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PyPi: Auto-Surprise

CVE-2020-14343

Transitive

Safety vulnerability ID: 44809

This vulnerability was reviewed by experts

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

Created at Feb 09, 2021 Updated at Jul 30, 2023
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Advisory

Auto-surprise 0.1.7 updates its dependency 'pyyaml' to v5.4 to include a security fix.

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

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 10.0
Access Vector (AV)
NETWORK
Access Complexity (AC)
LOW
Authentication (Au)
NONE
Confidentiality Impact (C)
COMPLETE
Integrity Impact (I)
COMPLETE
Availability Impact (A)
COMPLETE