Koukyosyumei/AIJack

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

Language: C++ - Size: 152 MB - Last synced at: 13 days ago - Pushed at: about 2 months ago - Stars: 388 - Forks: 63

unica-mlsec/mlsec

PhD/MSc course on Machine Learning Security (Univ. Cagliari)

Language: Jupyter Notebook - Size: 155 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 210 - Forks: 24

pralab/secml

A Python library for Secure and Explainable Machine Learning

Language: Jupyter Notebook - Size: 67.2 MB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 176 - Forks: 26

reds-lab/Narcissus

The official implementation of the CCS'23 paper, Narcissus clean-label backdoor attack -- only takes THREE images to poison a face recognition dataset in a clean-label way and achieves a 99.89% attack success rate.

Language: Python - Size: 143 KB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 96 - Forks: 10

GillHuang-Xtler/flPapers

Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary

Size: 245 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 84 - Forks: 24

secml/secml

A Python library for Secure and Explainable Machine Learning Documentation available @ https://secml.gitlab.io Follow us on Twitter @ https://twitter.com/secml_py

Last synced at: about 2 years ago - Stars: 26 - Forks: 17

MadryLab/rethinking-backdoor-attacks

Language: Python - Size: 5.86 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 0

jiep/adversarial-machine-learning

Taller de Adversarial Machine Learning

Language: Jupyter Notebook - Size: 23.1 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0

Daftstone/TrialAttack

Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 2021)

Language: Python - Size: 8.14 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 0

xaviermonin/ControlTower

Hack tool for local network: Man in the middle, hosts scan, ARP poisoning, Router and DNS Poisoning

Language: C# - Size: 103 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

Daftstone/APT

Tensorflow implementation of APT (Fight Fire with Fire: Towards Robust Recommender Systems via Adversarial Poisoning Training. SIGIR 2021)

Language: Python - Size: 14.3 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

rezafotohi/FedAnilPlusPlus

FedAnil++ is a Privacy-Preserving and Communication-Efficient Federated Deep Learning Model to address non-IID data, privacy concerns, and communication overhead. This repo hosts a simulation for FedAnil++ written in Python.

Language: Python - Size: 10.9 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0

antibooter/eth-address-poisoning

PoisonF is a powerful tool designed to automate ethereum address poisoning attacks for blockchain security research and simulation purposes. It supports multiple networks and helps red-teamers test user interface vulnerabilities in transaction history views on major wallets and explorers.

Language: Python - Size: 17.6 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 3 - Forks: 0

dahmansphi/protectai

Test tool to simulate defense from poisoning attack on AI model

Language: Python - Size: 1010 KB - Last synced at: 15 days ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

dahmansphi/attackai

Test tool to simulate two types of poisoning attack on AI model

Language: Python - Size: 55.8 MB - Last synced at: 15 days ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

junwu6/I2Attack

Indirect Invisible Poisoning Attacks on Domain Adaptation

Language: Python - Size: 71.3 KB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

TrustAIRLab/proactive_unsafe_generation

[Usenix Security 2025] On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts

Language: Python - Size: 171 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

rezafotohi/FedAnilPlus

FedAnil+ is a novel lightweight, and secure Federated Deep Learning Model to address non-IID data, privacy concerns, and communication overhead. This repo hosts a simulation for FedAnil+ written in Python.

Language: Python - Size: 10.9 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

rezafotohi/FedAnil

FedAnil is a secure blockchain-enabled Federated Deep Learning Model to address non-IID data and privacy concerns. This repo hosts a simulation for FedAnil written in Python.

Language: Python - Size: 22.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

USTCLLM/TrialAttack

Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 2021)

Language: Python - Size: 6.57 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

EchoEth/eth-address-poisoning-tool

A complex and complete ethereum address poisoning tool

Size: 8.79 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

jinhoishere/backdoor-attack-and-defense

Backdoor attack and the corresponding defense by activation clustering in Trustworthy Machine Learning

Language: Jupyter Notebook - Size: 1.71 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

GadigeSrinivas/Identification-of-poisonous-and-non-poisonous-plants

This project uses Python and machine learning to classify plant species as poisonous or non-poisonous. It aims to provide an efficient way to identify safe and harmful plants, useful for botanists, hikers, and the agricultural sector.

Language: Python - Size: 6.13 MB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

awesome-recsys-poisoning/awesome-recsys-poisoning.github.io

Official Website of https://github.com/tamlhp/awesome-recsys-poisoning

Language: HTML - Size: 608 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

theaqueen21/CI-CD-Pipeline-Poisoning

Continuous Integration And Continuous Delivery Poisoning Guides

Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

SESARLab/ensemble-random-forest-robustness-against-poisoning

Marco Anisetti, Claudio A. Ardagna, Alessandro Balestrucci, Nicola Bena, Ernesto Damiani, Chan Yeob Yeun. On the Robustness of Random Forest Against Data Poisoning: An Ensemble-Based Approach

Size: 988 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

USTCLLM/APT

Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 2021)

Language: Python - Size: 11.9 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0