A vulnerability in the `ImageClassificationDataset.from_csv()` API of the `dmlc/gluon-cv` repository, version 0.10.0, allows for arbitrary file write. The function downloads and extracts `tar.gz` files from URLs without proper sanitization, making it susceptible to a TarSlip vulnerability. Attackers can exploit this by crafting malicious tar files that, when extracted, can overwrite files on the victim's system via path traversal or faked symlinks.
CVE ID: CVE-2024-12216
CVSS Base Severity: HIGH
CVSS Base Score: 7.1
CVSS Vector: CVSS:3.0/AV:L/AC:L/PR:N/UI:R/S:U/C:N/I:H/A:H
Vendor: dmlc
Product: dmlc/gluon-cv
EPSS Score: 0.03% (probability of being exploited)
EPSS Percentile: 7.18% (scored less or equal to compared to others)
EPSS Date: 2025-04-18 (when was this score calculated)