Azure / Azure/counterfit

Getting class gradient not found while running other attacks except hop_skip_jump

Open
#80 1 comment 0 reactions 0 assignees View on GitHub
Type: Bug
Dominant language
Python
Stars
938
Forks
162
PR merge metrics
No merged PRs in 30d

Description

counterfit> set_target digits_mlp
digits_mlp> set_attack newtonfool
[+] success: Using 0e34bf51
digits_mlp>NewtonFool:0e34bf51> run
NewtonFool: 0%| | 0/1 [00:00

Contributor guide

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Research direction

Reproduce the failure with the Counterfit commands in the issue, using the digits_mlp target and NewtonFool attack. Trace how the ART BlackBoxClassifier is used for attacks that require class_gradient, then verify that NewtonFool and the other affected attacks run without this error.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
cli, machine-learning
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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