THUYimingLi

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_Data_Protection_in_DL

A list of resources of data protection in deep learning era.

awesome_lists

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

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.

MOVE

THUYimingLi

Config files for my GitHub profile.

THUYimingLi.github.io

Personal Homepage

DBD-1

ISSBA

Invisible Backdoor Attack with Sample-Specific Triggers

machine_unlearning

Existing Literature about Machine Unlearning

paper-reading

深度学习经典、新论文逐段精读

Backdoor-attack-against-speaker-verification

advmlthreatmatrix

Adversarial Threat Matrix

awesome-ml-privacy-attacks

BATT

BATT: Backoor Attack with Transformation-based Triggers

Circumventing-Backdoor-Defenses

Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)

cvpr-latex-template

Extended LaTeX template for CVPR/ICCV papers

DPFL

A Fine-grained Differentially Private Federated Learning against Leakage from Gradients

FSBA

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

membership-inference-machine-learning-literature

Multinomial-Random-Forest

The implementatin of our work: Multinomial Random Forest

SCALE-UP

StealingVerification

Defending against Model Stealing via Verifying Embedded External Features