9.8
/ 10
CRITICAL
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Description
The imgaug library thru 0.4.0 contains an insecure deserialization vulnerability in its BackgroundAugmenter class within the multicore.py module. The class uses Python's pickle module to deserialize data received via a multiprocessing queue in the _augment_images_worker() method without any safety checks. An attacker who can influence the data placed into this queue (e.g., through social engineering, malicious input scripts, or a compromised shared queue) can provide a malicious pickle payload. When deserialized, this payload can execute arbitrary code in the context of the worker process, leading to remote or local code execution depending on the deployment scenario.
AI Analysis
Insecure deserialization vulnerability in imgaug library BackgroundAugmenter class
Basic Information
ID
CVE-2026-31235
Source
mitre
Published
May 12, 2026 at 00:00
Modified
May 14, 2026 at 19:54
Affected Product
Vendor
aleju
Product
imgaug
Version
0.4.0
Affected Versions
n/a n/a n/a
CWE Classification
AI Assessment
AI Score
9.8 / 10
AI Severity
Critical
Vendor
aleju
Product
imgaug
Version
0.4.0