Towards Practical Backdoor Attacks on Federated Learning Systems
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2024.3376790
Abstract: Federated Learning (FL) is nowadays one of the most promising paradigms for privacy-preserving distributed learning. Without revealing its local private data to outsiders, a client in FL systems collaborates to build a global Deep Neural… read more here.
Keywords: backdoor; backdoor attacks; attack; practical backdoor ... See more keywords
CuckooAttack: Towards Practical Backdoor Attack against Automatic Speech Recognition Systems
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2025.3548611
Abstract: Deep learning-based automatic speech recognition (ASR) systems are capable of transcribing input audio of arbitrary duration into character sequences, which are widely used in daily life. However, recent research has found that deep learning models… read more here.
Keywords: backdoor; backdoor attack; speech recognition; practical backdoor ... See more keywords