CVE-2026-31235
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 deserializ...
Affects 0 products across 4 vendors.
Software deserializes untrusted data without validation, allowing crafted objects to execute arbitrary code.
Mapping is CWE-to-CAPEC per MITRE CAPEC 3.9.
The imgaug library through version 0.4.0 is vulnerable to an insecure deserialization issue in the BackgroundAugmenter class, which could allow an attacker to execute arbitrary code.
BSID: BS-2026-GLOBAL-080174-C • Model: /workspace/models/qwen2.5-coder-32b-instruct-bf16 • Confidence: HIGH
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| CVE ID | CVE-2026-31235 |
|---|---|
| BSID | BS-2026-GLOBAL-080174-C BreachSpider Global ID |
| CVSS Vector | CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H |
| Published | 2026-05-12 |
| Last Modified | 2026-06-17 |
| ICS Relevance | 15% |
| Weakness (CWE) | |
| Source | NVD |
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.
Source: NIST NVD / MITRE CVE Database
An attacker can exploit this vulnerability by placing maliciously crafted data into the multiprocessing queue used by the _augment_images_worker() method. This data is then deserialized using Python's pickle module without any safety checks, leading to potential remote code execution.
Exploitation Likelihood: CRITICAL
No official vendor advisory link on record. See the CVE record →
| CISA known-exploited | Not in KEV catalog |
|---|---|
| Public Exploit | Not confirmed |
| PoC Code | Not confirmed |
AI Enrichment Record — provenance & audit hash
| Model | /workspace/models/qwen2.5-coder-32b-instruct-bf16 |
|---|---|
| Confidence | HIGH |
| Enriched At | 2026-05-24 |
| SHA-512 Audit Hash | 68a75f4b9d828dd97a3fdd7ebd913a17b07428c8cae66b3ec123dc82a27ea584d810051149d3d40a8fc8f82f737aacde55515e8955d44074c9a4f003586d0ad8 |
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