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Vulnerability Details :

CVE-2021-31681

Summary
Assigner-mitre
Assigner Org ID-8254265b-2729-46b6-b9e3-3dfca2d5bfca
Published At-31 Jul, 2023 | 00:00
Updated At-22 Oct, 2024 | 14:37
Rejected At-
Credits

Deserialization of Untrusted Data vulnerability in yolo 3 allows attackers to execute arbitrary code via crafted yaml file.

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:31 Jul, 2023 | 00:00
Updated At:22 Oct, 2024 | 14:37
Rejected At:
▼CVE Numbering Authority (CNA)

Deserialization of Untrusted Data vulnerability in yolo 3 allows attackers to execute arbitrary code via crafted yaml file.

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://huntr.dev/bounties/1-other-yolov3/
N/A
Hyperlink: https://huntr.dev/bounties/1-other-yolov3/
Resource: N/A
▼Authorized Data Publishers (ADP)
1. CVE Program Container
Affected Products
Metrics
VersionBase scoreBase severityVector
Metrics Other Info
Impacts
CAPEC IDDescription
Solutions

Configurations

Workarounds

Exploits

Credits

Timeline
EventDate
Replaced By

Rejected Reason

References
HyperlinkResource
https://huntr.dev/bounties/1-other-yolov3/
x_transferred
Hyperlink: https://huntr.dev/bounties/1-other-yolov3/
Resource:
x_transferred
2. CISA ADP Vulnrichment
Affected Products
Metrics
VersionBase scoreBase severityVector
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:31 Jul, 2023 | 14:15
Updated At:04 Aug, 2023 | 16:00

Deserialization of Untrusted Data vulnerability in yolo 3 allows attackers to execute arbitrary code via crafted yaml file.

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
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
CPE Matches

ultralytics
ultralytics
>>yolov3>>-
cpe:2.3:a:ultralytics:yolov3:-:*:*:*:*:*:*:*
Weaknesses
CWE IDTypeSource
CWE-502Primarynvd@nist.gov
CWE ID: CWE-502
Type: Primary
Source: nvd@nist.gov
Evaluator Description

Evaluator Impact

Evaluator Solution

Vendor Statements

References
HyperlinkSourceResource
https://huntr.dev/bounties/1-other-yolov3/cve@mitre.org
Exploit
Third Party Advisory
Hyperlink: https://huntr.dev/bounties/1-other-yolov3/
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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||
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||
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Matching Score-4
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Matching Score-4
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||
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Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
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KEV Action Due Date-Not Available

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Deserialization of Untrusted Data
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Matching Score-4
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Matching Score-4
Assigner-MITRE Corporation
CVSS Score-7.8||HIGH
EPSS-0.03% / 8.06%
||
7 Day CHG~0.00%
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Updated-02 Oct, 2024 | 18:06
Rejected-Not Available
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CWE ID-CWE-502
Deserialization of Untrusted Data
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Matching Score-4
Assigner-Microsoft Corporation
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Matching Score-4
Assigner-Microsoft Corporation
CVSS Score-7.8||HIGH
EPSS-0.27% / 50.15%
||
7 Day CHG~0.00%
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Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
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KEV Action Due Date-Not Available
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Action-Not Available
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CWE ID-CWE-502
Deserialization of Untrusted Data
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Matching Score-4
Assigner-Progress Software Corporation
ShareView Details
Matching Score-4
Assigner-Progress Software Corporation
CVSS Score-7.8||HIGH
EPSS-0.43% / 61.37%
||
7 Day CHG~0.00%
Published-25 Sep, 2024 | 13:57
Updated-03 Oct, 2024 | 13:51
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
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Action-Not Available
Vendor-Progress Software CorporationTelerik
Product-ui_for_wpfTelerik UI for WPFui_for_wpf
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2022-45147
Matching Score-4
Assigner-Siemens
ShareView Details
Matching Score-4
Assigner-Siemens
CVSS Score-8.5||HIGH
EPSS-0.05% / 16.64%
||
7 Day CHG~0.00%
Published-09 Jul, 2024 | 12:04
Updated-27 Aug, 2025 | 20:32
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-2024-45857
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-7.8||HIGH
EPSS-0.03% / 7.85%
||
7 Day CHG~0.00%
Published-12 Sep, 2024 | 12:53
Updated-12 Sep, 2024 | 18:14
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 2.4.0 or newer of the Cleanlab project, enabling a maliciously crafted datalab.pkl file to run arbitrary code on an end user’s system when the data directory is loaded.

