Yiming Li

backdoor-learning-resources. A list of backdoor learning resources

BackdoorBox. The open-sourced Python toolbox for backdoor attacks and defenses.

Untargeted_Backdoor_Watermark. This is the official implementation of our paper 'Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection', accepted in NeurIPS 2022.

DVBW. This is the official implementation of our paper 'Black-box Dataset Ownership Verification via Backdoor Watermarking'.

Open-sourced_Dataset_Protection. This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on Dataset Curation and Security, 2020.

Semi-supervised_Robust_Training. This is the code for semi-supervised robust training (SRT).

t-k-means. The implementation of our paper 't-k-means: A Robust and Stable k-means Variant', accepted by the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021.

awesome_lists. Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)

MOVE.

fucking-algorithm. 刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

machine_unlearning. Existing Literature about Machine Unlearning

THUYimingLi. Config files for my GitHub profile.

paper-reading. 深度学习经典、新论文逐段精读

ISSBA. Invisible Backdoor Attack with Sample-Specific Triggers

THUYimingLi.github.io. Personal Homepage

BATT. BATT: Backoor Attack with Transformation-based Triggers

DBD-1. Python

poisoning-benchmark. A unified benchmark problem for data poisoning attacks