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AI/ML

CVE-2026-31235

9.8
Critical
EPSS 0.47%Patch availableMay 15, 2026

Insecure pickle deserialization in imgaug BackgroundAugmenter enables code execution.

common questions

Is CVE-2026-31235 being exploited?

Not confirmed. CVE-2026-31235 does not appear in CISA's Known Exploited Vulnerabilities catalog, which records only exploitation that has been observed and reported publicly. That is evidence of absence of a report, not evidence the flaw is unattacked. EPSS currently estimates a 0.47% probability of exploitation in the next 30 days.

How severe is CVE-2026-31235?

CVE-2026-31235 is rated Critical with a CVSS score of 9.8. Severity describes how bad exploitation would be, not how likely it is: pair it with exploitation evidence before deciding what to patch first.

Is there a patch for CVE-2026-31235?

Yes. A fix has been recorded for CVE-2026-31235. The vendor advisory is the authority on the exact fixed version — apply it from there rather than from a summary.

What does CVE-2026-31235 affect?

CVE-2026-31235 affects imgaug BackgroundAugmenter (Python) <= 0.4.0. Confirm the exact affected versions against the vendor advisory before deciding you are exposed.

What should I do about CVE-2026-31235?

Upgrade to imgaug >= 0.4.1 to fix.

Exploitation status reflects CISA's KEV catalog as we last synced it. Check the catalog directly.

executive summary
technical analysis
affected
imgaug BackgroundAugmenter (Python) <= 0.4.0
impact

Attacker can inject malicious pickle into a multiprocessing queue; deserialization runs arbitrary code in the worker, enabling RCE.

action required

Immediate action required

how to fix
Remediation steps are tailored for users whose stack is affected. Add this technology to your stack to see the fix checklist.
references
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