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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 Feb 18, 2024
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Advisory

Adversarial-robustness-toolbox version 1.6.1 updates its dependency "Pillow" to a secure version. See CVE-2021-28678.

Affected package

adversarial-robustness-toolbox

Latest version: 1.17.1

Toolbox for adversarial machine learning.

Affected versions

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