backdoor-defense

This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks](https://openreview.net/pdf?id=9l0K4OM-oXE) in PyTorch.

deep-neural-networks pytorch backdoor-attacks backdoor-defense erasing-backdoor-triggers

Updated Jan 18, 2022
Python

HalilDeniz / BackDoorSim

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BackdoorSim: An Educational into Remote Administration Tools

backdoor ransomware server-client backdoorpython backdoors python-backdoor python-socket-server backdoors-created backdoor-attacks backdoor-attack backdoor-defense remote-administrative-tool backdoorsim

Updated Feb 7, 2024
Python

csdongxian / ANP_backdoor

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Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"

deep-learning pytorch backdoor-attacks backdoor-defense neurips-2021

Updated May 8, 2023
Python

YiZeng623 / I-BAU

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Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''

deep-learning adversarial-machine-learning adversarial-attacks ai-security backdoor-attacks backdoor-defense

Updated Nov 16, 2022
Jupyter Notebook

KaiyuanZh / FLIP

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[ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning

python security privacy computer-vision backdoor distributed-computing pytorch defense byzantine federated-learning backdoor-attacks backdoor-defense

Updated Dec 11, 2024
Python

mtuann / fedlearn-backdoor-attacks

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Fast integration of backdoor attacks in machine learning and federated learning.

adversarial-attacks federated-learning backdoor-attacks backdoor-defense

Updated Dec 6, 2023
Python

wssun / TiSE-CodeLM-Security

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This repository provide the studies on the security of language models for code (CodeLMs).

security language-model adversarial-attacks ai-security code-intelligence backdoor-attacks adversarial-defense backdoor-defense ai4se lm4se lm4code

Updated Dec 13, 2024
Python

HanxunH / CognitiveDistillation

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[ICLR2023] Distilling Cognitive Backdoor Patterns within an Image

deep-neural-networks deep-learning pytorch iclr backdoor-attacks backdoor-defense iclr2023

Updated Oct 20, 2024
Python

Arya-f4 / worldshellfinder

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Web Shell finder using grep, where it has wordlist around the world to grep inside using regex and wordlist. So Lightweight and fast!

shell security backdoor web-shell finder cybersecurity shell-script cyber-security security-scanner webshell backdoor-finder shell-finder shell-detector backdoor-defense finder-shell worldshellfinder worldfind shell-detection

Updated Nov 1, 2024
Go

This is an implementation demo of the IJCAI 2022 paper [Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation](https://arxiv.org/abs/2204.09975) in PyTorch.

deep-learning pytorch backdoor-attacks backdoor-defense

Updated Nov 9, 2024
Python

KaiyuanZh / OrthogLinearBackdoor

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[IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks

backdoor ntk continual-learning pytorch-implementation backdoor-attacks backdoor-defense backdoor-theory sp-2024

Updated Dec 30, 2024
Python

mtuann / backdoor-ai-resources

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Backdoor Stuff in AI/ ML domain

adversarial-machine-learning adversarial-attacks federated-learning backdoor-attacks backdoor-defense

Updated Jan 13, 2025

reds-lab / ASSET

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This repository is the official implementation of the paper "ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms." ASSET achieves state-of-the-art reliability in detecting poisoned samples in end-to-end supervised learning/ self-supervised learning/ transfer learning.

ai backdoor transfer-learning self-supervised-learning backdoor-attacks backdoor-defense aisecurity backdoor-detection