CWE-502
AllowedDeserialization of Untrusted Data
Abstraction: Base · Status: Draft
The product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid.
4801 vulnerabilities reference this CWE, most recent first.
GHSA-QGM9-FP3R-VM5V
Vulnerability from github – Published: 2025-08-01 18:31 – Updated: 2025-08-01 18:31The modelscope/ms-swift library thru 2.6.1 is vulnerable to arbitrary code execution through deserialization of untrusted data within the load_model_meta() function of the ModelFileSystemCache() class. Attackers can execute arbitrary code and commands by crafting a malicious serialized .mdl payload, exploiting the use of pickle.load() on data from potentially untrusted sources. This vulnerability allows for remote code execution (RCE) by deceiving victims into loading a seemingly harmless checkpoint during a normal training process, thereby enabling attackers to execute arbitrary code on the targeted machine. Note that the payload file is a hidden file, making it difficult for the victim to detect tampering. More importantly, during the model training process, after the .mdl file is loaded and executes arbitrary code, the normal training process remains unaffected'meaning the user remains unaware of the arbitrary code execution.
{
"affected": [],
"aliases": [
"CVE-2025-50472"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2025-08-01T16:15:41Z",
"severity": "CRITICAL"
},
"details": "The modelscope/ms-swift library thru 2.6.1 is vulnerable to arbitrary code execution through deserialization of untrusted data within the `load_model_meta()` function of the `ModelFileSystemCache()` class. Attackers can execute arbitrary code and commands by crafting a malicious serialized `.mdl` payload, exploiting the use of `pickle.load()` on data from potentially untrusted sources. This vulnerability allows for remote code execution (RCE) by deceiving victims into loading a seemingly harmless checkpoint during a normal training process, thereby enabling attackers to execute arbitrary code on the targeted machine. Note that the payload file is a hidden file, making it difficult for the victim to detect tampering. More importantly, during the model training process, after the `.mdl` file is loaded and executes arbitrary code, the normal training process remains unaffected\u0027meaning the user remains unaware of the arbitrary code execution.",
"id": "GHSA-qgm9-fp3r-vm5v",
"modified": "2025-08-01T18:31:17Z",
"published": "2025-08-01T18:31:17Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2025-50472"
},
{
"type": "WEB",
"url": "https://github.com/modelscope/ms-swift/blob/ab38bff0387a86fd9f068246c326ee7b0d5ed139/swift/hub/utils/caching.py#L141"
},
{
"type": "WEB",
"url": "https://github.com/xhjy2020/CVE-2025-50472"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
]
}
GHSA-QGMP-P2QJ-VV3G
Vulnerability from github – Published: 2024-10-20 09:30 – Updated: 2026-04-01 18:32Deserialization of Untrusted Data vulnerability in Giveaway Boost allows Object Injection.This issue affects Giveaway Boost: from n/a through 2.1.4.
{
"affected": [],
"aliases": [
"CVE-2024-49332"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2024-10-20T09:15:05Z",
"severity": "CRITICAL"
},
"details": "Deserialization of Untrusted Data vulnerability in Giveaway Boost allows Object Injection.This issue affects Giveaway Boost: from n/a through 2.1.4.",
"id": "GHSA-qgmp-p2qj-vv3g",
"modified": "2026-04-01T18:32:07Z",
"published": "2024-10-20T09:30:44Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2024-49332"
},
{
"type": "WEB",
"url": "https://patchstack.com/database/Wordpress/Plugin/giveaway-boost/vulnerability/wordpress-giveaway-boost-plugin-2-1-4-php-object-injection-vulnerability?_s_id=cve"
},
{
"type": "WEB",
"url": "https://patchstack.com/database/vulnerability/giveaway-boost/wordpress-giveaway-boost-plugin-2-1-4-php-object-injection-vulnerability?_s_id=cve"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
]
}
GHSA-QGR2-WQ96-WCH2
Vulnerability from github – Published: 2022-05-24 16:55 – Updated: 2024-04-04 01:54The sitebuilder-dynamic-components plugin through 1.0 for WordPress has PHP object injection via an AJAX request.
