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9.3
CVE-2026-103041: LightLLM up to 1.2.0 allows remote code execution
CVE-2026-103041 · published 19 days ago
Summary
The LightLLM software (versions through 1.2.0) runs a cache service that anyone on the network can reach. Because the service processes data without checking it, an attacker could send specially crafted information that makes the program run arbitrary commands with the same rights as the service. Protect yourself by updating to a newer version or disabling the cache service on public interfaces.
What to do
The CVE record does not list a fixed version. Check the vendor's site or the advisory links below - a fix may already be released.
Affected software
| Vendor | Product | Affected versions |
|---|---|---|
| modeltc | lightllm | <= 1.2.0 |
Original advisory text
LightLLM through 1.2.0 Unauthenticated Remote Code Execution via Embed Cache RPyC Service
LightLLM through 1.2.0 multimodal deployments expose an unauthenticated RPyC cache service with pickle deserialization enabled on all interfaces. Attackers can send crafted serialized objects to exposed cache methods to execute arbitrary code with service privileges.
References
- https://github.com/ModelTC/LightLLM/issues/1596
- https://github.com/ModelTC/lightllm/blob/v1.2.0/lightllm/server/embed_cache/mana...
- https://github.com/ModelTC/lightllm/blob/v1.2.0/lightllm/server/embed_cache/mana...
- https://github.com/ModelTC/LightLLM
- https://www.vulncheck.com/advisories/lightllm-through-1.2.0-unauthenticated-remo...
- https://github.com/CVEProject/cvelistV5/tree/main/cves/2026/103xxx/CVE-2026-1030... Vendor Advisory
- https://nvd.nist.gov/vuln/detail/CVE-2026-103041 Vendor Advisory
- https://github.com/ModelTC/lightllm Product
Internet-facing
3 days
Internal
60 days
- Not known to be exploited
- Can be exploited automatically
- Gives an attacker full control
Severity
9.3
Critical
Type
CWE-502Deserialization of Untrusted Data
Timeline
Published29 Sep 2026
Updated19 Oct 2026
First seen29 Sep 2026
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