Trustworthy Federated Learning via Blockchain
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3201117
Abstract: The safety-critical scenarios of artificial intelligence (AI), such as autonomous driving, Internet of Things, smart healthcare, etc., have raised critical requirements of trustworthy AI to guarantee the privacy and security with reliable decisions. As a… read more here.
Keywords: blockchain; training latency; federated learning; trustworthy federated ... See more keywords
Split Learning Over Wireless Networks: Parallel Design and Resource Management
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2023.3242704
Abstract: Split learning (SL) is a collaborative learning framework, which can train an artificial intelligence (AI) model between a device and an edge server by splitting the AI model into a device-side model and a server-side… read more here.
Keywords: resource management; wireless networks; split learning; training latency ... See more keywords