{
"affected": [],
"aliases": [
"CVE-2017-18604"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2019-09-10T12:15:00Z",
"severity": "HIGH"
},
"details": "The sitebuilder-dynamic-components plugin through 1.0 for WordPress has PHP object injection via an AJAX request.",
"id": "GHSA-qgr2-wq96-wch2",
"modified": "2024-04-04T01:54:47Z",
"published": "2022-05-24T16:55:49Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2017-18604"
},
{
"type": "WEB",
"url": "https://wordpress.org/plugins/sitebuilder-dynamic-components/#developers"
},
{
"type": "WEB",
"url": "https://wpvulndb.com/vulnerabilities/8829"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:H/A:N",
"type": "CVSS_V3"
}
]
}
GHSA-QGVW-QC2Q-GV5Q
Vulnerability from github – Published: 2022-05-14 03:08 – Updated: 2024-09-16 22:12The from_yaml method in serializers.py in Django Tastypie before 0.9.10 does not properly deserialize YAML data, which allows remote attackers to execute arbitrary Python code via vectors related to the yaml.load method.
{
"affected": [
{
"package": {
"ecosystem": "PyPI",
"name": "django-tastypie"
},
"ranges": [
{
"events": [
{
"introduced": "0"
},
{
"fixed": "0.9.10"
}
],
"type": "ECOSYSTEM"
}
]
}
],
"aliases": [
"CVE-2011-4104"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": true,
"github_reviewed_at": "2024-01-12T20:55:43Z",
"nvd_published_at": "2014-10-27T01:55:00Z",
"severity": "CRITICAL"
},
"details": "The `from_yaml` method in serializers.py in Django Tastypie before 0.9.10 does not properly deserialize YAML data, which allows remote attackers to execute arbitrary Python code via vectors related to the yaml.load method.",
"id": "GHSA-qgvw-qc2q-gv5q",
"modified": "2024-09-16T22:12:36Z",
"published": "2022-05-14T03:08:09Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2011-4104"
},
{
"type": "WEB",
"url": "https://github.com/toastdriven/django-tastypie/commit/e8af315211b07c8f48f32a063233cc3f76dd5bc2"
},
{
"type": "WEB",
"url": "https://github.com/pypa/advisory-database/tree/main/vulns/django-tastypie/PYSEC-2014-25.yaml"
},
{
"type": "PACKAGE",
"url": "https://github.com/toastdriven/django-tastypie"
},
{
"type": "WEB",
"url": "https://groups.google.com/forum/#!topic/django-tastypie/i2aNGDHTUBI"
},
{
"type": "WEB",
"url": "https://www.djangoproject.com/weblog/2011/nov/01/piston-and-tastypie-security-releases"
},
{
"type": "WEB",
"url": "http://www.openwall.com/lists/oss-security/2011/11/02/1"
},
{
"type": "WEB",
"url": "http://www.openwall.com/lists/oss-security/2011/11/02/7"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
},
{
"score": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N",
"type": "CVSS_V4"
}
],
"summary": "Django Tastypie Improper Deserialization of YAML Data"
}
GHSA-QGVW-V9XQ-RJP9
Vulnerability from github – Published: 2022-05-24 19:12 – Updated: 2022-05-24 19:12Insecure deserialization leading to Remote Code Execution was detected in the Orion Platform version 2020.2.5. Authentication is required to exploit this vulnerability.
