CVE-2025-59953— LMdeploy has Remote Code Execution by Pickle Deserialization via zmq_rpc.call_and_response() in InterLM/lmdeploy
Quick assessment
Affected
InternLM lmdeploy
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.
LMDeploy 是一个用于压缩、部署和提供服务的大语言模型工具包。从 0.9.1 版本开始，到 0.10.2 版本之前，LMdeploy 实现了一个 RPC 服务器（位于 中的 ）以支持 RPC 通信。在其核心功能 中，我们发现它直接使用 对接收到的消息进行反序列化，且未进行任何净化处理，从而导致该 RPC 服务器存在远程代码执行（RCE）漏洞。0.10.2 版本已包含修复补丁。
Get alerts for future matching vulnerabilities
Log in to subscribe
I. Basic Information for CVE-2025-59953
Vulnerability Information
Have questions about the vulnerability? See if Shenlong's analysis helps!
View Shenlong Deep Dive ↗
Although we use advanced large model technology, its output may still contain inaccurate or outdated information.Shenlong tries to ensure data accuracy, but please verify and judge based on the actual situation.
Vulnerability Title
LMdeploy has Remote Code Execution by Pickle Deserialization via zmq_rpc.call_and_response() in InterLM/lmdeploy
Source: CVE Program / CVE List V5
Vulnerability 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.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Source: CVE Program / CVE List V5
Vulnerability Type
可信数据的反序列化
Source: CVE Program / CVE List V5
Affected Products
II. Public POCs for CVE-2025-59953
| # | POC Description | Source Link | Shenlong Link |
|---|
AI-Generated POC
Premium
No public POC found.
Login to generate AI POCIII. Intelligence Information for CVE-2025-59953
请登录查看更多情报信息。
Other References for CVE-2025-59953 (2)
-
🔗 Release v0.10.2 · InternLM/lmdeploy · GitHub x_refsource_MISC
-
IV. Related Vulnerabilities
Same product: lmdeploy
-
CVE-2026-76850
LMDeploy Remote Code Execution via Unsafe Pickle Deserializa -
CVE-2026-63764
LMDeploy Server-Side Request Forgery via HTTP Redirect Bypas -
CVE-2026-46517
LMDeploy: Hardcoded trust_remote_code=True is an implicit un -
CVE-2026-46432
LMDeploy: Arbitrary code execution via hardcoded trust_remot -
CVE-2026-33626
LMDeploy Vulnerable to Server-Side Request Forgery (SSRF) vi
Same vendor: InternLM
-
CVE-2026-76850
LMDeploy Remote Code Execution via Unsafe Pickle Deserializa -
CVE-2026-63764
LMDeploy Server-Side Request Forgery via HTTP Redirect Bypas -
CVE-2026-46517
LMDeploy: Hardcoded trust_remote_code=True is an implicit un -
CVE-2026-46432
LMDeploy: Arbitrary code execution via hardcoded trust_remot -
CVE-2026-33626
LMDeploy Vulnerable to Server-Side Request Forgery (SSRF) vi
Same weakness: CWE-502
-
CVE-2026-20307
Cisco Identity Services Engine Remote Code Execution Vulnera -
CVE-2026-70416
Dell ObjectScale 4.4.0前 不可信数据反序列化远程代码执行 -
CVE-2026-91939
Cotonti 1.0.0 Comments Plugin PHP Object Injection via ci Pa -
CVE-2026-11729
IBM MQ Java messaging is vulnerable to remote code execution -
CVE-2023-54398
Yonyou U8 Cloud Java Deserialization RCE via FileManageServl
V. Comments for CVE-2025-59953
No comments yet