36 citations · 46 across the 10 of their papers we have counts for
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cs.LG2022★ 1 cited
Refiner: Data Refining against Gradient Leakage Attacks in Federated Learning
Mingyuan Fan, Cen Chen, Chengyu Wang +2
Recent works have brought attention to the vulnerability of Federated Learning (FL) systems to gradient leakage attacks. Such attacks exploit clients' uploaded gradients to reconst…
cs.CV2022★ 7 cited
YOLOX-PAI: An Improved YOLOX, Stronger and Faster than YOLOv6
Ziheng Wu, Xinyi Zou, Wenmeng Zhou +1
We develop an all-in-one computer vision toolbox named EasyCV to facilitate the use of various SOTA computer vision methods. Recently, we add YOLOX-PAI, an improved version of YOLO…
cs.LG2022★ 1 cited
Transferable Adversarial Examples with Bayes Approach
Mingyuan Fan, Cen Chen, Wenmeng Zhou +1
The vulnerability of deep neural networks (DNNs) to black-box adversarial attacks is one of the most heated topics in trustworthy AI. In such attacks, the attackers operate without…