no code implementations • 16 Apr 2024 • Shijing Hu, Ruijun Deng, Xin Du, Zhihui Lu, Qiang Duan, Yi He, Shih-Chia Huang, Jie Wu
We propose to update the edge model and its collaboration strategy with the cloud under the supervision of the large vision model, so as to adapt to the dynamic IoT data streams.
no code implementations • 22 Apr 2023 • Peng Chen, Xin Du, Zhihui Lu, Hongfeng Chai
To this end, we define a threat model for backdoor attacks in VFL and introduce a universal adversarial backdoor (UAB) attack to poison the predictions of VFL.
no code implementations • 20 Jul 2022 • Qiang Duan, Shijing Hu, Ruijun Deng, Zhihui Lu
We also identify some open problems and discuss possible directions for future research in this area with a hope to further arouse the research community's interest in this emerging field.