Steal-ML by ftramer

Model extraction attacks on Machine-Learning-as-a-Service platforms.

created at June 27, 2016, 8:41 a.m.

18 +0

344 +0

96 +0

lime-experiments by marcotcr

Code for all experiments.

created at Feb. 10, 2016, 6:58 p.m.

20 +0

307 -1

97 +0

WhitenBlackBox by coallaoh

Towards Reverse-Engineering Black-Box Neural Networks, ICLR'18

created at Dec. 1, 2017, 3:35 p.m.

4 +0

54 +0

12 +0

GeoDA by thisisalirah

This repository contains the official PyTorch implementation of GeoDA algorithm. GeoDA is a Black-box attack to generate adversarial example for image classifiers.

created at Dec. 20, 2019, 12:57 a.m.

3 +0

32 +0

7 +0

WebBot by gesiscss

Browser extension to simulate browsing behaviour in search engines.

created at June 9, 2021, 8:59 a.m.

10 +0

32 +1

2 +0

Stealing_DL_Models by jeiks

Copycat CNN

created at Dec. 31, 2017, 2:48 p.m.

5 +0

26 +0

8 +0

adversarial-frontier-stitching by dunky11

Implementation of "Adversarial Frontier Stitching for Remote Neural Network Watermarking" in TensorFlow.

created at Nov. 23, 2020, 7:28 p.m.

5 +0

23 +0

3 +0

bouncer_problem by erwanlemerrer

Code for the experiment proposed in Section 4.2 of the paper "The Bouncer Problem: Challenges to Remote Explainability".

created at Dec. 13, 2019, 2:25 p.m.

2 +0

4 +0

0 +0

auditing-fairness by bchugg

Code accompanying the paper "Auditing fairness by Betting"

created at May 22, 2023, 3:30 p.m.

1 +0

3 +0

1 +0

goldeneye by tsabsch

Python implementation of the goldeneye algorithm to investigate how classifiers utilise the structure of a dataset.

created at Nov. 28, 2017, 7:13 p.m.

3 +0

2 +0

0 +0

RecRank by gdamaskinos

Exploit black-box recommenders for algorithm selection.

created at Sept. 6, 2019, 8:58 a.m.

3 +0

1 +0

0 +0