BentoML Allows Remote Code Execution (RCE) via Insecure Deserialization
Key facts
- Attack vector
- Network
- Privileges required
- None
- User interaction
- None
- Attack complexity
- Low
- Impact type
- Code execution
- Confidentiality · integrity · availability
- High · High · High
- Fix status
- Fixed
Attack profile from CVSS 3.1 · CNA. Fix status from CNA and GitHub. Impact type from CWE-502.
Summary
BentoML is a Python library for building online serving systems optimized for AI apps and model inference. A Remote Code Execution (RCE) vulnerability caused by insecure deserialization has been identified in the latest version (v1.4.2) of BentoML. It allows any unauthenticated user to execute arbitrary code on the server. It exists an unsafe code segment in serde.py. This vulnerability is fixed in 1.4.3.
Why it matters now
SSVC decision points
CISA ADP · SSVC 2.0.3
- Exploitation
- Poc
- Automatable
- Yes
- Technical impact
- Total
The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.
Affected products
| Vendor | Product | Affected versions | Fixed in | Status | Source |
|---|---|---|---|---|---|
| bentoml | BentoML | 1.3.4 to before 1.4.3 | 1.4.3 | Patch available | CNA |
| — | bentoml (PyPI) | 1.3.4 to before 1.4.3 | 1.4.3 | Patch available | GHSA-33xw-247w-6hmc |
- BentoML Vendorbentoml Affected 1.3.4 to before 1.4.3 Fixed in 1.4.3 Patch available CNA
- bentoml (PyPI) Vendor— Affected 1.3.4 to before 1.4.3 Fixed in 1.4.3 Patch available GHSA-33xw-247w-6hmc
Remediation
- Fix · CNA BentoML (bentoml) Fixed in 1.4.3
- Fix · GHSA-33xw-247w-6hmc bentoml (PyPI) Fixed in 1.4.3 Advisory →
Timeline
- 2026-10-02 Threatist record created from CVE-2025-27520
- 2026-10-03 Alias added: GHSA-33xw-247w-6hmc
References
More Bentoml vulnerabilities
- TI-2025-34190 BentoML is Vulnerable to an SSRF Attack Through File Upload Processing CVSS 3.1CRITICAL 9.9
- TI-2025-23454 Insecure Deserialization leads to RCE in BentoML's runner server CVSS 3.1CRITICAL 9.8
- TI-2026-27247 BentoML has a Server-Side Template Injection via unsandboxed Jinja2 Environment in Dockerfile generation CVSS 3.1CRITICAL 9.6
- TI-2026-32312 BentoML: Dockerfile command injection via envs[*].name in bentofile.yaml CVSS 3.1HIGH 8.8
- TI-2026-32311 BentoML: Dockerfile command injection via docker.base_image CVSS 3.1HIGH 8.8
- TI-2026-22249 BentoML has an Arbitrary File Write via Symlink Path Traversal in Tar Extraction CVSS 4.0HIGH 8.6
Sources
- CVE-2025-27520 · CVE Program
- CVE-2025-27520 · NVD
- FIRST EPSS
- GHSA-33xw-247w-6hmc · GitHub Advisory Database · CC BY 4.0
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