419 citations · 436 across the 3 of their papers we have counts for
3 papers
cs.CR2026★ 17 cited
Natural Backdoor Attacks on Speech Recognition Models
Jinwen Xin, Xixiang Lyu, Jing Ma
With the rapid development of deep learning, its vulnerability has gradually emerged in recent years. This work focuses on backdoor attacks on speech recognition systems. We adopt…
cs.LG2022
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation
Jing Ma, Xiang Xiang, Ke Wang +2
Black-Box Knowledge Distillation (B2KD) is a formulated problem for cloud-to-edge model compression with invisible data and models hosted on the server. B2KD faces challenges such…
cs.CR2021★ 419 cited
Privacy-preserving Federated Learning based on Multi-key Homomorphic Encryption
Jing Ma, Si-Ahmed Naas, Stephan Sigg +1
With the advance of machine learning and the internet of things (IoT), security and privacy have become key concerns in mobile services and networks. Transferring data to a central…