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Vulnerability Details :

CVE-2024-11392

Summary
Assigner-zdi
Assigner Org ID-99f1926a-a320-47d8-bbb5-42feb611262e
Published At-22 Nov, 2024 | 21:23
Updated At-26 Nov, 2024 | 16:35
Rejected At-
Credits

Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability

Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. 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 handling of configuration files. 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 user. Was ZDI-CAN-24322.

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:zdi
Assigner Org ID:99f1926a-a320-47d8-bbb5-42feb611262e
Published At:22 Nov, 2024 | 21:23
Updated At:26 Nov, 2024 | 16:35
Rejected At:
▼CVE Numbering Authority (CNA)
Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability

Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. 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 handling of configuration files. 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 user. Was ZDI-CAN-24322.

Affected Products
Vendor
Hugging Face
Product
Transformers
Default Status
unknown
Versions
Affected
  • 940fde8dafaecb8f17b588c5078291f1c1a420c8
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
3.07.5HIGH
CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H
Version: 3.0
Base score: 7.5
Base severity: HIGH
Vector:
CVSS:3.0/AV:N/AC:H/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
https://www.zerodayinitiative.com/advisories/ZDI-24-1513/
x_research-advisory
Hyperlink: https://www.zerodayinitiative.com/advisories/ZDI-24-1513/
Resource:
x_research-advisory
▼Authorized Data Publishers (ADP)
CISA ADP Vulnrichment
Affected Products
Vendor
huggingface
Product
transformers
CPEs
  • cpe:2.3:a:huggingface:transformers:*:*:*:*:*:*:*:*
Default Status
unknown
Versions
Affected
  • MobileViTV2
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:zdi-disclosures@trendmicro.com
Published At:22 Nov, 2024 | 22:15
Updated At:10 Feb, 2025 | 22:18

Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. 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 handling of configuration files. 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 user. Was ZDI-CAN-24322.

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
Primary3.18.8HIGH
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Secondary3.07.5HIGH
CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H
Type: Primary
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
Type: Secondary
Version: 3.0
Base score: 7.5
Base severity: HIGH
Vector:
CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H
CPE Matches

huggingface
huggingface
>>transformers>>Versions before 4.48.0(exclusive)
cpe:2.3:a:huggingface:transformers:*:*:*:*:*:*:*:*
Weaknesses
CWE IDTypeSource
CWE-502Primaryzdi-disclosures@trendmicro.com
CWE ID: CWE-502
Type: Primary
Source: zdi-disclosures@trendmicro.com
Evaluator Description

Evaluator Impact

Evaluator Solution

Vendor Statements

References
HyperlinkSourceResource
https://www.zerodayinitiative.com/advisories/ZDI-24-1513/zdi-disclosures@trendmicro.com
Third Party Advisory
VDB Entry
Hyperlink: https://www.zerodayinitiative.com/advisories/ZDI-24-1513/
Source: zdi-disclosures@trendmicro.com
Resource:
Third Party Advisory
VDB Entry

