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PyPi: Scvae

CVE-2019-5482

Transitive

Safety vulnerability ID: 43827

This vulnerability was reviewed by experts

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

Created at Sep 16, 2019 Updated at Nov 07, 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

CRITICAL 9.8

CVSS v3 Details

CRITICAL 9.8
Attack Vector (AV)
NETWORK
Attack Complexity (AC)
LOW
Privileges Required (PR)
NONE
User Interaction (UI)
NONE
Scope (S)
UNCHANGED
Confidentiality Impact (C)
HIGH
Integrity Impact (I)
HIGH
Availability Availability (A)
HIGH

CVSS v2 Details

HIGH 7.5
Access Vector (AV)
NETWORK
Access Complexity (AC)
LOW
Authentication (Au)
NONE
Confidentiality Impact (C)
PARTIAL
Integrity Impact (I)
PARTIAL
Availability Impact (A)
PARTIAL