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Vulnerability Details :

CVE-2026-31221

Summary
Assigner-mitre
Assigner Org ID-8254265b-2729-46b6-b9e3-3dfca2d5bfca
Published At-12 May, 2026 | 00:00
Updated At-15 May, 2026 | 18:05
Rejected At-
Credits

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability (CWE-502) in the checkpoint loading mechanism. The LightningModule.load_from_checkpoint() method, which is commonly used to load saved model states, internally calls torch.load() without setting the security-restrictive weights_only=True parameter. This default behavior allows the deserialization of arbitrary Python objects via the Pickle module. A remote attacker can exploit this by providing a maliciously crafted checkpoint file, leading to arbitrary code execution on the victim's system when the file is loaded.

Vendors
-
Not available
Products
-
Metrics (CVSS)
VersionBase scoreBase severityVector
Weaknesses
Attack Patterns
Solution/Workaround
References
HyperlinkResource Type
EPSS History
Score
Latest Score
-
N/A
No data available for selected date range
Percentile
Latest Percentile
-
N/A
No data available for selected date range
Stakeholder-Specific Vulnerability Categorization (SSVC)
▼Common Vulnerabilities and Exposures (CVE)
cve.org
Assigner:mitre
Assigner Org ID:8254265b-2729-46b6-b9e3-3dfca2d5bfca
Published At:12 May, 2026 | 00:00
Updated At:15 May, 2026 | 18:05
Rejected At:
▼CVE Numbering Authority (CNA)

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability (CWE-502) in the checkpoint loading mechanism. The LightningModule.load_from_checkpoint() method, which is commonly used to load saved model states, internally calls torch.load() without setting the security-restrictive weights_only=True parameter. This default behavior allows the deserialization of arbitrary Python objects via the Pickle module. A remote attacker can exploit this by providing a maliciously crafted checkpoint file, leading to arbitrary code execution on the victim's system when the file is loaded.

Affected Products
Vendor
n/a
Product
n/a
Versions
Affected
  • n/a
Problem Types
TypeCWE IDDescription
textN/An/a
Type: text
CWE ID: N/A
Description: n/a
Metrics
VersionBase scoreBase severityVector
Metrics Other Info
Impacts
CAPEC IDDescription
Solutions

Configurations

Workarounds

Exploits

Credits

Timeline
EventDate
Replaced By

Rejected Reason

References
HyperlinkResource
https://github.com/Lightning-AI/pytorch-lightning
N/A
https://www.notion.so/CVE-2026-31221-35d1e1393188815f8db7c4fd08076639
N/A
Hyperlink: https://github.com/Lightning-AI/pytorch-lightning
Resource: N/A
Hyperlink: https://www.notion.so/CVE-2026-31221-35d1e1393188815f8db7c4fd08076639
Resource: N/A
▼Authorized Data Publishers (ADP)
CISA ADP Vulnrichment
Affected Products
Problem Types
TypeCWE IDDescription
CWECWE-502CWE-502 Deserialization of Untrusted Data
Type: CWE
CWE ID: CWE-502
Description: CWE-502 Deserialization of Untrusted Data
Metrics
VersionBase scoreBase severityVector
3.18.8HIGH
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Version: 3.1
Base score: 8.8
Base severity: HIGH
Vector:
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Metrics Other Info
Impacts
CAPEC IDDescription
Solutions

Configurations

Workarounds

Exploits

Credits

Timeline
EventDate
Replaced By

Rejected Reason

References
HyperlinkResource
Information is not available yet
▼National Vulnerability Database (NVD)
nvd.nist.gov
Source:cve@mitre.org
Published At:12 May, 2026 | 16:16
Updated At:15 May, 2026 | 19:16

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability (CWE-502) in the checkpoint loading mechanism. The LightningModule.load_from_checkpoint() method, which is commonly used to load saved model states, internally calls torch.load() without setting the security-restrictive weights_only=True parameter. This default behavior allows the deserialization of arbitrary Python objects via the Pickle module. A remote attacker can exploit this by providing a maliciously crafted checkpoint file, leading to arbitrary code execution on the victim's system when the file is loaded.