{
"affected": [],
"aliases": [
"CVE-2021-35215"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2021-09-01T15:15:00Z",
"severity": "HIGH"
},
"details": "Insecure deserialization leading to Remote Code Execution was detected in the Orion Platform version 2020.2.5. Authentication is required to exploit this vulnerability.",
"id": "GHSA-qgvw-v9xq-rjp9",
"modified": "2022-05-24T19:12:48Z",
"published": "2022-05-24T19:12:48Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2021-35215"
},
{
"type": "WEB",
"url": "https://documentation.solarwinds.co/enm/success_center/orionplatform/content/release_notes/orion_platform_2020-2-6_release_notes.htm"
},
{
"type": "WEB",
"url": "https://documentation.solarwinds.com/en/success_center/orionplatform/content/core-secure-configuration.htm"
},
{
"type": "WEB",
"url": "https://www.solarwinds.com/trust-center/security-advisories/cve-2021-35215"
},
{
"type": "WEB",
"url": "https://www.zerodayinitiative.com/advisories/ZDI-21-1245"
}
],
"schema_version": "1.4.0",
"severity": []
}
GHSA-QGVW-VFMJ-PRRG
Vulnerability from github – Published: 2026-06-10 00:31 – Updated: 2026-06-10 00:31A vulnerability allowing remote code execution (RCE) on the Backup Server by an authenticated domain user.
{
"affected": [],
"aliases": [
"CVE-2026-44963"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2026-06-09T23:16:52Z",
"severity": "CRITICAL"
},
"details": "A vulnerability allowing remote code execution (RCE) on the Backup Server by an authenticated domain user.",
"id": "GHSA-qgvw-vfmj-prrg",
"modified": "2026-06-10T00:31:49Z",
"published": "2026-06-10T00:31:49Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2026-44963"
},
{
"type": "WEB",
"url": "https://www.veeam.com/kb4869"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X",
"type": "CVSS_V4"
}
]
}
GHSA-QH4C-Q793-RVMW
Vulnerability from github – Published: 2025-06-17 21:32 – Updated: 2025-06-17 21:32An insecure deserialization operation in the Trend Micro Endpoint Encryption PolicyServer could lead to a pre-authentication remote code execution on affected installations. Note that this vulnerability is similar to CVE-2025-49213 but is in a different method.
{
"affected": [],
"aliases": [
"CVE-2025-49217"
],
"database_specific": {
"cwe_ids": [
"CWE-477",
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2025-06-17T21:15:39Z",
"severity": "CRITICAL"
},
"details": "An insecure deserialization operation in the Trend Micro Endpoint Encryption PolicyServer could lead to a pre-authentication remote code execution on affected installations. Note that this vulnerability is similar to CVE-2025-49213 but is in a different method.",
"id": "GHSA-qh4c-q793-rvmw",
"modified": "2025-06-17T21:32:31Z",
"published": "2025-06-17T21:32:31Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2025-49217"
},
{
"type": "WEB",
"url": "https://success.trendmicro.com/en-US/solution/KA-0019928"
},
{
"type": "WEB",
"url": "https://www.zerodayinitiative.com/advisories/ZDI-25-374"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
]
}
GHSA-QHF9-P9VV-VGJ2
Vulnerability from github – Published: 2026-07-01 18:31 – Updated: 2026-07-01 18:31NVIDIA Megatron Bridge for Linux contains a vulnerability where an attacker could cause improper validation of allowed inputs. A successful exploit of this vulnerability might lead to code execution, escalation of privileges, data tampering, and information disclosure.
{
"affected": [],
"aliases": [
"CVE-2026-24250"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2026-07-01T16:16:45Z",
"severity": "HIGH"
},
"details": "NVIDIA Megatron Bridge for Linux contains a vulnerability where an attacker could cause improper validation of allowed inputs. A successful exploit of this vulnerability might lead to code execution, escalation of privileges, data tampering, and information disclosure.",
"id": "GHSA-qhf9-p9vv-vgj2",
"modified": "2026-07-01T18:31:48Z",
"published": "2026-07-01T18:31:48Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2026-24250"
},
{
"type": "WEB",
"url": "https://github.com/NVIDIA/product-security/tree/main/2026/5841"
},
{
"type": "WEB",
"url": "https://www.cve.org/CVERecord?id=CVE-2026-24250"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
]
}
GHSA-QHG7-HG3P-3HFQ
Vulnerability from github – Published: 2022-03-24 00:00 – Updated: 2022-03-30 00:01A deserialization vulnerability exists in how the AosService.rem service in Rockwell Automation FactoryTalk AssetCentre v10.00 and earlier verifies serialized data. This vulnerability may allow a remote, unauthenticated attacker to execute arbitrary commands in FactoryTalk AssetCentre.
