abane |
| 2018 | PEMWN | Predicting transmission success with Support Vector Machine in VANETs. | Mamoudou Sangar, Soumya Banerjee, Paul Mhlethaler, Samia Bouzefrane |
| 2018 | SOFA | Bi-Level Optimization Using Improved Bacteria Foraging Optimization Algorithm. | Gautam Mahapatra, Soumya Banerjee, Ranjan Chattaraj |
| 2017 | ASPDAC | A local reconfiguration based scalable fault tolerant many-processor array. | Soumya Banerjee, Wenjing Rao |
| 2017 | COCOON | The Existence of Universally Agreed Fairest Semi-matchings in Any Given Bipartite Graph. | Jian Xu, Soumya Banerjee, Wenjing Rao |
| 2016 | DATE | A general approach for highly defect tolerant Parallel Prefix Adder design. | Soumya Banerjee, Wenjing Rao |
| 2015 | ICCD | On the conditions of guaranteed k-fault tolerant systems supporting on-the-fly repairs. | Soumya Banerjee, Wenjing Rao |
| 2013 | HIS | Decision support system for customer churn reduction approach. | Soumya Banerjee, Nashwa El-Bendary, Aboul Ella Hassanien, Mohamed Fahmy Tolba |
| 2013 | SERVICES | Managing End-to-End Security Risks with Fuzzy Logic in Service-Oriented Architectures. | Youakim Badr, Soumya Banerjee |
| 2012 | ISDA | A bio-inspired perspective towards retail recommender system: Investigating optimization in retail inventory. | Soumya Banerjee, Neveen I. Ghali, Arup Roy, Aboul Ella Hassanien |
| 2011 | ICMLA | Web Ad-Slot Offline Scheduling Using an Ant Colony Algorithm. | Vasile Palade, Soumya Banerjee |
| 2011 | MEDES | Exploring wiki: measuring the quality of social media using ant colony metaphor. | Soumya Banerjee, Nashwa El-Bendary, Hameed Al-Qaheri |
| 2010 | CEC | Visualization of hidden structures in corporate failure prediction using opposite pheromone per node model. | Soumya Banerjee, Hamid R. Tizhoosh |
| 2005 | ISDA | IDEAS: Intrusion Detection based on Emotional Ants for Sensors. | Soumya Banerjee, Crina Grosan, Ajith Abraham |
| 2005 | SYNASC | Emotional Ant Based Modeling of Crowd Dynamics. | Soumya Banerjee, Crina Grosan, Ajith Abraham |