• • Sandhya L S, Ajeesh Ramanujan, “Leveraging 3D CNNs for Robust Detection of GAN-Generated Medical Image Forgeries”, accepted for publication in the proceedings of the 11th International Conference on Smart Computing and Communications (ICSCC 2025 ), Kochi, Kerala, 2025

• • Aswathy M R, P. C. Reghu Raj, Ajeesh Ramanujan. “Improved Fuzzy graph-based document model for NLP applications”, accepted for publication in the proceedings of the International Conference on Innovations in Data Science, ICIDS 2024.

• • Navaneetha U S, Saritha R, Haseela H A,”Enhancing Depression Detection and Analysis Through Federated Learning Using Dynamic Aggregation Strategy,” 2025 6th International Conference on Control, Communication and Computing (ICCC), Thiruvanathapuram, India, 2025, pp. 1-6, doi: 10.1109/ICCC64910.2025.11077245.

• • J. Rajeev and P. P. Nair, “Enhancing Smartphone-Based Gait Authentication: A Comprehensive Review of Methods and the Potential of Zero-Shot Learning,” 2025 International Conference on Advancements in Power, Communication and Intelligent Systems (APCI), Kannur, India, 2025, pp. 1-7, doi: 10.1109/APCI65531.2025.11137207.

• • A. Mohod and P. P. Nair, “A Novel Approach for Image Inpainting using GAN,” 2025 6th International Conference on Control, Communication and Computing (ICCC), Thiruvanathapuram, India, 2025, pp. 1-7, doi: 10.1109/ICCC64910.2025.11077276.

• • Sreethu T S, M. Mohan and P. P. Nair, “Secured-Mqtt: A Lightweight Security Framework for MQTT-based Systems,” 2025 6th International Conference on Control, Communication and Computing (ICCC), Thiruvanathapuram, India, 2025, pp. 1-7, doi: 10.1109/ICCC64910.2025.11077296.

• • Piyoosh Purushothaman Nair, Hareesh Reddi, Rajesh Devaraj, and Arnab Sarkar. “Hybrid-sched: a QoS adaptive offline–online scheduler for real-time tasks on multi-cores.” Journal of Scheduling 28, no. 3 (2025): 355-375.

• • R. Vijayan and Salim A, “Image-Driven Face Presentation Attack Detection in Biometric Systems,” 2025 Emerging Technologies for Intelligent Systems (ETIS), Trivandrum, India, 2025, pp. 1-6.

• • Anoopa. S, Salim. A, ”Trust Evaluation for Mobile IoT Providers using Support Vector Regression”, accepted for publication in the proceedings of the 7th International Conference on Communication and Computational Technologies (ICCCT 2025), Goa, India,2025.

• • Rahul Raj.M, Dhanya S. Pankaj, ”Title-Sum: An LLM-based Title Generation System for Domain-Specific Documents in Malayalam Language”, accepted for publication in the proceedings of the International Conference on Data Management, Analytics & Innovation, ICDMAI 2025.

• • Anoopa, S., Salim, A. & Nadera Beevi, S. Complexity Analysis of Hierarchical Tucker-Based Tensor Decomposition in 3D CNN and LSTM Architectures for Video Data accepted for publication in the proceedings 2025 11th International Conference on Smart Computing and Communications (ICSCC). IEEE Xplore. (Presented)

• • Venkitesh S. Anand, Akhil V.V. “Ethics in the Era of Generative AI: A Framework for Responsible Development and Use” published for publication in the proceedings of the International Conference on Innovative Trends in Information Technology, ICITIIT 2025.

• • Swetha Rajgopal, Akhil. V.V. “GUARDING AGAINST INJECTION ATTACKS: A FILTERING SOLUTION FOR WEB APPLICATION SECURITY” published for publication in the proceedings of the International Conference on Control, Communication and Computing, ICCC 2025.

• • Amrita JIju, Akhil V.V.. “An Extensive Exploration Of Deep Learning Methods For Raga Recognition In Indian Classical Music” accepted for publication in the proceedings of the International Conference on Smart and Intelligent Systems, SISCON 2025.

• • Vinitha V and Salim A, “Securing Health: Privacy-Preserving Federated Learning in IoT Healthcare,” published in the proceedings of 2025 4th International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS), Ernakulam, India, 2025, pp. 633-639, doi: 10.1109/ACCESS65134.2025.11135851.

• • Vinya Vijayan, Salim A, “Retinal image Classification of Fundus Images using Deformable Attention Transformer”, accepted for publication in International Conference on Power, Instrumentation, Control and Computing, PICC 2025.

• Dr Mawahib Sharafeldin Adam Boush, Dr Nithinsha Shajahan, Preethi Rajan, Najila Babiker, Niyasudeen Fazaludeen, Jezna Ansari, Jayasuriya Panchalingam, “Enhancing IoT Network Attack Detection with Ensemble Machine Learning and Efficient Feature Extraction”, published in Journal of Information Systems Engineering and Management, 2025.