IEEE

FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning

Abstract: We propose FLASH-RL, a framework utilizing Double Deep Q-Learning (DDQL) to address system and static heterogeneity in Federated Learning (FL). FLASH-RL introduces a new reputation-based ...
IEEE

ACE: A Static Android Malware Detection Method Based on Supervised Contrastive Learning

Abstract: Smart and mobile devices are essential components of the Internet of Things (IoT) ecosystems, facilitating connectivity and automation across various domains. Due to its flexibility, the ...