CISA Catalog
Date AddedDue DateVulnerability NameRequired Action
N/A
Date Added: N/A
Due Date: N/A
Vulnerability Name: N/A
Required Action: N/A
Metrics
TypeVersionBase scoreBase severityVector
Primary3.17.8HIGH
CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Secondary3.18.8HIGH
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Type: Primary
Version: 3.1
Base score: 7.8
Base severity: HIGH
Vector:
CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Type: Secondary
Version: 3.1
Base score: 8.8
Base severity: HIGH
Vector:
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
CPE Matches

lightningai
lightningai
>>pytorch_lightning>>Versions up to 2.6.0(inclusive)
cpe:2.3:a:lightningai:pytorch_lightning:*:*:*:*:*:python:*:*
Weaknesses
CWE IDTypeSource
CWE-502Primarynvd@nist.gov
CWE-502Secondary134c704f-9b21-4f2e-91b3-4a467353bcc0
CWE ID: CWE-502
Type: Primary
Source: nvd@nist.gov
CWE ID: CWE-502
Type: Secondary
Source: 134c704f-9b21-4f2e-91b3-4a467353bcc0
Evaluator Description

Evaluator Impact

Evaluator Solution

Vendor Statements

References
HyperlinkSourceResource
https://github.com/Lightning-AI/pytorch-lightningcve@mitre.org
Product
https://www.notion.so/CVE-2026-31221-35d1e1393188815f8db7c4fd08076639cve@mitre.org
Exploit
Third Party Advisory
Hyperlink: https://github.com/Lightning-AI/pytorch-lightning
Source: cve@mitre.org
Resource:
Product
Hyperlink: https://www.notion.so/CVE-2026-31221-35d1e1393188815f8db7c4fd08076639
Source: cve@mitre.org
Resource:
Exploit
Third Party Advisory

Change History

0
Information is not available yet

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Matching Score-4
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CVSS Score-7.1||HIGH
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||
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Updated-15 Apr, 2026 | 00:35
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

A vulnerability has been identified in SIMATIC PCS neo V4.0 (All versions), SIMATIC STEP 7 V16 (All versions), SIMATIC STEP 7 V17 (All versions), SIMATIC STEP 7 V18 (All versions < V18 Update 2). Affected applications do not properly restrict the .NET BinaryFormatter when deserializing user-controllable input. This could allow an attacker to cause a type confusion and execute arbitrary code within the affected application. This is the same issue that exists for .NET BinaryFormatter https://docs.microsoft.com/en-us/visualstudio/code-quality/ca2300.

Action-Not Available
Vendor-Siemens AG
Product-SIMATIC STEP 7 V17SIMATIC STEP 7 V18SIMATIC STEP 7 V16SIMATIC PCS neo V4.0simatic_pcs_neosimatic_step_7
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2025-60038
Matching Score-4
Assigner-Robert Bosch GmbH
ShareView Details
Matching Score-4
Assigner-Robert Bosch GmbH
CVSS Score-7.8||HIGH
EPSS-0.18% / 39.63%
||
7 Day CHG~0.00%
Published-18 Feb, 2026 | 14:03
Updated-24 Feb, 2026 | 16:01
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

A vulnerability has been identified in Rexroth IndraWorks. This flaw allows an attacker to execute arbitrary code on the user's system by parsing a manipulated file containing malicious serialized data. Exploitation requires user interaction, specifically opening a specially crafted file, which then causes the application to deserialize the malicious data, enabling Remote Code Execution (RCE). This can lead to a complete compromise of the system running Rexroth IndraWorks.

Action-Not Available
Vendor-Bosch RexrothRobert Bosch GmbH
Product-rexroth_indraworksIndraWorks
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2025-58619
Matching Score-4
Assigner-Patchstack
ShareView Details
Matching Score-4
Assigner-Patchstack
CVSS Score-8.8||HIGH
EPSS-0.08% / 23.89%
||
7 Day CHG~0.00%
Published-06 Nov, 2025 | 15:54
Updated-28 Apr, 2026 | 20:14
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
WordPress Falang multilanguage Plugin <= 1.3.65 - PHP Object Injection Vulnerability

Deserialization of Untrusted Data vulnerability in sbouey Falang multilanguage falang allows Object Injection.This issue affects Falang multilanguage: from n/a through <= 1.3.65.

