Cyber Resilience

CVE-2024-32022

CriticalPublic PoCRCE

Published: 16 April 2024

Published
16 April 2024
Modified
19 September 2025
KEV Added
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Patch
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CVSS Score v3.1 9.1 CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N
EPSS Score 0.0383 88.4th percentile
Risk Priority 20 60% EPSS · 20% KEV · 20% CVSS

Summary

CVE-2024-32022 is a critical-severity Command Injection (CWE-77) vulnerability in Bmaltais Kohya Ss. Its CVSS base score is 9.1 (Critical).

Operationally, exploitation aligns with the MITRE ATT&CK technique Unix Shell (T1059.004); ranked in the top 11.6% of CVEs by exploit likelihood; it is not currently listed in the CISA KEV catalog; a public proof-of-concept is referenced.

This vulnerability is AI-related — categorised as Computer Vision; in the Other ATLAS/OWASP Terms risk domain.

EU & UK References

Vulnerability details

Kohya_ss is a GUI for Kohya's Stable Diffusion trainers. Kohya_ss is vulnerable to command injection in basic_caption_gui.py. This vulnerability is fixed in 23.1.5.

CWE(s)
CWE-77

AI Security AnalysisAI

AI Category
Computer Vision
Risk Domain
Other ATLAS/OWASP Terms
OWASP Top 10 for LLMs 2025
None mapped
Classification Reason
Kohya_ss is a GUI for Kohya's Stable Diffusion trainers, where Stable Diffusion is a generative AI model for image generation, aligning with Computer Vision category.

Related Threats

MITRE ATT&CK Enterprise TechniquesAI

T1059.004 Unix Shell Execution
Adversaries may abuse Unix shell commands and scripts for execution.
attack.mitre.org →
Why these techniques?

The vulnerability enables arbitrary command injection via unsanitized user inputs (e.g., images_dir, train_data_dir) directly concatenated into shell commands executed with os.system on POSIX systems, facilitating Unix Shell abuse.

Affected Assets

bmaltais
kohya ss
22.6.1 — 23.1.15

Mitigating Controls

No mitigating controls mapped yet. The per-CVE control annotator has not reached this CVE.

References