fabacha Goto Github PK

3dfed

acgan-ada

implementation of the paper

advmlthreatmatrix

Adversarial Threat Landscape for AI Systems

ai-security

ai-security-and-privacy-events

A curated list of academic events on AI Security & Privacy

ai_security_defense

Adversarial attack and defense project for a course at NTU

andrew-ng-notes

This is Andrew NG Coursera Handwritten Notes.

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

anonymeter

A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR

artgan

This project on "ARTGAN" is a simple generative adversarial network-based on art images using deep learning & PyTorch.

attack-resistant-federated-learning

attacking_distributed_learning

An implementation for the paper "A Little Is Enough: Circumventing Defenses For Distributed Learning" (NeurIPS 2019)

attacks-and-defenses-in-federated-learning

augmentation_backdoors

machine learning backdoors inserted by data augmentation

awesome-dataset-distillation

Awesome Dataset Distillation Papers

awesome-federated-learning

federated-learning

awesome-federated-machine-learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

awesome-phd-advice

Collection of advice for prospective and current PhD students

backdoor-fedgan

backdoor_detection

Backdoor detection in Federated learning with similarity measurement

backdoor_federated_learning

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

backdoorbench

backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

badnets

Official Implementation

badnets-pytorch

Simple PyTorch implementations of Badnets on MNIST and CIFAR10.

batchcrypt

bkd_fedgnn

Implementation of paper "More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks"

blades

Blades: A simulator and benchmark for Byzantine-robust federated Learning with Attacks and Defenses Experimental Simulation

bolei_awesome_posters

CVPR and NeurIPS poster examples and templates. May we have in-person poster session soon!