Action-Not Available
Vendor-sbouey
Product-Falang multilanguage
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2020-7385
Matching Score-4
Assigner-Rapid7, Inc.
ShareView Details
Matching Score-4
Assigner-Rapid7, Inc.
CVSS Score-8.1||HIGH
EPSS-0.58% / 69.16%
||
7 Day CHG~0.00%
Published-23 Apr, 2021 | 15:35
Updated-17 Sep, 2024 | 01:30
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
Metasploit Framework 'drb_remote_codeexec' code execution

By launching the drb_remote_codeexec exploit, a Metasploit Framework user will inadvertently expose Metasploit to the same deserialization issue that is exploited by that module, due to the reliance on the vulnerable Distributed Ruby class functions. Since Metasploit Framework typically runs with elevated privileges, this can lead to a system compromise on the Metasploit workstation. Note that an attacker would have to lie in wait and entice the Metasploit user to run the affected module against a malicious endpoint in a "hack-back" type of attack. Metasploit is only vulnerable when the drb_remote_codeexec module is running. In most cases, this cannot happen automatically.

Action-Not Available
Vendor-Rapid7 LLC
Product-metasploitMetasploit Framework
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2020-7532
Matching Score-4
Assigner-Schneider Electric
ShareView Details
Matching Score-4
Assigner-Schneider Electric
CVSS Score-7.8||HIGH
EPSS-0.43% / 62.54%
||
7 Day CHG~0.00%
Published-16 Sep, 2020 | 15:40
Updated-04 Aug, 2024 | 09:33
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

A CWE-502 Deserialization of Untrusted Data vulnerability exists in SCADAPack x70 Security Administrator (V1.2.0 and prior) which could allow arbitrary code execution when an attacker builds a custom .SDB file containing a malicious serialized buffer.

Action-Not Available
Vendor-n/a
Product-scadapack_x70_security_administratorSCADAPack x70 Security Administrator V1.2.0 and prior.
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37060
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-8.8||HIGH
EPSS-0.38% / 59.36%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:02
Updated-03 Feb, 2025 | 14:46
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.27.0 or newer, enabling a maliciously crafted Recipe to execute arbitrary code on an end user’s system when run.

Action-Not Available
Vendor-lfprojectsMLflowlfprojects
Product-mlflowMLflowmlflow
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2022-41779
Matching Score-4
Assigner-Cybersecurity and Infrastructure Security Agency (CISA) Industrial Control Systems (ICS)
ShareView Details
Matching Score-4
Assigner-Cybersecurity and Infrastructure Security Agency (CISA) Industrial Control Systems (ICS)
CVSS Score-8.8||HIGH
EPSS-0.49% / 65.59%
||
7 Day CHG~0.00%
Published-31 Oct, 2022 | 19:19
Updated-16 Apr, 2025 | 17:43
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Delta Electronics InfraSuite Device Master versions 00.00.01a and prior deserialize network packets without proper verification. If the device connects to an attacker-controlled server, the attacker could send maliciously crafted packets that would be deserialized and executed, leading to remote code execution.

Action-Not Available
Vendor-Delta Electronics, Inc.
Product-infrasuite_device_masterInfraSuite Device Master
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2022-3417
Matching Score-4
Assigner-WPScan
ShareView Details
Matching Score-4
Assigner-WPScan
CVSS Score-8.8||HIGH
EPSS-0.69% / 72.04%
||
7 Day CHG~0.00%
Published-09 Jan, 2023 | 22:13
Updated-09 Apr, 2025 | 19:09
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
WPtouch < 4.3.45 - Admin+ PHP Object Injection

The WPtouch WordPress plugin before 4.3.45 unserialises the content of an imported settings file, which could lead to PHP object injections issues when an user import (intentionally or not) a malicious settings file and a suitable gadget chain is present on the blog.

Action-Not Available
Vendor-bravenewcodeUnknown
Product-wptouchWPtouch
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2025-53415
Matching Score-4
Assigner-Delta Electronics, Inc.
ShareView Details
Matching Score-4
Assigner-Delta Electronics, Inc.
CVSS Score-7.8||HIGH
EPSS-1.99% / 83.83%
||
7 Day CHG~0.00%
Published-30 Jun, 2025 | 09:09
Updated-01 Jul, 2025 | 08:15
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
File Parsing Deserialization of Untrusted Data in DTM Soft

Delta Electronics DTM Soft Project File Parsing Deserialization of Untrusted Data Remote Code Execution

Action-Not Available
Vendor-Delta Electronics, Inc.
Product-DTM Soft
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2022-2561
Matching Score-4
Assigner-Zero Day Initiative
ShareView Details
Matching Score-4
Assigner-Zero Day Initiative
CVSS Score-7.8||HIGH
EPSS-0.75% / 73.45%
||
7 Day CHG~0.00%
Published-29 Mar, 2023 | 00:00
Updated-18 Feb, 2025 | 17:15
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

This vulnerability allows remote attackers to execute arbitrary code on affected installations of OPC Labs QuickOPC 2022.1. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file. The specific flaw exists within the processing of XML files in Connectivity Explorer. The issue results from the lack of proper validation of user-supplied data, which can result in deserialization of untrusted data. An attacker can leverage this vulnerability to execute code in the context of the current process. Was ZDI-CAN-16596.

