IEEE TAI 2024Journal
Cost-Efficient Feature Selection for Horizontal Federated Learning
IEEE Transactions on Artificial Intelligence, vol. 5, no. 12, pp. 6551–6565.
Publications
Research on federated learning, continual learning, privacy and IoT security, published at venues such as WACV, ECML-PKDD, IEEE ICC and IEEE TAI. Full list also on Google Scholar ↗
18Publications
12Conference papers
5Journal, workshop & chapters
1Granted patent
Journal Articles 1
Conference Papers 12
ICC 2026Conference
Quantifying Catastrophic Forgetting in IoT Intrusion Detection Systems
Proc. IEEE International Conference on Communications (ICC).
WACV 2026Conference
Personalized Image Privacy Advisors via Federated Daisy-Chaining
Proc. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 2808–2817.
WACV 2025Conference
Predicting Event Memorability Using Personalized Federated Learning
Proc. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 1556–1565.
ECML-PKDD 2024Conference
Federated Frank-Wolfe Algorithm
Proc. Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD), pp. 58–75. Springer.
ICONIP 2024Conference
Personalized Multi-tier Federated Learning
Proc. International Conference on Neural Information Processing (ICONIP), pp. 192–207. Springer.
ICDCN 2023Conference
Towards Post-disaster Damage Assessment using Deep Transfer Learning and GAN-based Data Augmentation
Proc. 24th International Conference on Distributed Computing and Networking (ICDCN), pp. 372–377. ACM.
IJCNN 2022Conference
Optimized and Adaptive Federated Learning for Straggler-Resilient Device Selection
Proc. International Joint Conference on Neural Networks (IJCNN), pp. 1–9. IEEE.
ICONIP 2021Conference
Fed-FiS: A Novel Information-Theoretic Federated Feature Selection for Learning Stability
Proc. International Conference on Neural Information Processing (ICONIP), pp. 480–487. Springer.
AI 2020Conference
Multi-diseases Classification from Chest X-ray: A Federated Deep Learning Approach
Proc. Australasian Joint Conference on Artificial Intelligence (AI 2020), pp. 3–15. Springer.
ICDCN 2020Conference
Low-Latency Energy-Efficient Cyber-Physical Disaster System Using Edge Deep Learning
Proc. 21st International Conference on Distributed Computing and Networking (ICDCN), pp. 34:1–34:6. ACM.
ICDCIT 2020Conference
A Framework Towards Generalized Mid-term Energy Forecasting Model for Industrial Sector in Smart Grid
Proc. International Conference on Distributed Computing and Internet Technology (ICDCIT), pp. 296–310. Springer.
ALAP 2018Conference
A novel symmetric algorithm for process synchronization in distributed systems
Algorithms and Applications: ALAP 2018, pp. 51–66. Springer Singapore.
Workshop Papers 3
SNCNW 2026Workshop
Towards Intrusion Detection Systems for RPL-based IoT Networks using Foundation Models
Accepted and presented in the Swedish National Computer Networking Workshop (SNCNW). arXiv:2606.03530.
SNCNW 2026Workshop
Rethinking IoT Intrusion Detection: Augmenting Routing Metrics with Radio Features
Accepted and presented in the Swedish National Computer Networking Workshop (SNCNW). arXiv:2606.07282.
NeurIPS 2022Workshop
Personalized Multi-tier Federated Learning
Accepted and presented in Workshop on Federated Learning: Recent Advances and New Challenges (NeurIPS).
Book Chapters 1
Springer 2021Book chapter
Application of deep learning for energy management in smart grid
Deep Learning in Data Analytics: Recent Techniques, Practices and Applications, pp. 221–239. Springer.
Patent 1
Indian Patent 2024Patent
System and Method for Detection of Banned Objects from Images in Real-time using Intelligence at the Edge
Indian Patent No. 550543, Application No. 202031006618.