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thunlp avatar

thunlp/NeuBA

0
View on GitHub↗
25 stars·4 forks·Python·1 view

NeuBA

Source code and models for "Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-Level Backdoor Attacks"

Features

  • Transfer Learning Security - Performs neuron-level backdoor attacks on pre-trained models.

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Frequently asked questions

What does thunlp/neuba do?

Source code and models for "Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-Level Backdoor Attacks"

What are the main features of thunlp/neuba?

The main features of thunlp/neuba are: Transfer Learning Security.

What are some open-source alternatives to thunlp/neuba?

Open-source alternatives to thunlp/neuba include: neulab/ripple — This repository contains the code to implement experiments from the paper "Weight Poisoning Attacks on Pre-trained… umbcvision/hidden-trigger-backdoor-attacks — Official Implementation of the AAAI-20 paper [Hidden Trigger Backdoor Attacks][paper].

Open-source alternatives to NeuBA

Similar open-source projects, ranked by how many features they share with NeuBA.
  • neulab/rippleneulab avatar

    neulab/RIPPLe

    143View on GitHub↗

    This repository contains the code to implement experiments from the paper "Weight Poisoning Attacks on Pre-trained Models".

    Jupyter Notebook
    View on GitHub↗143
  • umbcvision/hidden-trigger-backdoor-attacksUMBCvision avatar

    UMBCvision/Hidden-Trigger-Backdoor-Attacks

    132View on GitHub↗

    Official Implementation of the AAAI-20 paper Hidden Trigger Backdoor Attackspaper

    Python
    View on GitHub↗132