Action-Not Available
Vendor-opclabsOPC Labs
Product-quickopcQuickOPC
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2025-46567
Matching Score-4
Assigner-GitHub, Inc.
ShareView Details
Matching Score-4
Assigner-GitHub, Inc.
CVSS Score-6.1||MEDIUM
EPSS-0.23% / 45.91%
||
7 Day CHG~0.00%
Published-01 May, 2025 | 17:20
Updated-17 Jun, 2025 | 14:19
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
LLaMA-Factory Allows Arbitrary Code Execution via Unsafe Deserialization in Ilamafy_baichuan2.py

LLama Factory enables fine-tuning of large language models. Prior to version 1.0.0, a critical vulnerability exists in the `llamafy_baichuan2.py` script of the LLaMA-Factory project. The script performs insecure deserialization using `torch.load()` on user-supplied `.bin` files from an input directory. An attacker can exploit this behavior by crafting a malicious `.bin` file that executes arbitrary commands during deserialization. This issue has been patched in version 1.0.0.

Action-Not Available
Vendor-hiyougahiyouga
Product-llama-factoryLLaMA-Factory
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2025-41700
Matching Score-4
Assigner-CERT@VDE
ShareView Details
Matching Score-4
Assigner-CERT@VDE
CVSS Score-7.8||HIGH
EPSS-0.04% / 13.26%
||
7 Day CHG~0.00%
Published-01 Dec, 2025 | 10:02
Updated-23 Feb, 2026 | 15:35
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
CODESYS Development System - Deserialization of Untrusted Data

An unauthenticated attacker can trick a local user into executing arbitrary code by opening a deliberately manipulated CODESYS project file with a CODESYS development system. This arbitrary code is executed in the user context.

Action-Not Available
Vendor-CODESYS GmbH
Product-codesysCODESYS Development System
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2025-41701
Matching Score-4
Assigner-CERT@VDE
ShareView Details
Matching Score-4
Assigner-CERT@VDE
CVSS Score-7.8||HIGH
EPSS-0.06% / 18.52%
||
7 Day CHG~0.00%
Published-09 Sep, 2025 | 08:57
Updated-09 Sep, 2025 | 19:32
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
Beckhoff: Deserialization of untrusted data by TwinCAT 3 Engineering

An unauthenticated attacker can trick a local user into executing arbitrary commands by opening a deliberately manipulated project file with an affected engineering tool. These arbitrary commands are executed in the user context.

Action-Not Available
Vendor-Beckhoff Automation GmbH & Co. KG
Product-TE1000 | TwinCAT 3 Enineering
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2025-33214
Matching Score-4
Assigner-NVIDIA Corporation
ShareView Details
Matching Score-4
Assigner-NVIDIA Corporation
CVSS Score-8.8||HIGH
EPSS-0.11% / 28.74%
||
7 Day CHG+0.01%
Published-09 Dec, 2025 | 17:49
Updated-09 Dec, 2025 | 20:42
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

NVIDIA NVTabular for Linux contains a vulnerability in the Workflow component, where a user could cause a deserialization issue. A successful exploit of this vulnerability might lead to code execution, denial of service, information disclosure, and data tampering.

Action-Not Available
Vendor-NVIDIA Corporation
Product-NVTabular
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2025-33213
Matching Score-4
Assigner-NVIDIA Corporation
ShareView Details
Matching Score-4
Assigner-NVIDIA Corporation
CVSS Score-8.8||HIGH
EPSS-0.11% / 28.74%
||
7 Day CHG+0.01%
Published-09 Dec, 2025 | 17:48
Updated-09 Dec, 2025 | 20:42
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

NVIDIA Merlin Transformers4Rec for Linux contains a vulnerability in the Trainer component, where a user could cause a deserialization issue. A successful exploit of this vulnerability might lead to code execution, denial of service, information disclosure, and data tampering.

