BackdoorBox: A Python Toolbox for Backdoor Learning

1 code implementation • 1 Feb 2023 • Yiming Li, Mengxi Ya, Yang Bai, Yong Jiang, Shu-Tao Xia

Third-party resources ($e. g.$, samples, backbones, and pre-trained models) are usually involved in the training of deep neural networks (DNNs), which brings backdoor attacks as a new training-phase threat.

Imperceptible and Robust Backdoor Attack in 3D Point Cloud

1 code implementation • 17 Aug 2022 • Kuofeng Gao, Jiawang Bai, Baoyuan Wu, Mengxi Ya, Shu-Tao Xia

Existing attacks often insert some additional points into the point cloud as the trigger, or utilize a linear transformation (e. g., rotation) to construct the poisoned point cloud.

Backdoor Attack