CVE-2024-12216
Python vulnerability analysis and mitigation

Overview

A vulnerability has been identified in the ImageClassificationDataset.from_csv() API of the dmlc/gluon-cv repository, version 0.10.0. This vulnerability allows for arbitrary file write operations through improper handling of tar.gz files. The issue was disclosed on March 20, 2025 (NVD).

Technical details

The vulnerability stems from insufficient sanitization when handling tar.gz files in the ImageClassificationDataset.from_csv() API. The function downloads and extracts tar.gz files from URLs without proper validation, making it susceptible to a TarSlip vulnerability. The issue has been assigned a CVSS v3.0 base score of 7.1 (HIGH) with the vector string CVSS:3.0/AV:L/AC:L/PR:N/UI:R/S:U/C:N/I:H/A:H. The vulnerability is classified under CWE-20 (Improper Input Validation) (NVD).

Impact

If exploited, this vulnerability could allow attackers to overwrite files on the victim's system through path traversal or faked symlinks when extracting maliciously crafted tar files (NVD).

Additional resources


SourceThis report was generated using AI

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