Action-Not Available
Vendor-NVIDIA Corporation
Product-Merlin Transformers4Rec
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2025-33212
Matching Score-4
Assigner-NVIDIA Corporation
ShareView Details
Matching Score-4
Assigner-NVIDIA Corporation
CVSS Score-7.3||HIGH
EPSS-0.15% / 35.70%
||
7 Day CHG~0.00%
Published-16 Dec, 2025 | 17:21
Updated-26 Feb, 2026 | 16:07
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

NVIDIA NeMo Framework contains a vulnerability in model loading that could allow an attacker to exploit improper control mechanisms if a user loads a maliciously crafted file. A successful exploit of this vulnerability might lead to code execution, escalation of privileges, denial of service, and data tampering.

Action-Not Available
Vendor-NVIDIA Corporation
Product-nemoNeMo Framework
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2025-31129
Matching Score-4
Assigner-GitHub, Inc.
ShareView Details
Matching Score-4
Assigner-GitHub, Inc.
CVSS Score-8.8||HIGH
EPSS-0.46% / 64.44%
||
7 Day CHG~0.00%
Published-31 Mar, 2025 | 19:10
Updated-15 Apr, 2026 | 00:35
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
jooby-pac4j: deserialization of untrusted data

Jooby is a web framework for Java and Kotlin. The pac4j io.jooby.internal.pac4j.SessionStoreImpl#get module deserializes untrusted data. This vulnerability is fixed in 2.17.0 (2.x) and 3.7.0 (3.x).

Action-Not Available
Vendor-jooby-project
Product-jooby
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2025-30382
Matching Score-4
Assigner-Microsoft Corporation
ShareView Details
Matching Score-4
Assigner-Microsoft Corporation
CVSS Score-7.8||HIGH
EPSS-1.41% / 80.75%
||
7 Day CHG~0.00%
Published-13 May, 2025 | 16:58
Updated-13 Feb, 2026 | 19:21
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
Microsoft SharePoint Server Remote Code Execution Vulnerability

Deserialization of untrusted data in Microsoft Office SharePoint allows an unauthorized attacker to execute code locally.

Action-Not Available
Vendor-Microsoft Corporation
Product-sharepoint_serverMicrosoft SharePoint Enterprise Server 2016Microsoft SharePoint Server 2019Microsoft SharePoint Server Subscription Edition
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37059
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-8.8||HIGH
EPSS-0.44% / 63.19%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:01
Updated-03 Feb, 2025 | 14:46
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Deserialization of untrusted data can occur in versions of the MLflow platform running version 0.5.0 or newer, enabling a maliciously uploaded PyTorch model to run arbitrary code on an end user’s system when interacted with.

Action-Not Available
Vendor-lfprojectsMLflowmlflow
Product-mlflowMLflowmlflow
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37052
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-8.8||HIGH
EPSS-0.32% / 55.24%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 11:59
Updated-03 Feb, 2025 | 14:35
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.1.0 or newer, enabling a maliciously uploaded scikit-learn model to run arbitrary code on an end user’s system when interacted with.

Action-Not Available
Vendor-lfprojectsMLflowlfprojects
Product-mlflowMLflowmlflow
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37054
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-8.8||HIGH
EPSS-0.22% / 44.11%
||
7 Day CHG+0.01%
Published-04 Jun, 2024 | 12:00
Updated-03 Feb, 2025 | 14:40
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Deserialization of untrusted data can occur in versions of the MLflow platform running version 0.9.0 or newer, enabling a maliciously uploaded PyFunc model to run arbitrary code on an end user’s system when interacted with.

Action-Not Available
Vendor-lfprojectsMLflowlfprojects
Product-mlflowMLflowmlflow
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37055
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-8.8||HIGH
EPSS-0.44% / 63.19%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:00
Updated-03 Feb, 2025 | 14:44
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.24.0 or newer, enabling a maliciously uploaded pmdarima model to run arbitrary code on an end user’s system when interacted with.

Action-Not Available
Vendor-lfprojectsMLflowlfprojects
Product-mlflowMLflowmlflow
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37057
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-8.8||HIGH
EPSS-0.44% / 63.19%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:01
Updated-03 Feb, 2025 | 14:45
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Deserialization of untrusted data can occur in versions of the MLflow platform running version 2.0.0rc0 or newer, enabling a maliciously uploaded Tensorflow model to run arbitrary code on an end user’s system when interacted with.

Action-Not Available
Vendor-lfprojectsMLflowlfprojects
Product-mlflowMLflowmlflow
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37062
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-7.8||HIGH
EPSS-0.14% / 33.85%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:02
Updated-15 Apr, 2026 | 00:35
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Deserialization of untrusted data can occur in versions 3.7.0 or newer of Ydata's ydata-profiling open-source library, enabling a malicously crafted report to run arbitrary code on an end user's system when loaded.

