vLLM’s Chunk-Based Prefix Caching Vulnerable to Potential Timing Side-Channel
Key facts
- Attack vector
- Network
- Privileges required
- Low
- User interaction
- Required
- Attack complexity
- High
- Impact type
- Information disclosure
- Confidentiality · integrity · availability
- Low · None · None
- Fix status
- Partial Red Hat: 2 without a fix
Attack profile from CVSS 3.1 · CNA. Fix status from CNA, GitHub and Red Hat. Impact type from CWE-208.
Summary
vLLM is an inference and serving engine for large language models (LLMs). Prior to version 0.9.0, when a new prompt is processed, if the PageAttention mechanism finds a matching prefix chunk, the prefill process speeds up, which is reflected in the TTFT (Time to First Token). These timing differences caused by matching chunks are significant enough to be recognized and exploited. This issue has been patched in version 0.9.0.
Why it matters now
SSVC decision points
CISA ADP · SSVC 2.0.3
- Exploitation
- None
- Automatable
- No
- Technical impact
- Partial
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 |
|---|---|---|---|---|---|
| vllm-project | vllm | before 0.9.0 | 0.9.0 | Patch available | CNA |
| — | vllm (PyPI) | before 0.9.0 | 0.9.0 | Patch available | GHSA-4qjh-9fv9-r85r |
- vllm Vendorvllm-project Affected before 0.9.0 Fixed in 0.9.0 Patch available CNA
- vllm (PyPI) Vendor— Affected before 0.9.0 Fixed in 0.9.0 Patch available GHSA-4qjh-9fv9-r85r
Remediation
- Fix · CNA vllm (vllm-project) Fixed in 0.9.0
- Fix · GHSA-4qjh-9fv9-r85r vllm (PyPI) Fixed in 0.9.0 Advisory →
Vendor assessments
Red Hat
Red Hat rating: Low. Red Hat's page for this CVE →
| Product | Status | Plan or fix |
|---|---|---|
| Red Hat AI Inference Server | Affected | No fix yet: Fix deferred |
| Red Hat Enterprise Linux AI (RHEL AI) | Affected | No fix yet: Fix deferred |
Timeline
- 2026-10-02 Threatist record created from CVE-2025-46570
- 2026-10-03 Alias added: GHSA-4qjh-9fv9-r85r
References
Advisory 3
More vllm-project vulnerabilities
- TI-2024-10229 Remote Code Execution in vllm-project/vllm CVSS 3.0CRITICAL 9.8
- TI-2024-08404 Remote Code Execution in vllm-project/vllm CVSS 3.1CRITICAL 9.8
- TI-2026-36017 vLLM: OpenAI auth bypass CVSS 3.1CRITICAL 9.1
- TI-2026-63056 vLLM before 0.28.0 Denial of Service via negative token ID CVSS 4.0HIGH 8.7
- TI-2026-04308 Hardcoded trust_remote_code=True in vllm-project/vllm Bypasses User Security Control CVSS 3.0HIGH 8.8
- TI-2026-39137 vLLM: Remote DoS in vLLM via Invalid Recovered Token Reinjection CVSS 3.1HIGH 7.5
Sources
- CVE-2025-46570 · CVE Program
- CVE-2025-46570 · NVD
- FIRST EPSS
- GHSA-4qjh-9fv9-r85r · GitHub Advisory Database · CC BY 4.0
- CVE-2025-46570 · Red Hat security data · CC BY 4.0
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