{"cve":"CVE-2025-59953","nvd":{"published":"2026-09-16T16:17:03.010","modified":"2026-10-14T19:10:00.297","status":"Deferred","description":"LMDeploy is a toolkit for compressing, deploying, and serving large language models. Starting in version 0.9.1 and prior to version 0.10.2, the LMdeploy implements an rpc server (AsyncRPCServer in zmq_rpc.py) for supporting the RPC communications. In its core functionality call_and_response(), I found it will directly use the pickles.loads() to deserialize the received messages without any sanitization, hence resulting in a remote code execution vulnerability by this RPC server. Version 0.10.2 contains a patch.","cvss_v4":null,"cvss_v3":{"version":"3.1","vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","score":9.8},"cwes":["CWE-502"],"references":["https://github.com/InternLM/lmdeploy/releases/tag/v0.10.2","https://github.com/InternLM/lmdeploy/security/advisories/GHSA-5h8j-6crg-7rmw","https://github.com/InternLM/lmdeploy/security/advisories/GHSA-5h8j-6crg-7rmw"],"products":[],"source":"nvd","synced_at":"2026-10-19T22:54:41.405518556+00:00"},"epss":{"cve":"CVE-2025-59953","score":0.00875,"percentile":0.58699,"date":"2026-10-25"},"kev":null,"osv":[{"id":"GHSA-5h8j-6crg-7rmw","url":"https://osv.dev/vulnerability/GHSA-5h8j-6crg-7rmw","summary":"LMdeploy has Remote Code Execution by Pickle Deserialization via zmq_rpc.call_and_response() in InterLM/lmdeploy","modified":"2026-10-01T17:55:46.800371993Z","packages":[{"ecosystem":"PyPI","name":"lmdeploy","purl":"pkg:pypi/lmdeploy","ranges":[">=0.9.1 <0.10.2"],"fixed":["0.10.2"]}]},{"id":"PYSEC-2026-4079","url":"https://osv.dev/vulnerability/PYSEC-2026-4079","summary":"LMdeploy has Remote Code Execution by Pickle Deserialization via zmq_rpc.call_and_response() in InterLM/lmdeploy","modified":"2026-10-01T17:45:11.771425492Z","packages":[{"ecosystem":"PyPI","name":"lmdeploy","purl":"pkg:pypi/lmdeploy","ranges":[">=0.9.1 <0.10.2"],"fixed":["0.10.2"]}]}],"attribution":["This product uses the NVD API but is not endorsed or certified by the NVD.","EPSS scores: FIRST Exploit Prediction Scoring System, https://www.first.org/epss","Known exploited vulnerabilities: CISA Known Exploited Vulnerabilities Catalog, https://www.cisa.gov/known-exploited-vulnerabilities-catalog","Package advisories: OSV (https://osv.dev), from the GitHub Advisory Database, PyPA, Go, RustSec and other ecosystem databases, under CC-BY 4.0 or CC0","CVE records: the CVE Program's CVE List (https://www.cve.org), under its terms of use (https://www.cve.org/Legal/TermsOfUse). CVE is a registered trademark of The MITRE Corporation; this product is not affiliated with the CVE Program."]}