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PyPi: Auto-Surprise

CVE-2021-27291

Transitive

Safety vulnerability ID: 44808

This vulnerability was reviewed by experts

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

Created at Mar 17, 2021 Updated at Nov 29, 2024
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Advisory

Auto-surprise 0.1.7 updates its dependency 'pygments' to v2.7.4 to include security fixes.

Affected package

auto-surprise

Latest version: 0.1.9

A python package that automates algorithm selection and hyperparameter tuning for the recommender system library Surprise

Affected versions

Fixed versions

Vulnerability changelog

- Rename continuous_parallel strategy to it's correct name - SMBO
- Early stop if baseline loss not reached after a set number of iterations
- Bot security version updates

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 5.0
Access Vector (AV)
NETWORK
Access Complexity (AC)
LOW
Authentication (Au)
NONE
Confidentiality Impact (C)
NONE
Integrity Impact (I)
NONE
Availability Impact (A)
PARTIAL