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PyPi: Scvae

CVE-2020-5215

Transitive

Safety vulnerability ID: 43826

This vulnerability was reviewed by experts

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

Created at Jan 28, 2020 Updated at Mar 22, 2023
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Advisory

Scvae 2.1.1 updates TensorFlow to v1.15.2 to include security fixes.

Affected package

scvae

Latest version: 2.1.4

Model single-cell transcript counts using deep learning.

Affected versions

Fixed versions

Vulnerability changelog

* Requires TensorFlow 1.15.2 because of a security vulnerability.
* Export of latent values as compressed TSV files.
* Make folder names and filenames more safe on Windows.
* Regrouped analyses, so fewer analyses are performed by default. All available analyses can be performed using ``--included-analyses all``.
* Fix loading of KL divergences when evaluating VAE models.
* Fix crash during model analyses, if the model did not exist.

Resources

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Severity Details

CVSS Base Score

HIGH 7.5

CVSS v3 Details

HIGH 7.5
Attack Vector (AV)
NETWORK
Attack Complexity (AC)
LOW
Privileges Required (PR)
NONE
User Interaction (UI)
NONE
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