CVE-2026-31235 — Vulnerability in imgaug — CVE Details
CRITICAL
imgaug contains an insecure deserialization vulnerability in BackgroundAugmenter class within multicore.py module
Published May 12, 2026Updated June 29, 2026Source: osv
Summary
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.
Advisory Timeline
- First published May 12, 2026 (153 days ago).
- Last revised June 29, 2026 — 48 days after initial publication.
Affected Packages (1)
Affects 1 ecosystem: pypi (1).
| Package | Ecosystem | Affected | Fixed In |
|---|---|---|---|
| imgaug | pypi | 0.2.0, 0.2.1, 0.2.3, 0.2.4 (+7 more) | Range-based data available |
Vulnerability Classification
Common Weakness Enumeration (CWE) identifiers for this vulnerability type.
- CWE-502Deserialization of Untrusted DataMITRE
CVSS Score Breakdown
What the CVSS (Common Vulnerability Scoring System) 9.8 score means for each attack dimension.
Attack Vector
Network
Attack Complexity
Low
Privileges Required
None
User Interaction
None
Scope
Unchanged
Confidentiality
High
Integrity
High
Availability
High
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
References
Frequently Asked Questions
- What is CVE-2026-31235?
- imgaug contains an insecure deserialization vulnerability in BackgroundAugmenter class within multicore.py module This vulnerability has been assigned a severity rating of CRITICAL (CVSS score: 9.8/10).
- How do I check if my project is affected by CVE-2026-31235?
- CVE-2026-31235 affects imgaug. Use GeekWala's free vulnerability scanner to check your dependencies against CVE-2026-31235 and 200,000+ other known vulnerabilities.
Severity & Exploitability
CVSS Score
9.8
Exploitation is straightforward and causes maximum impact. Patch immediately.
Also Known As
GHSA-g82g-j283-hj97
PYSEC-2026-356
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