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data-poisoning-attacks

Here are 9 public repositories matching this topic...

ch-shin / awesome-data-poisoning

awesome awesome-list awesome-lists backdoor-attacks robust-learning data-poisoning data-poisoning-attacks

Updated Sep 21, 2022

nikosgalanis / data-poisoning-defense-fl

💉🔐 Novel algorithm for defending against Data Poisoning Attacks in a Federated Learning scenario

differential-privacy adversarial-machine-learning federated-learning differential-privacy-deep-learning data-poisoning-attacks

Updated Apr 22, 2024
Jupyter Notebook

Fraunhofer-AISEC / regression-data-poisoning

Experiments on Data Poisoning Regression Learning

adversarial-machine-learning data-poisoning regression-learning data-poisoning-attacks

Updated Oct 5, 2020
Python

oskarfernlund / niteshade

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

adversarial-machine-learning online-machine-learning data-poisoning-attacks

Updated May 5, 2022
Jupyter Notebook

andrea-gasparini / backdoor-federated-learning

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

fate machine-learning-attack federated-learning backdoor-attacks data-poisoning data-poisoning-attacks

Updated Nov 11, 2021
Python

lafeat / flareon

Flareon: Stealthy Backdoor Injection via Poisoned Augmentation

backdoor-attacks data-poisoning-attacks augmentation-pipeline

Updated Aug 2, 2023
Python

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).

python dataset code-generation vulnerabilities nmt data-poisoning-attacks codebert software-security-assessment

Updated May 10, 2024
Python

hmdolatabadi / COLLIDER

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

deep-neural-networks robustness backdoor-attacks efficient-training data-poisoning-attacks coreset-selection local-intrinsic-dimensionality

Updated Oct 25, 2022
Python

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

machine-learning deep-neural-networks deep-learning neural-network pruning strip cyber-security fine-tuning backdoor-attacks data-poisoning-attacks trojan-attacks

Updated Dec 20, 2022
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