GitHub Advisoryadvisory · PyPI
GHSA-mw35-8rx3-xf9r Ray: Remote Code Execution via Parquet Arrow Extension Type Deserialization
HIGH
Official page ↗
- Aliases
- CVE-2026-41486
- Ecosystem
- PyPI
- Packages
- ray
- Severity
- High
- CVSS vector
- CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:A/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H
- Weaknesses
- CWE-502, CWE-94
- Reviewed
- 2026-04-24
Affected packages
• PyPI ray: >= 2.49.0, < 2.55.0 → fixed in 2.55.0
Description
Ray Data registers custom Arrow extension types (`ray.data.arrow_tensor`, `ray.data.arrow_tensor_v2`, `ray.data.arrow_variable_shaped_tensor`) globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension types, it calls `__arrow_ext_deserialize__` on the field's metadata bytes. Ray's implementation passes these bytes directly to `cloudpickle.loads()`, achieving arbitrary code execution during schema parsing, before any row data is read.
In May 2024, Ray fixed a related vulnerability in `PyExtensionType`-based extension types (issue #41314, PR #45084). In July 2025, PR #54831 introduced `cloudpickle.loads()` into the replacement extension types' deserialization path, reintroducing the same class of vulnerability.
Impact
• Affected versions: Ray 2.49.0 through 2.54.0 (latest release as of March 2026). The vulnerable `_deserialize_with_fallback` function with `cloudpickle.loads()` was introduced in commit `f6d21db1a4` (PR #54831, July 2025), first released in Ray 2.49.0.
• Affected configurations: Any process that uses Ray Data and reads Parquet files. The extension types are registered globally in PyArrow, so all Parquet reads in the process are affected, including `ray.data.read_parquet()`, `pyarrow.parquet.read_table()`, `pandas.read_parquet()`, etc.
• Attacker prerequisites: The attacker must place a crafted Parquet file where a Ray Data pipeline reads it. No authentication or cluster access is required. The Parquet file must contain a column with a `ray.data.arrow_tensor` (or v2, or variable-shaped) extension type name, which makes this a targeted attack against Ray Data users.
Related
Alias · CVE (1)
- CVE-2026-41486 Ray is an AI compute engine. vulnerability
References
- https://github.com/ray-project/ray/security/advisories/GHSA-mw35-8rx3-xf9r web
- https://nvd.nist.gov/vuln/detail/CVE-2026-41486 advisory
- https://github.com/ray-project/ray/pull/54831 web
- https://github.com/ray-project/ray/pull/62056 web
- https://github.com/ray-project/ray/commit/c02bd31ae31996805868baa446a131a8d304525f web
- https://github.com/ray-project/ray package
- https://github.com/ray-project/ray/releases/tag/ray-2.55.0 web