Subnet Replacement Attack

Official implementation of (CVPR 2022 Oral)Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.

Features

Backdoor Attacks - Deployment-stage backdoor injection via subnet replacement.

adnansirajrakin/TBT-CVPR2020

Our algorithm efficiently generates a trigger specifically designed to locate vulnerable bits of DNN weights. Once the attacker flips these vulnerable bits, the network still operates with normal inference accuracy with benign input. However, when the attacker activates the trigger by embedding…

jiawangbai/HPT

9View on GitHub

Implementation of "Hardly Perceptible Trojan Attack against Neural Networks with Bit Flips", accepted to ECCV2022.

martin-ochoa/foobar

1View on GitHub

Code from the IEEE TDSC 2022 paper

szegedai/hiding-needles-in-a-haystack

2View on GitHub

This is the pytorch implementation for the IH&MMSec'22 paper entitled "Hiding Needles in a Haystack: Towards Constructing Neural Networks that Evade Verification".