Vulnerability   
Search   
    Search 324607 CVE descriptions
and 145615 test descriptions,
access 10,000+ cross references.
Tests   CVE   All  

CVE ID:CVE-2024-5206
Description: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.
Test IDs: 1.3.6.1.4.1.25623.1.0.856217   1.3.6.1.4.1.25623.1.1.10.2024.0228  
Cross References: Common Vulnerability Exposure (CVE) ID: CVE-2024-5206
https://github.com/scikit-learn/scikit-learn/commit/70ca21f106b603b611da73012c9ade7cd8e438b8
https://github.com/scikit-learn/scikit-learn/commit/70ca21f106b603b611da73012c9ade7cd8e438b8
https://huntr.com/bounties/14bc0917-a85b-4106-a170-d09d5191517c
https://huntr.com/bounties/14bc0917-a85b-4106-a170-d09d5191517c




© 1998-2025 E-Soft Inc. All rights reserved.