CVE-2024-5206
Description
A vulnerability was found in the scikit-learn package. Before version 1.4.1, post1 scikit-learn stores all tokens with "stop_words_" attributes. This action may cause scikit-learn to expose sensitive data that will not be used in the model training, possibly leaking passwords and keys.
Common Vulnerability Scoring System (CVSS) Score Details
Info alert:Important note
CVSS scores for open source components depend on vendor-specific factors (e.g. version or build chain). Therefore, Red Hat's score and impact rating can be different from NVD and other vendors. Red Hat remains the authoritative CVE Naming Authority (CNA) source for its products and services (see Red Hat classifications).
The following CVSS metrics and score provided are preliminary and subject to review.
CVSS v3 Score Breakdown
| Red Hat | NVD | cve.org | |
|---|---|---|---|
| Base Score | 5.3 | 4.7 | N/A |
| Attack Vector | Network | Local | N/A |
| Attack Complexity | High | High | N/A |
| Privileges Required | Low | Low | N/A |
| User Interaction | None | None | N/A |
| Scope | Unchanged | Unchanged | N/A |
| Confidentiality | High | High | N/A |
| Integrity Impact | None | None | N/A |
| Availability Impact | None | None | N/A |
Vector
Red Hat: CVSS:3.0/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:N/A:N
NVD: CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:H/I:N/A:N
Understanding the Weakness (CWE)
Confidentiality
Technical Impact: Read Application Data; Read Files or Directories
Attackers can read sensitive information by accessing the unrestricted storage mechanism.
Integrity
Technical Impact: Modify Application Data; Modify Files or Directories
Attackers can modify or delete sensitive information by accessing the unrestricted storage mechanism.
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