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alevine0 avatar

alevine0/DPA

0
View on GitHub↗
14 stars·1 fork·Python·3 views

DPA

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

Features

  • Certified Defense - Aggregates partitions to provide provable defense against poisoning.

Star history

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Open-source alternatives to DPA

Similar open-source projects, ranked by how many features they share with DPA.
  • ai-secure/robustness-against-backdoor-attacksAI-secure avatar

    AI-secure/Robustness-Against-Backdoor-Attacks

    40View on GitHub↗

    This repo provides the implementation of provable robustness against backdoor attacks.

    Python
    View on GitHub↗40
  • jjy1994/baggingcertifydatapoisoningjjy1994 avatar

    jjy1994/BaggingCertifyDataPoisoning

    12View on GitHub↗

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

    Python
    View on GitHub↗12

Frequently asked questions

What does alevine0/dpa do?

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

What are the main features of alevine0/dpa?

The main features of alevine0/dpa are: Certified Defense.

What are some open-source alternatives to alevine0/dpa?

Open-source alternatives to alevine0/dpa include: ai-secure/robustness-against-backdoor-attacks — This repo provides the implementation of provable robustness against backdoor attacks. jjy1994/baggingcertifydatapoisoning — This repository contains code for our AAAI 2021 paper "Intrinsic Certified Robustness of Bagging against Data…