Action-Not Available
Vendor-YdataAIydataai
Product-ydata-profilingydata-profiling
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37053
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-8.8||HIGH
EPSS-0.44% / 63.19%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:00
Updated-03 Feb, 2025 | 14:35
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.1.0 or newer, enabling a maliciously uploaded scikit-learn model to run arbitrary code on an end user’s system when interacted with.

Action-Not Available
Vendor-lfprojectsMLflowlfprojects
Product-mlflowMLflowmlflow
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37056
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-8.8||HIGH
EPSS-0.40% / 60.81%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:01
Updated-03 Feb, 2025 | 14:45
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.23.0 or newer, enabling a maliciously uploaded LightGBM scikit-learn model to run arbitrary code on an end user’s system when interacted with.

Action-Not Available
Vendor-lfprojectsMLflowlfprojects
Product-mlflowMLflowmlflow
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37058
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-8.8||HIGH
EPSS-0.40% / 60.81%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:01
Updated-03 Feb, 2025 | 14:46
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Deserialization of untrusted data can occur in versions of the MLflow platform running version 2.5.0 or newer, enabling a maliciously uploaded Langchain AgentExecutor model to run arbitrary code on an end user’s system when interacted with.

Action-Not Available
Vendor-lfprojectsMLflowlfprojects
Product-mlflowMLflowmlflow
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37065
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-7.8||HIGH
EPSS-0.14% / 33.85%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:03
Updated-15 Apr, 2026 | 00:35
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Deserialization of untrusted data can occur in versions 0.6 or newer of the skops python library, enabling a maliciously crafted model to run arbitrary code on an end user's system when loaded.

Action-Not Available
Vendor-Skops-devskops-dev
Product-Skopsskops
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37064
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-7.8||HIGH
EPSS-0.14% / 34.14%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:03
Updated-15 Apr, 2026 | 00:35
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Deseriliazation of untrusted data can occur in versions 3.7.0 or newer of Ydata's ydata-profiling open-source library, enabling a maliciously crafted dataset to run arbitrary code on an end user's system when loaded.

Action-Not Available
Vendor-YdataAIydataai
Product-ydata-profilingydata-profiling
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-34072
Matching Score-4
Assigner-GitHub, Inc.
ShareView Details
Matching Score-4
Assigner-GitHub, Inc.
CVSS Score-7.8||HIGH
EPSS-0.59% / 69.48%
||
7 Day CHG~0.00%
Published-03 May, 2024 | 10:13
Updated-15 Apr, 2026 | 00:35
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
Deserialization of Untrusted Data in sagemaker-python-sdk

sagemaker-python-sdk is a library for training and deploying machine learning models on Amazon SageMaker. The sagemaker.base_deserializers.NumpyDeserializer module before v2.218.0 allows potentially unsafe deserialization when untrusted data is passed as pickled object arrays. This consequently may allow an unprivileged third party to cause remote code execution, denial of service, affecting both confidentiality and integrity. Users are advised to upgrade to version 2.218.0. Users unable to upgrade should not pass pickled numpy object arrays which originated from an untrusted source, or that could have been tampered with. Only pass pickled numpy object arrays from trusted sources.

Action-Not Available
Vendor-awsaws
Product-sagemaker-python-sdksagemaker-python-sdk
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-3467
Matching Score-4
Assigner-Cybersecurity and Infrastructure Security Agency (CISA) Industrial Control Systems (ICS)
ShareView Details
Matching Score-4
Assigner-Cybersecurity and Infrastructure Security Agency (CISA) Industrial Control Systems (ICS)
CVSS Score-7||HIGH
EPSS-0.14% / 33.51%
||
7 Day CHG~0.00%
Published-12 Jun, 2024 | 21:04
Updated-03 Oct, 2024 | 19:47
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
Deserialization of Untrusted Data in AVEVA PI Asset Framework Client

There is a vulnerability in AVEVA PI Asset Framework Client that could allow malicious code to execute on the PI System Explorer environment under the privileges of an interactive user that was socially engineered to import XML supplied by an attacker.

Action-Not Available
Vendor-AVEVA
Product-pi_asset_framework_clientPI Asset Framework Clientpi_asset_framework_client
CWE ID-CWE-502
Deserialization of Untrusted Data
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