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Ray 2.49.0 < 2.55.0 Remote Code Execution (CVE-2026-41486)

🗓️ 02 May 2026 00:00:00Reported by TenableType 
nessus
 nessus
🔗 www.tenable.com👁 2 Views

Ray 2.49.0 to 2.54.x allows remote code execution via PyArrow Parquet extension types during schema parsing.

Related
Refs
Code
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ATTACKERKB
CVE-2026-41486
8 May 202621:46
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30 Apr 202601:18
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Ray 代码注入漏洞
8 May 202600:00
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8 May 202621:46
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CVE-2026-41486 Ray: Remote Code Execution via Parquet Arrow Extension Type Deserialization
8 May 202621:46
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EUVD
EUVD-2026-28828
8 May 202621:46
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Github Security Blog
Ray: Remote Code Execution via Parquet Arrow Extension Type Deserialization
24 Apr 202616:15
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NVD
CVE-2026-41486
8 May 202622:16
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OSV
CGA-MQC5-M2J5-VMFC
30 Apr 202601:17
osv
Rows per page
#%NASL_MIN_LEVEL 80900
##
# (C) Tenable, Inc.
##

include('compat.inc');

if (description)
{
  script_id(311475);
  script_version("1.2");
  script_set_attribute(attribute:"plugin_modification_date", value:"2026/05/13");

  script_cve_id("CVE-2026-41486");
  script_xref(name:"IAVB", value:"2026-B-0110");

  script_name(english:"Ray 2.49.0 < 2.55.0 Remote Code Execution (CVE-2026-41486)");

  script_set_attribute(attribute:"synopsis", value:
"A Python library installed on the remote host is affected by a remote code execution vulnerability.");
  script_set_attribute(attribute:"description", value:
"The version of Ray installed on the remote host is >= 2.49.0 and prior to 2.55.0. It is, therefore, affected by a
remote code execution vulnerability:

  - Ray Data registers custom Arrow extension types 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. An attacker can craft a malicious Parquet file that,
    when read by any Ray Data pipeline, executes arbitrary code as the Ray worker process user.
    (CVE-2026-41486)

Note that Nessus has not tested for this issue but has instead relied only on the application's self-reported version
number.");
  # https://github.com/docker/model-runner/security/advisories/GHSA-x2f5-332j-9xwq
  script_set_attribute(attribute:"see_also", value:"http://www.nessus.org/u?ca9ae58f");
  script_set_attribute(attribute:"see_also", value:"https://www.miggo.io/vulnerability-database/cve/CVE-2026-41486");
  script_set_attribute(attribute:"solution", value:
"Upgrade to Ray version 2.55.0 or later.");
  script_set_attribute(attribute:"agent", value:"all");
  script_set_cvss_base_vector("CVSS2#AV:N/AC:L/Au:N/C:C/I:C/A:C");
  script_set_cvss_temporal_vector("CVSS2#E:U/RL:OF/RC:C");
  script_set_cvss3_base_vector("CVSS:3.0/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H");
  script_set_cvss3_temporal_vector("CVSS:3.0/E:U/RL:O/RC:C");
  script_set_attribute(attribute:"cvss4_vector", value:"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");
  script_set_attribute(attribute:"cvss4_threat_vector", value:"CVSS:4.0/E:U");
  script_set_attribute(attribute:"cvss_score_source", value:"CVE-2026-41486");

  script_set_attribute(attribute:"exploitability_ease", value:"No known exploits are available");
  script_set_attribute(attribute:"exploit_available", value:"false");

  script_set_attribute(attribute:"vuln_publication_date", value:"2026/04/24");
  script_set_attribute(attribute:"patch_publication_date", value:"2026/04/24");
  script_set_attribute(attribute:"plugin_publication_date", value:"2026/05/02");

  script_set_attribute(attribute:"plugin_type", value:"combined");
  script_set_attribute(attribute:"cpe", value:"cpe:/a:anyscale:ray");
  script_set_attribute(attribute:"stig_severity", value:"I");
  script_set_attribute(attribute:"thorough_tests", value:"true");
  script_end_attributes();

  script_category(ACT_GATHER_INFO);
  script_family(english:"Artificial Intelligence");

  script_copyright(english:"This script is Copyright (C) 2026 and is owned by Tenable, Inc. or an Affiliate thereof.");

  script_dependencies("raydashboard_local_detect.nbin", "ray_dashboard_detect.nbin");
  script_require_keys("installed_sw/Ray");

  exit(0);
}

include('vdf.inc');

# @tvdl-content
var vuln_data = {
  'metadata': {'spec_version': '1.0'},
  'checks': [
    {
      'product': {'name': 'Ray', 'type': 'app'},
      'check_algorithm': 'default',
      'constraints': [
        {'min_version': '2.49.0', 'fixed_version': '2.55.0'}
      ]
    }
  ]
};

var result = vdf::check_and_report(vuln_data:vuln_data, severity:SECURITY_HOLE);
vdf::handle_check_and_report_errors(vdf_result:result);

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13 May 2026 00:00Current
6.4Medium risk
Vulners AI Score6.4
CVSS 3.18.8
CVSS 48.9
EPSS0.00041
SSVC
2