The probability is the direct output of the EPSS model, and conveys an overall sense of the threat of exploitation in the wild. The percentile measures the EPSS probability relative to all known EPSS scores. Note: This data is updated daily, relying on the latest available EPSS model version. Check out the EPSS documentation for more details.
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Start learningUpgrade langgraph-checkpoint to version 4.0.1rc1 or higher.
langgraph-checkpoint is a library with base interfaces for LangGraph checkpoint savers.
Affected versions of this package are vulnerable to Deserialization of Untrusted Data in the msgpack-encoded checkpoints. An attacker can execute arbitrary code by supplying a crafted msgpack-encoded payload to the persistence layer, which is then deserialized when loading checkpoints.
Note:
This is only exploitable if an attacker has the ability to modify checkpoint data in the backing store, such as after a database compromise or with privileged write access to the persistence layer.
LangGraph provides an allowlist-based hardening mechanism for msgpack checkpoint deserialization.
Strict mode (environment variable):
LANGGRAPH_STRICT_MSGPACK
When set truthy (1, true, yes), the default msgpack deserialization policy becomes strict.
Concretely: JsonPlusSerializer() will default allowed_msgpack_modules to None (strict) instead of True (warn-and-allow), unless you explicitly pass allowed_msgpack_modules=....
allowed_msgpack_modules (serializer/checkpointer config):
This setting controls what msgpack “ext” types are allowed to be reconstructed.
True (default when strict mode is not enabled): allow all ext types, but log a warning when deserializing a type that is not explicitly registered.
None (strict): only a built-in safe set is reconstructed; other ext types are blocked.
[(module, class_name), ...] (strict allowlist): the built-in safe set plus exactly the listed symbols are reconstructed (exact-match).
Serialization is a process of converting an object into a sequence of bytes which can be persisted to a disk or database or can be sent through streams. The reverse process of creating object from sequence of bytes is called deserialization. Serialization is commonly used for communication (sharing objects between multiple hosts) and persistence (store the object state in a file or a database). It is an integral part of popular protocols like Remote Method Invocation (RMI), Java Management Extension (JMX), Java Messaging System (JMS), Action Message Format (AMF), Java Server Faces (JSF) ViewState, etc.
Deserialization of untrusted data (CWE-502) is when the application deserializes untrusted data without sufficiently verifying that the resulting data will be valid, thus allowing the attacker to control the state or the flow of the execution.