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7 search results found

Backdoors101 ⭐ 231

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

Backdoor ⭐ 66

Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and Privacy 2019.

Warping Based_backdoor_attack Release ⭐ 42

WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)

Rickrolling The Artist ⭐ 35

Source code for our ICCV 2023 paper "Rickrolling the Artist: Injecting Invisible Backdoors into Text-Guided Image Generation Models".

Input Aware Backdoor Attack Release ⭐ 27

Input-aware Dynamic Backdoor Attack (NeurIPS 2020)

FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning [ICLR‘23, Best Paper Award at ECCV’22 AROW Workshop]

Frequency Backdoor ⭐ 18

ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Repo. explores how we can use these artifacts to develop stronger backdoor defenses and attacks.

Rust Backdoors ⭐ 15

More bind and reverse shells! This time written in Rust.

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