jgshu Goto Github PK

aaai_materials

aby3

A Three Party MPC framework for Machine learning and Databases

academic-homepage

My academic homepage at USTC

advbox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

adversarial-robustness-toolbox

Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support

android-security-awesome

A collection of android security related resources

aspe

attacks-and-defenses-in-federated-learning

awesome-federated-computing

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

awesome-federated-learning

A collection of research papers categorized into broad topics in federated learning.

awesome-federated-learning-1

federated-learning

awesome-federated-learning-2

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

awesome-nas-papers

Awesome Neural Architecture Search Papers

awesome-windows-exploitation

A curated list of awesome Windows Exploitation resources, and shiny things. Inspired by awesom

backdoor-learning-resources

A curated list of backdoor learning resources

backdoor_federated_learning

Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)

bdpa

cfmtl

charm

Charm: A Framework for Rapidly Prototyping Cryptosystems

cids

cldp

Secure and utility-aware data collection with condensed local differential privacy

clusion

Searchable Symmetric Encryption: Implementation of 2Lev, ZMF, IEX-2Lev, IEX-ZMF

clustered-federated-learning

Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints

crypten

A framework for Privacy Preserving Machine Learning

crypten_vfl_demo

vertical federated learning demo with crypten

cv

My academic CV powered by LaTeX

dba

DBA: Distributed Backdoor Attacks against Federated Learning

deep-leakage-from-gradients

paper code

defending-against-backdoors-with-robust-learning-rate

The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".

dfc

DFC: High performance string pattern matching