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Topic: "data-poisoning-attacks"

ch-shin/awesome-data-poisoning

Size: 34.2 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 0

Fraunhofer-AISEC/regression-data-poisoning 📦

Experiments on Data Poisoning Regression Learning

Language: Python - Size: 19.5 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 5

oskarfernlund/niteshade

Library for simulating data poisoning attack and defence strategies against online machine learning systems.

Language: Jupyter Notebook - Size: 26.7 MB - Last synced at: 13 days ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 2

dessertlab/Targeted-Data-Poisoning-Attacks

This repository contains the code, the dataset and the experimental results related to the paper "Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks" accepted for publication at The 32nd IEEE/ACM International Conference on Program Comprehension (ICPC 2024).

Language: Python - Size: 3.41 MB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 6 - Forks: 2

lafeat/flareon

Flareon: Stealthy Backdoor Injection via Poisoned Augmentation

Language: Python - Size: 846 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

andrea-gasparini/backdoor-federated-learning

A backdoor attack in a Federated learning setting using the FATE framework

Language: Python - Size: 1.14 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

CGCL-codes/ECLIPSE

This is the official code for the ESORICS 2024 paper "ECLIPSE: Expunging Clean-label Indiscriminate Poisons via Sparse Diffusion Purification"

Language: Python - Size: 2.52 MB - Last synced at: 6 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 1

RUI2190/StyleTransfer-DataPoisoning

DSC 253 Advanced Data-Driven Text Mining Project

Language: Jupyter Notebook - Size: 43.4 MB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

kunalkashyap855/defending-against-data-poisoning-and-backdoor-attacks

Language: Jupyter Notebook - Size: 8.36 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

hmdolatabadi/COLLIDER

[ACCV 2022] The official repository of ''COLLIDER: A Robust Training Framework for Backdoor Data''.

Language: Python - Size: 1.25 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0