{
"affected": [],
"aliases": [
"CVE-2021-27462"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2022-03-23T20:15:00Z",
"severity": "CRITICAL"
},
"details": "A deserialization vulnerability exists in how the AosService.rem service in Rockwell Automation FactoryTalk AssetCentre v10.00 and earlier verifies serialized data. This vulnerability may allow a remote, unauthenticated attacker to execute arbitrary commands in FactoryTalk AssetCentre.",
"id": "GHSA-qhg7-hg3p-3hfq",
"modified": "2022-03-30T00:01:02Z",
"published": "2022-03-24T00:00:19Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2021-27462"
},
{
"type": "WEB",
"url": "https://idp.rockwellautomation.com/adfs/ls/idpinitiatedsignon.aspx?RelayState=RPID%3Drockwellautomation.custhelp.com%26RelayState%3Danswers%2Fanswer_view%2Fa_id%2F1130831"
},
{
"type": "WEB",
"url": "https://www.cisa.gov/uscert/ics/advisories/icsa-21-091-01"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
]
}
GHSA-QHGJ-87JJ-53VH
Vulnerability from github – Published: 2022-05-13 01:24 – Updated: 2025-04-20 03:46ERS Data System 1.8.1.0 allows remote attackers to execute arbitrary code, related to "com.branaghgroup.ecers.update.UpdateRequest" object deserialization.
{
"affected": [],
"aliases": [
"CVE-2017-14702"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2017-09-30T01:29:00Z",
"severity": "CRITICAL"
},
"details": "ERS Data System 1.8.1.0 allows remote attackers to execute arbitrary code, related to \"com.branaghgroup.ecers.update.UpdateRequest\" object deserialization.",
"id": "GHSA-qhgj-87jj-53vh",
"modified": "2025-04-20T03:46:06Z",
"published": "2022-05-13T01:24:59Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2017-14702"
},
{
"type": "WEB",
"url": "https://github.com/wshepherd0010/advisories/blob/master/CVE-2017-14702.md"
},
{
"type": "WEB",
"url": "https://www.exploit-db.com/exploits/42952"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
]
}
Mitigation
If available, use the signing/sealing features of the programming language to assure that deserialized data has not been tainted. For example, a hash-based message authentication code (HMAC) could be used to ensure that data has not been modified.
Mitigation
When deserializing data, populate a new object rather than just deserializing. The result is that the data flows through safe input validation and that the functions are safe.
Mitigation
Explicitly define a final object() to prevent deserialization.
Mitigation
- Make fields transient to protect them from deserialization.
- An attempt to serialize and then deserialize a class containing transient fields will result in NULLs where the transient data should be. This is an excellent way to prevent time, environment-based, or sensitive variables from being carried over and used improperly.
Mitigation
Avoid having unnecessary types or gadgets (a sequence of instances and method invocations that can self-execute during the deserialization process, often found in libraries) available that can be leveraged for malicious ends. This limits the potential for unintended or unauthorized types and gadgets to be leveraged by the attacker. Add only acceptable classes to an allowlist. Note: new gadgets are constantly being discovered, so this alone is not a sufficient mitigation.
Mitigation
Employ cryptography of the data or code for protection. However, it's important to note that it would still be client-side security. This is risky because if the client is compromised then the security implemented on the client (the cryptography) can be bypassed.
Mitigation MIT-29
Strategy: Firewall
Use an application firewall that can detect attacks against this weakness. It can be beneficial in cases in which the code cannot be fixed (because it is controlled by a third party), as an emergency prevention measure while more comprehensive software assurance measures are applied, or to provide defense in depth [REF-1481].
CAPEC-586: Object Injection
An adversary attempts to exploit an application by injecting additional, malicious content during its processing of serialized objects. Developers leverage serialization in order to convert data or state into a static, binary format for saving to disk or transferring over a network. These objects are then deserialized when needed to recover the data/state. By injecting a malformed object into a vulnerable application, an adversary can potentially compromise the application by manipulating the deserialization process. This can result in a number of unwanted outcomes, including remote code execution.