Secure UAV-assisted Federated Learning: A Digital Twin-Driven Approach with Zero-Knowledge Proofs
Authors: Md Bokhtiar Al Zami, Md Raihan Uddin, Dinh C. Nguyen | Published: 2025-09-17
Energy Management
Towards Robust Stability Prediction in Smart Grids: GAN-based Approach under Data Constraints and Adversarial Challenges
Authors: Emad Efatinasab, Alessandro Brighente, Denis Donadel, Mauro Conti, Mirco Rampazzo | Published: 2025-01-27 | Updated: 2025-06-24
Federated Learning for Smart Grid: A Survey on Applications and Potential Vulnerabilities
Authors: Zikai Zhang, Suman Rath, Jiaohao Xu, Tingsong Xiao | Published: 2024-09-16
Obsidian: Cooperative State-Space Exploration for Performant Inference on Secure ML Accelerators
Authors: Sarbartha Banerjee, Shijia Wei, Prakash Ramrakhyani, Mohit Tiwari | Published: 2024-09-04
When Swarm Learning meets energy series data: A decentralized collaborative learning design based on blockchain
Authors: Lei Xu, Yulong Chen, Yuntian Chen, Longfeng Nie, Xuetao Wei, Liang Xue, Dongxiao Zhang | Published: 2024-06-07
Powering the Future of IoT: Federated Learning for Optimized Power Consumption and Enhanced Privacy
Authors: Ghazaleh Shirvani, Saeid Ghasemshirazi | Published: 2024-05-05
A review of federated learning in renewable energy applications: Potential, challenges, and future directions
Authors: Albin Grataloup, Stefan Jonas, Angela Meyer | Published: 2023-12-18
Vulnerability of Machine Learning Approaches Applied in IoT-based Smart Grid: A Review
Authors: Zhenyong Zhang, Mengxiang Liu, Mingyang Sun, Ruilong Deng, Peng Cheng, Dusit Niyato, Mo-Yuen Chow, Jiming Chen | Published: 2023-08-30 | Updated: 2023-12-25
Intrusion Detection Systems for Flying Ad-hoc Networks
Authors: Jordan Quinn, Safdar Hussain Bouk | Published: 2023-06-08
Island-based Random Dynamic Voltage Scaling vs ML-Enhanced Power Side-Channel Attacks
Authors: Dake Chen, Christine Goins, Maxwell Waugaman, Georgios D. Dimou, Peter A. Beerel | Published: 2023-06-08 | Updated: 2023-06-13