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Github Security Blog
Github Security Blog
•added 2026/07/24 3:47 p.m.•42 views

Ray: Arbitrary code execution via ray.data.read_webdataset default decoder: pickle.loads(value) and torch.load(weights_only=False)

Summary ray.data.readwebdatasetpaths=... is a @PublicAPIstability="alpha" reader for WebDataset-format TAR files. Its default decoder=True invokes defaultdecoder on every sample's keys, which routes file extension to a decoder by extension. Two of those branches deserialize attacker-controlled...

8.8CVSS6.4AI score0.00858EPSS
SaveExploits1References9Affected Software1
OSV
OSV
•added 2026/07/24 3:47 p.m.•16 views

GHSA-HHRP-GW25-JR43 Ray: Arbitrary code execution via ray.data.read_webdataset default decoder: pickle.loads(value) and torch.load(weights_only=False)

Summary ray.data.readwebdatasetpaths=... is a @PublicAPIstability="alpha" reader for WebDataset-format TAR files. Its default decoder=True invokes defaultdecoder on every sample's keys, which routes file extension to a decoder by extension. Two of those branches deserialize attacker-controlled...

8.8CVSS6.4AI score0.00858EPSS
SaveExploits1References9
RedhatCVE
RedhatCVE
•added 2026/06/05 7:20 p.m.•21 views

CVE-2026-41486

Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types ray.data.arrowtensor, ray.data.arrowtensorv2, ray.data.arrowvariableshapedtensor globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension type...

8.9CVSS6.1AI score0.00704EPSS
SaveExploits0References1
PyPA
PyPA
•added 2026/05/08 10:16 p.m.•14 views

PYSEC-2026-2272

Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types ray.data.arrowtensor, ray.data.arrowtensorv2, ray.data.arrowvariableshapedtensor globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension type...

8.9CVSS6.4AI score0.00704EPSS
SaveExploits0References4Affected Software1
OSV
OSV
•added 2026/05/08 10:16 p.m.•14 views

PYSEC-2026-2296

Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types ray.data.arrowtensor, ray.data.arrowtensorv2, ray.data.arrowvariableshapedtensor globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension type...

8.8CVSS6.4AI score0.00704EPSS
SaveExploits0References4
NVD
NVD
•added 2026/05/08 10:16 p.m.•34 views

CVE-2026-41486

Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types ray.data.arrowtensor, ray.data.arrowtensorv2, ray.data.arrowvariableshapedtensor globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension type...

8.9CVSS0.00704EPSS
SaveExploits0References4
PyPA
PyPA
•added 2026/05/08 10:16 p.m.•16 views

PYSEC-2026-2296

Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types ray.data.arrowtensor, ray.data.arrowtensorv2, ray.data.arrowvariableshapedtensor globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension type...

8.9CVSS6.4AI score0.00704EPSS
SaveExploits0References4Affected Software1
OSV
OSV
•added 2026/05/08 10:16 p.m.•16 views

PYSEC-2026-2272

Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types ray.data.arrowtensor, ray.data.arrowtensorv2, ray.data.arrowvariableshapedtensor globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension type...

8.8CVSS6.4AI score0.00704EPSS
SaveExploits0References4
EUVD
EUVD
•added 2026/05/08 9:46 p.m.•28 views

EUVD-2026-28828

Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types ray.data.arrowtensor, ray.data.arrowtensorv2, ray.data.arrowvariableshapedtensor globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension type...

8.9CVSS6.3AI score0.00704EPSS
SaveExploits0References4
Vulnrichment
Vulnrichment
•added 2026/05/08 9:46 p.m.•11 views

CVE-2026-41486 Ray: Remote Code Execution via Parquet Arrow Extension Type Deserialization

Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types ray.data.arrowtensor, ray.data.arrowtensorv2, ray.data.arrowvariableshapedtensor globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension type...

8.9CVSS6.4AI score0.00704EPSS
SaveExploits0References4
CVE
CVE
•added 2026/05/08 9:46 p.m.•80 views

CVE-2026-41486

Ray contains a remote code execution flaw (CVE-2026-41486) observed in Ray 2.49.0–2.54.0 where PyArrow reads Parquet extension types in metadata and Ray passes the bytes to cloudpickle.loads() during schema parsing, enabling arbitrary code execution before any row data is read. The issue affects ...

8.9CVSS6.4AI score0.00704EPSS
SaveExploits0References4Affected Software1
attackerkb
attackerkb
•added 2026/05/08 9:46 p.m.•9 views

CVE-2026-41486

Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types ray.data.arrowtensor, ray.data.arrowtensorv2, ray.data.arrowvariableshapedtensor globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension type...

8.9CVSS6.3AI score0.00704EPSS
SaveExploits0References5Affected Software1
Github Security Blog
Github Security Blog
•added 2026/04/24 4:15 p.m.•56 views

Ray: Remote Code Execution via Parquet Arrow Extension Type Deserialization

Ray Data registers custom Arrow extension types ray.data.arrowtensor, ray.data.arrowtensorv2, ray.data.arrowvariableshapedtensor globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension types, it calls arrowextdeserialize on the field's metadata bytes. Ray's...

8.9CVSS6.5AI score0.00704EPSS
SaveExploits0References7Affected Software1
OSV
OSV
•added 2026/04/24 4:15 p.m.•16 views

GHSA-MW35-8RX3-XF9R Ray: Remote Code Execution via Parquet Arrow Extension Type Deserialization

Ray Data registers custom Arrow extension types ray.data.arrowtensor, ray.data.arrowtensorv2, ray.data.arrowvariableshapedtensor globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension types, it calls arrowextdeserialize on the field's metadata bytes. Ray's...

8.9CVSS6.3AI score0.00704EPSS
SaveExploits0References7
Positive Technologies
Positive Technologies
•added 2026/04/24 12:00 a.m.•20 views

PT-2026-37117

Name of the Vulnerable Software and Affected Versions Ray versions 2.49.0 through 2.54.0 Description Ray Data registers custom Arrow extension types ray.data.arrow tensor, ray.data.arrow tensor v2, and ray.data.arrow variable shaped tensor globally in PyArrow. When PyArrow reads a Parquet file...

8.9CVSS6.3AI score0.00704EPSS
SaveExploits0References9
Tenable Nessus
Tenable Nessus
•added 2006/11/06 12:00 a.m.•13 views

Solaris 5.8 (sparc) : 117492-01

Sun Ray Data Store version 1.0 Patch Update. Date this patch was last updated by Sun : Jul/02/04 %NASLMINLEVEL 999999 @DEPRECATED@ This script has been deprecated as the associated patch is not currently a recommended security fix. Disabled on 2011/09/17. C Tenable Network Security, Inc. if !...

0.1AI score
SaveExploits0References1
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