Lucene search
K

Linux Distros Unpatched Vulnerability : CVE-2026-12481

🗓️ 06 Jul 2026 00:00:00Reported by TenableType 
nessus
 nessus
🔗 www.tenable.com👁 8 Views

Keras version 3.14.0 deserialization flaw enables arbitrary code execution via Lambda layer when safe_mode is None.

Related
Refs
Code
ReporterTitlePublishedViews
Family
Huntr
Lambda Layer `safe_mode=None` Guard Bypass — Arbitrary Code Execution via `from_config()`
4 Apr 202620:35
huntr
ATTACKERKB
CVE-2026-12481
3 Jul 202620:36
attackerkb
Circl
CVE-2026-12481
4 Jul 202602:14
circl
CVE
CVE-2026-12481
3 Jul 202620:36
cve
Cvelist
CVE-2026-12481 Deserialization of Untrusted Data in keras-team/keras
3 Jul 202620:36
cvelist
Debian CVE
CVE-2026-12481
3 Jul 202620:36
debiancve
EUVD
EUVD-2026-41600
3 Jul 202620:36
euvd
NVD
CVE-2026-12481
3 Jul 202621:16
nvd
OSV
DEBIAN-CVE-2026-12481
3 Jul 202621:16
osv
OSV
UBUNTU-CVE-2026-12481
6 Jul 202600:00
osv
Rows per page
#%NASL_MIN_LEVEL 80900
##
# (C) Tenable, Inc.
##

include('compat.inc');

if (description)
{
  script_id(325265);
  script_version("1.4");
  script_set_attribute(attribute:"plugin_modification_date", value:"2026/07/09");

  script_cve_id("CVE-2026-12481");

  script_name(english:"Linux Distros Unpatched Vulnerability : CVE-2026-12481");

  script_set_attribute(attribute:"synopsis", value:
"The Linux/Unix host has one or more packages installed with a vulnerability that the vendor indicates will not be
patched.");
  script_set_attribute(attribute:"description", value:
"The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied
patch available.

  - A vulnerability in keras-team/keras version 3.14.0 allows for arbitrary code execution due to improper
    handling of deserialization in the `Lambda` layer. Specifically, the `_raise_for_lambda_deserialization()`
    function fails to enforce the safe-mode guard when `safe_mode` is set to `None`, which is the default
    value when `from_config()` is called outside of a `SafeModeScope` context. This logic error conflates
    `None` (unset/default-deny) with `False` (explicitly disabled), bypassing the guard and allowing attacker-
    controlled `marshal` bytecode to be deserialized. Affected call sites include
    `keras.layers.deserialize(config)`, `keras.models.clone_model(model)`, and any direct invocation of
    `Lambda.from_config(config)` without an enclosing `SafeModeScope(True)`. This vulnerability can be
    exploited to achieve arbitrary OS-level code execution in the context of the server or user process.
    (CVE-2026-12481)

Note that Nessus relies on the presence of the package as reported by the vendor.");
  script_set_attribute(attribute:"see_also", value:"https://security-tracker.debian.org/tracker/CVE-2026-12481");
  script_set_attribute(attribute:"see_also", value:"https://ubuntu.com/security/CVE-2026-12481");
  script_set_attribute(attribute:"solution", value:
"There is no known solution at this time.");
  script_set_attribute(attribute:"agent", value:"unix");
  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:POC/RL:U/RC:C");
  script_set_cvss3_base_vector("CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H");
  script_set_cvss3_temporal_vector("CVSS:3.0/E:P/RL:U/RC:C");
  script_set_attribute(attribute:"cvss_score_source", value:"CVE-2026-12481");

  script_set_attribute(attribute:"exploitability_ease", value:"Exploits are available");
  script_set_attribute(attribute:"exploit_available", value:"true");
  script_set_attribute(attribute:"vendor_unpatched", value:"true");

  script_set_attribute(attribute:"vuln_publication_date", value:"2026/07/03");
  script_set_attribute(attribute:"plugin_publication_date", value:"2026/07/06");

  script_set_attribute(attribute:"plugin_type", value:"local");
  script_set_attribute(attribute:"cpe", value:"cpe:/o:canonical:ubuntu_linux:18.04:-:lts");
  script_set_attribute(attribute:"cpe", value:"cpe:/o:canonical:ubuntu_linux:20.04:-:lts");
  script_set_attribute(attribute:"cpe", value:"cpe:/o:debian:debian_linux:11.0");
  script_set_attribute(attribute:"cpe", value:"p-cpe:/a:canonical:ubuntu_linux:keras");
  script_set_attribute(attribute:"cpe", value:"p-cpe:/a:debian:debian_linux:keras");
  script_set_attribute(attribute:"generated_plugin", value:"current");
  script_end_attributes();

  script_category(ACT_GATHER_INFO);
  script_family(english:"Misc.");

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

  script_dependencies("ssh_get_info2.nasl", "set_linux_os_id.nasl");
  script_require_keys("Host/cpu", "Host/local_checks_enabled", "global_settings/vendor_unpatched", "Host/OS/identifier");
  script_require_ports("Host/OS/Debian Linux-11", "Host/OS/Ubuntu Linux-18.04", "Host/OS/Ubuntu Linux-20.04");

  exit(0);
}

if (!get_kb_item("global_settings/vendor_unpatched")) exit(0, "Unpatched Vulnerabilities Detection not active.");
if (!get_kb_item("Host/local_checks_enabled")) audit(AUDIT_LOCAL_CHECKS_NOT_ENABLED);
if (empty_or_null(get_one_kb_item("Host/Debian/dpkg-l"))) audit(AUDIT_PACKAGE_LIST_MISSING);

include('linux_unpatched.inc');

var distro_constraints_array = {
  "Debian Linux-11": {
    "package_manager": "dpkg-l",
    "constraints": [
      {
        "release": "11",
        "pkgs": [
          {"reference": "python3-keras"}
        ]
      }
    ]
  },
  "Ubuntu Linux-18.04": {
    "package_manager": "dpkg-l",
    "constraints": [
      {
        "release": "18.04",
        "pkgs": [
          {"reference": "keras"}
        ]
      }
    ]
  },
  "Ubuntu Linux-20.04": {
    "package_manager": "dpkg-l",
    "constraints": [
      {
        "release": "20.04",
        "pkgs": [
          {"reference": "keras"}
        ]
      }
    ]
  }
};

var distro_constraints_values = linux_unpatched::get_distro_constraints(distro_constraints_arr:distro_constraints_array);
if (empty_or_null(distro_constraints_values)) audit(AUDIT_HOST_NOT, 'affected');
var report = linux_unpatched::check_unpatched_constraints(distro_constraints_values:distro_constraints_values);

if (!empty_or_null(report))
{
  security_report_v4(
      port       : 0,
      severity   : SECURITY_HOLE,
      extra      : report
  );
  exit(0);
}
else
{
  audit(AUDIT_HOST_NOT, 'affected');
}

Data

Build on a solid foundation with Vulners data

We provide the essential building blocks for cybersecurity solutions with comprehensive, structured, and constantly updated vulnerability and exploits data

Api

Power your application with Vulners API

The Vulners REST API offers reliable, high-performance access to vulnerability intelligence, with 99.9% SLA uptime and CDN-backed data delivery for seamless global access

App

Assess and manage vulnerabilities with Vulners tools

Built on top of Vulners' database and SDK, end-user solutions give security professionals and developers lightweight and powerful tools for vulnerability remediation

09 Jul 2026 00:00Current
7.8High risk
Vulners AI Score7.8
CVSS 3.19.8
CVSS 38.8
EPSS0.00397
SSVC
8