PyPi: Adversarial-Robustness-Toolbox

CVE-2021-28678

Transitive

Safety vulnerability ID: 41782

This vulnerability was reviewed by experts

The information on this page was manually curated by our Cybersecurity Intelligence Team.

Created at Jun 02, 2021 Updated at Jan 22, 2025
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Advisory

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Affected package

adversarial-robustness-toolbox

Latest version: 1.19.1

Toolbox for adversarial machine learning.

Affected versions

[This affected versions has been limited. Please create a free account to view the full affected versions.]

Fixed versions

[This fixed versions has been limited. Please create a free account to view the full fixed versions.]

Vulnerability changelog

This release of ART 1.7.2 provides updates to ART 1.7.

Added

[None]

Changed

[None]

Removed

[None]

Fixed

- Fixed missing support for index labels in `PyTorchClassifier.compute_loss`. (1264)
- Fixed missing support for `float` in argument `min_epsilon` of `BoundaryAttack`. (1262)
- Fixed support for channels first images in `art/attacks/poisoning/perturbations/image_perturbations.insert_image`. (1290)

Resources

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Severity Details

CVSS Base Score

MEDIUM 5.5

CVSS v3 Details

MEDIUM 5.5
Attack Vector (AV)
LOCAL
Attack Complexity (AC)
LOW
Privileges Required (PR)
NONE
User Interaction (UI)
REQUIRED
Scope (S)
UNCHANGED
Confidentiality Impact (C)
NONE
Integrity Impact (I)
NONE
Availability Availability (A)
HIGH

CVSS v2 Details

MEDIUM 4.3
Access Vector (AV)
NETWORK
Access Complexity (AC)
MEDIUM
Authentication (Au)
NONE
Confidentiality Impact (C)
NONE
Integrity Impact (I)
NONE
Availability Impact (A)
PARTIAL