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Sep 21, 2022
#
data-poisoning-attacks
Here are 11 public repositories matching this topic...
💉🔐 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
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Apr 22, 2024 - Jupyter Notebook
Experiments on Data Poisoning Regression Learning
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Oct 5, 2020 - Python
Library for simulating data poisoning attack and defence strategies against online machine learning systems.
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May 5, 2022 - Jupyter Notebook
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
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Nov 11, 2021 - Python
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
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Aug 5, 2024 - Python
Flareon: Stealthy Backdoor Injection via Poisoned Augmentation
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Aug 2, 2023 - Python
This is the official code for the ESORICS 2024 paper "ECLIPSE: Expunging Clean-label Indiscriminate Poisons via Sparse Diffusion Purification"
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Jul 10, 2024 - Python
DSC 253 Advanced Data-Driven Text Mining Project
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Jun 10, 2024 - Jupyter Notebook
[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
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Oct 25, 2022 - Python
machine-learning deep-neural-networks deep-learning neural-network pruning strip cyber-security fine-tuning backdoor-attacks data-poisoning-attacks trojan-attacks
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Dec 20, 2022 - Jupyter Notebook
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