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SUSE-SU-2024:2029-1

Опубликовано: 13 июн. 2024
Источник: suse-cvrf

Описание

Security update for python-scikit-learn

This update for python-scikit-learn fixes the following issues:

-CVE-2024-5206: Fixed a possible sensitive data leak in TfidfVectorizer. (bsc#1226185)

Список пакетов

SUSE Linux Enterprise Module for Package Hub 15 SP5
python3-scikit-learn-0.23.2-150300.3.3.1
SUSE Linux Enterprise Module for Package Hub 15 SP6
python3-scikit-learn-0.23.2-150300.3.3.1
openSUSE Leap 15.5
python3-scikit-learn-0.23.2-150300.3.3.1
openSUSE Leap 15.6
python3-scikit-learn-0.23.2-150300.3.3.1

Ссылки

Описание

A sensitive data leakage vulnerability was identified in scikit-learn's TfidfVectorizer, specifically in versions up to and including 1.4.1.post1, which was fixed in version 1.5.0. The vulnerability arises from the unexpected storage of all tokens present in the training data within the `stop_words_` attribute, rather than only storing the subset of tokens required for the TF-IDF technique to function. This behavior leads to the potential leakage of sensitive information, as the `stop_words_` attribute could contain tokens that were meant to be discarded and not stored, such as passwords or keys. The impact of this vulnerability varies based on the nature of the data being processed by the vectorizer.

Затронутые продукты
SUSE Linux Enterprise Module for Package Hub 15 SP5:python3-scikit-learn-0.23.2-150300.3.3.1
SUSE Linux Enterprise Module for Package Hub 15 SP6:python3-scikit-learn-0.23.2-150300.3.3.1
openSUSE Leap 15.5:python3-scikit-learn-0.23.2-150300.3.3.1
openSUSE Leap 15.6:python3-scikit-learn-0.23.2-150300.3.3.1
Ссылки