Change History

0
Information is not available yet

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CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2024-37057
Matching Score-4
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Matching Score-4
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CVSS Score-8.8||HIGH
EPSS-0.38% / 58.77%
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7 Day CHG~0.00%
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Matching Score-4
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Matching Score-4
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CVSS Score-8.8||HIGH
EPSS-0.38% / 58.85%
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7 Day CHG~0.00%
Published-04 Jun, 2024 | 12:01
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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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Vendor-lfprojectsMLflowlfprojects
Product-mlflowMLflowmlflow
CWE ID-CWE-502
Deserialization of Untrusted Data
CVE-2020-36182
Matching Score-4
Assigner-MITRE Corporation
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Matching Score-4
Assigner-MITRE Corporation
CVSS Score-8.8||HIGH
EPSS-2.12% / 83.43%
||
7 Day CHG~0.00%
Published-06 Jan, 2021 | 22:30
Updated-04 Aug, 2024 | 17:23
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-n/aDebian GNU/LinuxOracle CorporationFasterXML, LLC.NetApp, Inc.
Product-primavera_unifiercloud_backupjd_edwards_enterpriseone_orchestratorprimavera_gatewaycommunications_network_charging_and_controlcommunications_session_route_managerretail_service_backbonecommunications_session_report_managercommunications_instant_messaging_serverautovue_for_agile_product_lifecycle_managementagile_plmcommunications_policy_managementcommunications_cloud_native_core_policyretail_merchandising_systemcommunications_convergent_charging_controllercommerce_platformblockchain_platformcommunications_cloud_native_core_unified_data_repositoryjackson-databindcommunications_evolved_communications_application_servercommunications_unified_inventory_managementservice_level_managerdocumakerapplication_testing_suitecommunications_services_gatekeeperbanking_virtual_account_managementretail_customer_management_and_segmentation_foundationinsurance_rules_palettecommunications_billing_and_revenue_managementcommunications_offline_mediation_controllerdebian_linuxbanking_supply_chain_financecommunications_diameter_signaling_routecommunications_pricing_design_centerbanking_credit_facilities_process_managementretail_xstore_point_of_serviceinsurance_policy_administrationbanking_corporate_lending_process_managementgoldengate_application_adaptersbanking_extensibility_workbenchcommunications_element_managerjd_edwards_enterpriseone_toolsbanking_treasury_managementwebcenter_portaldata_integratorn/acommunications_diameter_signaling_routerglobal_lifecycle_management_opatchretail_sales_auditprimavera_unifierbanking_digital_experiencejd_edwards_enterpriseone_orchestratorretail_service_backbonecommunications_network_charging_and_controlcommunications_session_route_managercommunications_instant_messaging_serveragile_plmautovue_for_agile_product_lifecycle_managementfinancial_services_retail_customer_analyticsfinancial_services_price_creation_and_discoveryretail_merchandising_systemfinancial_services_institutional_performance_analyticssteelstore_cloud_integrated_storagedebian_linuxinsurance_policy_administration_j2eeweblogic_serverjackson-databindfinancial_services_analytical_applications_infrastructurecommunications_calendar_serverretail_xstore_point_of_servicecommunications_evolved_communications_application_servercommunications_element_managerenterprise_manager_base_platform
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-0.42% / 61.07%
||
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-2024-37055
Matching Score-4
Assigner-HiddenLayer, Inc.
ShareView Details
Matching Score-4
Assigner-HiddenLayer, Inc.
CVSS Score-8.8||HIGH
EPSS-0.38% / 58.77%
||
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-2020-10672
Matching Score-4
Assigner-MITRE Corporation
ShareView Details
Matching Score-4
Assigner-MITRE Corporation
CVSS Score-8.8||HIGH
EPSS-40.07% / 97.23%
||
7 Day CHG~0.00%
Published-18 Mar, 2020 | 21:17
Updated-04 Aug, 2024 | 11:06
Rejected-Not Available
Known To Be Used In Ransomware Campaigns?-Not Available
KEV Added-Not Available
KEV Action Due Date-Not Available

FasterXML jackson-databind 2.x before 2.9.10.4 mishandles the interaction between serialization gadgets and typing, related to org.apache.aries.transaction.jms.internal.XaPooledConnectionFactory (aka aries.transaction.jms).

Action-Not Available
Vendor-n/aDebian GNU/LinuxOracle CorporationFasterXML, LLC.NetApp, Inc.
Product-communications_diameter_signaling_routerglobal_lifecycle_management_opatchretail_sales_auditcommunications_contacts_serverprimavera_unifierbanking_digital_experiencejd_edwards_enterpriseone_orchestratorretail_service_backbonecommunications_network_charging_and_controlcommunications_session_route_managerbanking_platformcommunications_session_report_managercommunications_instant_messaging_serveragile_plmautovue_for_agile_product_lifecycle_managementfinancial_services_retail_customer_analyticsfinancial_services_price_creation_and_discoveryretail_merchandising_systemfinancial_services_institutional_performance_analyticssteelstore_cloud_integrated_storagedebian_linuxinsurance_policy_administration_j2eeweblogic_serverjackson-databindfinancial_services_analytical_applications_infrastructurecommunications_calendar_serverretail_xstore_point_of_servicecommunications_evolved_communications_application_servercommunications_element_managerjd_edwards_enterpriseone_toolsenterprise_manager_base_platformn/acommunications_diameter_signaling_routerglobal_lifecycle_management_opatchretail_sales_auditprimavera_unifierbanking_digital_experiencejd_edwards_enterpriseone_orchestratorretail_service_backbonecommunications_network_charging_and_controlcommunications_session_route_managercommunications_instant_messaging_serverautovue_for_agile_product_lifecycle_managementagile_plmfinancial_services_retail_customer_analyticsfinancial_services_price_creation_and_discoveryretail_merchandising_systemfinancial_services_institutional_performance_analyticssteelstore_cloud_integrated_storagedebian_linuxinsurance_policy_administration_j2eeweblogic_serverjackson-databindfinancial_services_analytical_applications_infrastructurecommunications_calendar_serverretail_xstore_point_of_servicecommunications_evolved_communications_application_servercommunications_element_managerenterprise_manager_base_platform
CWE ID-CWE-502
Deserialization of Untrusted Data
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