thuyimingli Goto Github PK

adv-eval-paper

LaTeX source for the paper "On Evaluating Adversarial Robustness"

advmlthreatmatrix

Adversarial Threat Matrix

awesome-ml-privacy-attacks

awesome-ml-sp-papers

A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security and NDSS).

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)

backdoor-attack-against-speaker-verification

backdoor-learning-resources

A list of backdoor learning resources

backdoorbox

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

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

dbd-1

dhta-master

The implementatin of our ECCV 2020 work: Targeted Attack for Deep Hashing based Retrieval.

dpfl

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

dvbw

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

evalxai

flashtorch

Visualization toolkit for neural networks in PyTorch! Demo -->

fsba

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.

issba

Invisible Backdoor Attack with Sample-Specific Triggers

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

machine_unlearning

Existing Literature about Machine Unlearning

membership-inference-machine-learning-literature

move

multinomial-random-forest

The implementatin of our work: Multinomial Random Forest

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.

paper-reading

深度学习经典、新论文逐段精读

papers-of-robust-ml

Related papers for robust machine learning

poisoning-benchmark

A unified benchmark problem for data poisoning attacks