Action-Not Available
Vendor-Cleanlabcleanlab
Product-cleanlabcleanlab
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-0.10% / 29.05%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:03
Updated-02 Aug, 2024 | 03:43
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-2024-3467
Matching Score-4
Assigner-Cybersecurity and Infrastructure Security Agency (CISA) Industrial Control Systems (ICS)
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Matching Score-4
Assigner-Cybersecurity and Infrastructure Security Agency (CISA) Industrial Control Systems (ICS)
CVSS Score-7||HIGH
EPSS-0.10% / 28.73%
||
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
CVE-2020-28948
Matching Score-4
Assigner-MITRE Corporation
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Matching Score-4
Assigner-MITRE Corporation
CVSS Score-7.8||HIGH
EPSS-70.34% / 98.62%
||
7 Day CHG~0.00%
Published-19 Nov, 2020 | 18:14
Updated-04 Aug, 2024 | 16:48
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

Archive_Tar through 1.4.10 allows an unserialization attack because phar: is blocked but PHAR: is not blocked.

Action-Not Available
Vendor-n/aDebian GNU/LinuxFedora ProjectThe PHP GroupThe Drupal Association
Product-debian_linuxfedoradrupalarchive_tarn/a
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-30042
Matching Score-4
Assigner-Microsoft Corporation
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Matching Score-4
Assigner-Microsoft Corporation
CVSS Score-7.8||HIGH
EPSS-0.39% / 59.07%
||
7 Day CHG~0.00%
Published-14 May, 2024 | 16:57
Updated-03 May, 2025 | 00:06
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
Microsoft Excel Remote Code Execution Vulnerability

Microsoft Excel Remote Code Execution Vulnerability

Action-Not Available
Vendor-Microsoft Corporation
Product-office_long_term_servicing_channeloffice_online_serverofficeexcel365_appsOffice Online ServerMicrosoft Office LTSC for Mac 2021Microsoft Excel 2016Microsoft 365 Apps for EnterpriseMicrosoft Office LTSC 2021Microsoft Office 2019
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2020-24164
Matching Score-4
Assigner-MITRE Corporation
ShareView Details
Matching Score-4
Assigner-MITRE Corporation
CVSS Score-7.8||HIGH
EPSS-0.14% / 34.82%
||
7 Day CHG~0.00%
Published-11 Sep, 2020 | 05:49
Updated-04 Aug, 2024 | 15:05
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

A deserialization flaw is present in Taoensso Nippy before 2.14.2. In some circumstances, it is possible for an attacker to create a malicious payload that, when deserialized, will allow arbitrary code to be executed. This occurs because there is automatic use of the Java Serializable interface.

Action-Not Available
Vendor-taoensson/a
Product-nippyn/a
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-8375
Matching Score-4
Assigner-Google LLC
ShareView Details
Matching Score-4
Assigner-Google LLC
CVSS Score-5.7||MEDIUM
EPSS-0.02% / 2.18%
||
7 Day CHG~0.00%
Published-19 Sep, 2024 | 15:50
Updated-22 Jul, 2025 | 19:57
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
Object deserialization in Reverb leading to RCE

There exists a use after free vulnerability in Reverb. Reverb supports the VARIANT datatype, which is supposed to represent an arbitrary object in C++. When a tensor proto of type VARIANT is unpacked, memory is first allocated to store the entire tensor, and a ctor is called on each instance. Afterwards, Reverb copies the content in tensor_content to the previously mentioned pre-allocated memory, which results in the bytes in tensor_content overwriting the vtable pointers of all the objects which were previously allocated. Reverb exposes 2 relevant gRPC endpoints: InsertStream and SampleStream. The attacker can insert this stream into the server’s database, then when the client next calls SampleStream they will unpack the tensor into RAM, and when any method on that object is called (including its destructor) the attacker gains control of the Program Counter. We recommend upgrading past git commit  https://github.com/google-deepmind/reverb/commit/6a0dcf4c9e842b7f999912f792aaa6f6bd261a25

Action-Not Available
Vendor-Google DeepmindGoogle LLC
Product-reverbReverb
CWE ID-CWE-416
Use After Free
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-39780
Matching Score-4
Assigner-Canonical Ltd.
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Matching Score-4
Assigner-Canonical Ltd.
CVSS Score-7.8||HIGH
EPSS-0.32% / 54.28%
||
7 Day CHG+0.04%
Published-02 Apr, 2025 | 07:31
Updated-26 Aug, 2025 | 16:36
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available
Use of unsafe yaml load in dynparam

A YAML deserialization vulnerability was found in the Robot Operating System (ROS) 'dynparam', a command-line tool for getting, setting, and deleting parameters of a dynamically configurable node, affecting ROS distributions Noetic and earlier. The issue is caused by the use of the yaml.load() function in the 'set' and 'get' verbs, and allows for the creation of arbitrary Python objects. Through this flaw, a local or remote user can craft and execute arbitrary Python code.

Action-Not Available
Vendor-openroboticsOpen Source Robotics Foundation
Product-robot_operating_systemRobot Operating System (ROS)
CWE ID-CWE-20
Improper Input Validation
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% / 34.16%
||
7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:02
Updated-02 Aug, 2024 | 03:43
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
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