Keras up to 3.11.2 TorchModuleWrapper deserialization

CVSS Meta Temp Score
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CTI Interest Score
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7.9$0-$5k0.00

Summaryinfo

A vulnerability has been found in Keras up to 3.11.2 and classified as critical. Affected by this vulnerability is the function TorchModuleWrapper. This manipulation causes deserialization. This vulnerability appears as CVE-2025-49655. The attack may be initiated remotely. There is no available exploit. The affected component should be upgraded.

Detailsinfo

A vulnerability classified as critical was found in Keras up to 3.11.2. Affected by this vulnerability is the function TorchModuleWrapper. The manipulation with an unknown input leads to a deserialization vulnerability. The CWE definition for the vulnerability is CWE-502. The product deserializes untrusted data without sufficiently verifying that the resulting data will be valid. As an impact it is known to affect confidentiality, integrity, and availability. The summary by CVE is:

Deserialization of untrusted data can occur in versions of the Keras framework running versions 3.11.0 up to but not including 3.11.3, enabling a maliciously uploaded Keras file containing a TorchModuleWrapper class to run arbitrary code on an end user’s system when loaded despite safe mode being enabled. The vulnerability can be triggered through both local and remote files.

The advisory is shared at hiddenlayer.com. This vulnerability is known as CVE-2025-49655 since 06/09/2025. The exploitation appears to be easy. The attack can be launched remotely. Technical details are known, but no exploit is available.

The vulnerability scanner Nessus provides a plugin with the ID 271683 (Linux Distros Unpatched Vulnerability : CVE-2025-49655), which helps to determine the existence of the flaw in a target environment.

Upgrading to version 3.11.3 eliminates this vulnerability.

The vulnerability is also documented in the databases at Tenable (271683) and EUVD (EUVD-2025-34892). If you want to get the best quality for vulnerability data then you always have to consider VulDB.

Productinfo

Name

Version

CPE 2.3info

CPE 2.2info

CVSSv4info

VulDB Vector: 🔒
VulDB Reliability: 🔍

CVSSv3info

VulDB Meta Base Score: 8.0
VulDB Meta Temp Score: 7.9

VulDB Base Score: 6.3
VulDB Temp Score: 6.0
VulDB Vector: 🔒
VulDB Reliability: 🔍

CNA Base Score: 9.8
CNA Vector (HiddenLayer): 🔒

CVSSv2info

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VulDB Base Score: 🔒
VulDB Temp Score: 🔒
VulDB Reliability: 🔍

Exploitinginfo

Class: Deserialization
CWE: CWE-502 / CWE-20
CAPEC: 🔒
ATT&CK: 🔒

Physical: No
Local: No
Remote: Yes

Availability: 🔒
Status: Not defined

EPSS Score: 🔒
EPSS Percentile: 🔒

Price Prediction: 🔍
Current Price Estimation: 🔒

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Nessus ID: 271683
Nessus Name: Linux Distros Unpatched Vulnerability : CVE-2025-49655

Threat Intelligenceinfo

Interest: 🔍
Active Actors: 🔍
Active APT Groups: 🔍

Countermeasuresinfo

Recommended: Upgrade
Status: 🔍

0-Day Time: 🔒

Upgrade: Keras 3.11.3

Timelineinfo

06/09/2025 CVE reserved
10/17/2025 +130 days Advisory disclosed
10/17/2025 +0 days VulDB entry created
10/27/2025 +10 days VulDB entry last update

Sourcesinfo

Advisory: hiddenlayer.com
Status: Confirmed

CVE: CVE-2025-49655 (🔒)
GCVE (CVE): GCVE-0-2025-49655
GCVE (VulDB): GCVE-100-328933
EUVD: 🔒

Entryinfo

Created: 10/17/2025 18:10
Updated: 10/27/2025 19:46
Changes: 10/17/2025 18:10 (62), 10/17/2025 23:07 (1), 10/27/2025 19:46 (2)
Complete: 🔍
Cache ID: 216::103

If you want to get the best quality for vulnerability data then you always have to consider VulDB.

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