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jjy1994 avatar

jjy1994/BaggingCertifyDataPoisoning

0
View on GitHub↗
12 stars·4 forks·Python·2 views

BaggingCertifyDataPoisoning

This repository contains code for our AAAI 2021 paper "Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks".

Features

  • Certified Defense - Certifies the robustness of bagging ensembles against poisoning.

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Open-source alternatives to BaggingCertifyDataPoisoning

Similar open-source projects, ranked by how many features they share with BaggingCertifyDataPoisoning.
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    This repo provides the implementation of provable robustness against backdoor attacks.

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  • alevine0/dpaalevine0 avatar

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    Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"

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Frequently asked questions

What does jjy1994/baggingcertifydatapoisoning do?

This repository contains code for our AAAI 2021 paper "Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks".

What are the main features of jjy1994/baggingcertifydatapoisoning?

The main features of jjy1994/baggingcertifydatapoisoning are: Certified Defense.

What are some open-source alternatives to jjy1994/baggingcertifydatapoisoning?

Open-source alternatives to jjy1994/baggingcertifydatapoisoning include: ai-secure/robustness-against-backdoor-attacks — This repo provides the implementation of provable robustness against backdoor attacks. alevine0/dpa — Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks".