Common Weakness Enumeration

CWE-502

Allowed

Deserialization of Untrusted Data

Abstraction: Base · Status: Draft

The product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid.

4837 vulnerabilities reference this CWE, most recent first.

GHSA-CQ3M-MPR2-GJ92

Vulnerability from github – Published: 2026-01-23 06:31 – Updated: 2026-01-23 06:31
VLAI
Details

GPT Academic upload Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of GPT Academic. Authentication is not required to exploit this vulnerability.

The specific flaw exists within the upload endpoint. 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 root. Was ZDI-CAN-27957.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2026-0764"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2026-01-23T04:16:03Z",
    "severity": "CRITICAL"
  },
  "details": "GPT Academic upload Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of GPT Academic. Authentication is not required to exploit this vulnerability.\n\nThe specific flaw exists within the upload endpoint. 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 root. Was ZDI-CAN-27957.",
  "id": "GHSA-cq3m-mpr2-gj92",
  "modified": "2026-01-23T06:31:24Z",
  "published": "2026-01-23T06:31:24Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2026-0764"
    },
    {
      "type": "WEB",
      "url": "https://www.zerodayinitiative.com/advisories/ZDI-26-030"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

GHSA-CQ46-M9X9-J8W2

Vulnerability from github – Published: 2025-10-22 16:45 – Updated: 2025-10-23 20:10
VLAI
Summary
Scapy Session Loading Vulnerable to Arbitrary Code Execution via Untrusted Pickle Deserialization
Details

Summary

An unsafe deserialization vulnerability in Scapy <v2.7.0 allows attackers to execute arbitrary code when a malicious session file is locally loaded via the -s option. This requires convincing a user to manually load a malicious session file.


Details

Scapy’s interactive shell supports session loading using gzip-compressed pickle files:

./run_scapy -s <session_file.pkl.gz>

Internally, this triggers:

# main.py
SESSION = pickle.load(gzip.open(session_name, "rb"))

Since no validation or restriction is performed on the deserialized object, any code embedded via __reduce__() will be executed immediately. This makes it trivial for an attacker to drop a malicious .pkl.gz in a shared folder and have it executed by unsuspecting users.

The vulnerability exists in the load_session function, which deserializes data using pickle.load() on .pkl.gz files provided via the -s CLI flag or programmatically through conf.session.

Affected lines in source code: https://github.com/secdev/scapy/blob/master/scapy/main.py#L569-L572

try:
    s = pickle.load(gzip.open(fname, "rb"))
except IOError:
    try:
        s = pickle.load(open(fname, "rb"))

Impact

This is a classic deserialization vulnerability which leads to Code Execution (CE) when untrusted data is deserialized.

Any user who can trick another user into loading a crafted .pkl.gz session file (e.g. via -s option) can execute arbitrary Python code.

  • Vulnerability type: Insecure deserialization (Python pickle)
  • CWE: CWE-502: Deserialization of Untrusted Data
  • CVSS v4.0 Vector: CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
  • CVSS Score: 5.4 (Medium)
  • Impact: Arbitrary Code Execution
  • Attack vector: Local or supply chain (malicious .pkl.gz)
  • Affected users: Any user who loads session files (even interactively)
  • Affected version: Scapy v2.6.1

Mitigations

  • Do not use 'sessions' (the -s option when launching Scapy).
  • Use the Scapy 2.7.0+ where the session mechanism has been removed.
Show details on source website

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "scapy"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "last_affected": "2.6.1"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2025-10-22T16:45:49Z",
    "nvd_published_at": null,
    "severity": "MODERATE"
  },
  "details": "### Summary\n\nAn unsafe deserialization vulnerability in Scapy \u003cv2.7.0 allows attackers to execute arbitrary code **when a malicious session file is locally loaded via the `-s` option**. This requires convincing a user to manually load a malicious session file.\n\n---\n\n### Details\n\nScapy\u2019s interactive shell supports session loading using gzip-compressed pickle files:\n\n```bash\n./run_scapy -s \u003csession_file.pkl.gz\u003e\n```\n\nInternally, this triggers:\n\n```python\n# main.py\nSESSION = pickle.load(gzip.open(session_name, \"rb\"))\n```\n\nSince no validation or restriction is performed on the deserialized object, **any code embedded via `__reduce__()` will be executed immediately**. This makes it trivial for an attacker to drop a malicious `.pkl.gz` in a shared folder and have it executed by unsuspecting users.\n\nThe vulnerability exists in the `load_session` function, which deserializes data using `pickle.load()` on `.pkl.gz` files provided via the `-s` CLI flag or programmatically through `conf.session`.\n\n**Affected lines in source code**:\nhttps://github.com/secdev/scapy/blob/master/scapy/main.py#L569-L572\n\n```python\ntry:\n    s = pickle.load(gzip.open(fname, \"rb\"))\nexcept IOError:\n    try:\n        s = pickle.load(open(fname, \"rb\"))\n```\n\n### Impact\n\nThis is a classic deserialization vulnerability which leads to Code Execution (CE) when untrusted data is deserialized.\n\nAny user who can trick another user into loading a crafted `.pkl.gz` session file (e.g. via `-s` option) can execute arbitrary Python code.\n\n- **Vulnerability type:** Insecure deserialization (Python `pickle`)\n- **CWE**: [CWE-502: Deserialization of Untrusted Data](https://cwe.mitre.org/data/definitions/502.html)\n- **CVSS v4.0 Vector**: `CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N`\n- **CVSS Score**: 5.4 (Medium)\n- **Impact:** Arbitrary Code Execution\n- **Attack vector:** Local or supply chain (malicious `.pkl.gz`)\n- **Affected users:** Any user who loads session files (even interactively)\n- **Affected version:** **Scapy v2.6.1**\n\n---\n\n### Mitigations\n\n- Do not use \u0027sessions\u0027 (the -s option when launching Scapy).\n- Use the Scapy 2.7.0+ where the session mechanism has been removed.",
  "id": "GHSA-cq46-m9x9-j8w2",
  "modified": "2025-10-23T20:10:45Z",
  "published": "2025-10-22T16:45:49Z",
  "references": [
    {
      "type": "WEB",
      "url": "https://github.com/secdev/scapy/security/advisories/GHSA-cq46-m9x9-j8w2"
    },
    {
      "type": "WEB",
      "url": "https://github.com/secdev/scapy/commit/13621d1145b3435e9d03caf20997107a84435c0b"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/secdev/scapy"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N",
      "type": "CVSS_V4"
    }
  ],
  "summary": "Scapy Session Loading Vulnerable to Arbitrary Code Execution via Untrusted Pickle Deserialization"
}

GHSA-CQ53-3MVC-GHX7

Vulnerability from github – Published: 2022-05-18 00:00 – Updated: 2022-05-27 00:01
VLAI
Details

Connected Components Workbench (v13.00.00 and prior), ISaGRAF Workbench (v6.0 though v6.6.9), and Safety Instrumented System Workstation (v1.2 and prior (for Trusted Controllers)) do not limit the objects that can be deserialized. This allows attackers to craft a malicious serialized object that, if opened by a local user in Connected Components Workbench, may result in arbitrary code execution. This vulnerability requires user interaction to be successfully exploited

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2022-1118"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2022-05-17T20:15:00Z",
    "severity": "HIGH"
  },
  "details": "Connected Components Workbench (v13.00.00 and prior), ISaGRAF Workbench (v6.0 though v6.6.9), and Safety Instrumented System Workstation (v1.2 and prior (for Trusted Controllers)) do not limit the objects that can be deserialized. This allows attackers to craft a malicious serialized object that, if opened by a local user in Connected Components Workbench, may result in arbitrary code execution. This vulnerability requires user interaction to be successfully exploited",
  "id": "GHSA-cq53-3mvc-ghx7",
  "modified": "2022-05-27T00:01:31Z",
  "published": "2022-05-18T00:00:29Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2022-1118"
    },
    {
      "type": "WEB",
      "url": "https://www.cisa.gov/uscert/ics/advisories/icsa-22-095-01"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

GHSA-CQ55-4Q38-JXR8

Vulnerability from github – Published: 2022-05-14 03:14 – Updated: 2022-05-14 03:14
VLAI
Details

An issue was discovered in phpMyAdmin. Some data is passed to the PHP unserialize() function without verification that it's valid serialized data. The unserialization can result in code execution because of the interaction with object instantiation and autoloading. All 4.6.x versions (prior to 4.6.4), 4.4.x versions (prior to 4.4.15.8), and 4.0.x versions (prior to 4.0.10.17) are affected.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2016-6620"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2016-12-11T02:59:00Z",
    "severity": "CRITICAL"
  },
  "details": "An issue was discovered in phpMyAdmin. Some data is passed to the PHP unserialize() function without verification that it\u0027s valid serialized data. The unserialization can result in code execution because of the interaction with object instantiation and autoloading. All 4.6.x versions (prior to 4.6.4), 4.4.x versions (prior to 4.4.15.8), and 4.0.x versions (prior to 4.0.10.17) are affected.",
  "id": "GHSA-cq55-4q38-jxr8",
  "modified": "2022-05-14T03:14:45Z",
  "published": "2022-05-14T03:14:45Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2016-6620"
    },
    {
      "type": "WEB",
      "url": "https://lists.debian.org/debian-lts-announce/2018/07/msg00006.html"
    },
    {
      "type": "WEB",
      "url": "https://security.gentoo.org/glsa/201701-32"
    },
    {
      "type": "WEB",
      "url": "https://www.phpmyadmin.net/security/PMASA-2016-43"
    },
    {
      "type": "WEB",
      "url": "http://www.securityfocus.com/bid/95055"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

GHSA-CQ5H-QX7V-MJG5

Vulnerability from github – Published: 2022-05-24 16:56 – Updated: 2024-04-04 02:00
VLAI
Details

A vulnerability was discovered in BMC MyIT Digital Workplace DWP before 18.11. The DWP component sso.session.restore.cookies stores data using java serialization method. The vulnerability can be triggered by using an ivalid cookie that contains an embedded system command within a DWP API call, as demonstrated by the /dwp/rest/v2/administrator URI.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2019-16755"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2019-09-26T16:15:00Z",
    "severity": "CRITICAL"
  },
  "details": "A vulnerability was discovered in BMC MyIT Digital Workplace DWP before 18.11. The DWP component sso.session.restore.cookies stores data using java serialization method. The vulnerability can be triggered by using an ivalid cookie that contains an embedded system command within a DWP API call, as demonstrated by the /dwp/rest/v2/administrator URI.",
  "id": "GHSA-cq5h-qx7v-mjg5",
  "modified": "2024-04-04T02:00:48Z",
  "published": "2022-05-24T16:56:57Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2019-16755"
    },
    {
      "type": "WEB",
      "url": "https://bmcsites.force.com/casemgmt/sc_KnowledgeArticle?sfdcid=kA21O000000gnYQSAY\u0026type=Solution"
    }
  ],
  "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-CQ8R-83C7-C8PX

Vulnerability from github – Published: 2022-05-24 16:46 – Updated: 2024-04-04 00:46
VLAI
Details

e107 2.1.2 allows PHP Object Injection with resultant SQL injection, because usersettings.php uses unserialize without an HMAC.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2016-10753"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2019-05-24T18:29:00Z",
    "severity": "HIGH"
  },
  "details": "e107 2.1.2 allows PHP Object Injection with resultant SQL injection, because usersettings.php uses unserialize without an HMAC.",
  "id": "GHSA-cq8r-83c7-c8px",
  "modified": "2024-04-04T00:46:25Z",
  "published": "2022-05-24T16:46:31Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2016-10753"
    },
    {
      "type": "WEB",
      "url": "https://blog.ripstech.com/2016/e107-sql-injection-through-object-injection"
    },
    {
      "type": "WEB",
      "url": "https://demo.ripstech.com/projects/e107_2.1.2"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

GHSA-CQ9H-95XF-3P42

Vulnerability from github – Published: 2025-06-09 18:32 – Updated: 2026-04-28 21:35
VLAI
Details

Deserialization of Untrusted Data vulnerability in themeton PIMP - Creative MultiPurpose allows Object Injection. This issue affects PIMP - Creative MultiPurpose: from n/a through 1.7.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2025-31398"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2025-06-09T16:15:38Z",
    "severity": "CRITICAL"
  },
  "details": "Deserialization of Untrusted Data vulnerability in themeton PIMP - Creative MultiPurpose allows Object Injection. This issue affects PIMP - Creative MultiPurpose: from n/a through 1.7.",
  "id": "GHSA-cq9h-95xf-3p42",
  "modified": "2026-04-28T21:35:41Z",
  "published": "2025-06-09T18:32:13Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2025-31398"
    },
    {
      "type": "WEB",
      "url": "https://patchstack.com/database/wordpress/theme/pimp/vulnerability/wordpress-pimp-creative-multipurpose-1-7-deserialization-of-untrusted-data-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-CQM5-3CCF-CF57

Vulnerability from github – Published: 2022-08-04 00:00 – Updated: 2022-08-11 00:00
VLAI
Details

This vulnerability allows remote attackers to execute arbitrary code on affected installations of DevExpress. Authentication is required to exploit this vulnerability. The specific flaw exists within the SafeBinaryFormatter library. 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 service account. Was ZDI-CAN-16710.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2022-28684"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2022-08-03T16:15:00Z",
    "severity": "HIGH"
  },
  "details": "This vulnerability allows remote attackers to execute arbitrary code on affected installations of DevExpress. Authentication is required to exploit this vulnerability. The specific flaw exists within the SafeBinaryFormatter library. 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 service account. Was ZDI-CAN-16710.",
  "id": "GHSA-cqm5-3ccf-cf57",
  "modified": "2022-08-11T00:00:38Z",
  "published": "2022-08-04T00:00:22Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2022-28684"
    },
    {
      "type": "WEB",
      "url": "https://www.zerodayinitiative.com/advisories/ZDI-22-872"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

GHSA-CQX6-4JGP-26M2

Vulnerability from github – Published: 2022-04-14 00:00 – Updated: 2022-04-22 00:01
VLAI
Details

VMware Workspace ONE Access, Identity Manager and vRealize Automation contain two remote code execution vulnerabilities (CVE-2022-22957 & CVE-2022-22958). A malicious actor with administrative access can trigger deserialization of untrusted data through malicious JDBC URI which may result in remote code execution.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2022-22957"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2022-04-13T18:15:00Z",
    "severity": "HIGH"
  },
  "details": "VMware Workspace ONE Access, Identity Manager and vRealize Automation contain two remote code execution vulnerabilities (CVE-2022-22957 \u0026 CVE-2022-22958). A malicious actor with administrative access can trigger deserialization of untrusted data through malicious JDBC URI which may result in remote code execution.",
  "id": "GHSA-cqx6-4jgp-26m2",
  "modified": "2022-04-22T00:01:07Z",
  "published": "2022-04-14T00:00:16Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2022-22957"
    },
    {
      "type": "WEB",
      "url": "https://www.vmware.com/security/advisories/VMSA-2022-0011.html"
    },
    {
      "type": "WEB",
      "url": "http://packetstormsecurity.com/files/171918/Mware-Workspace-ONE-Remote-Code-Execution.html"
    },
    {
      "type": "WEB",
      "url": "http://packetstormsecurity.com/files/171918/VMware-Workspace-ONE-Remote-Code-Execution.html"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

GHSA-CR53-8JC5-F689

Vulnerability from github – Published: 2024-11-20 12:30 – Updated: 2026-04-01 18:32
VLAI
Details

Deserialization of Untrusted Data vulnerability in Modeltheme QRMenu Restaurant QR Menu Lite allows Object Injection.This issue affects QRMenu Restaurant QR Menu Lite: from n/a through 1.0.3.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2024-52445"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2024-11-20T12:15:21Z",
    "severity": "HIGH"
  },
  "details": "Deserialization of Untrusted Data vulnerability in Modeltheme QRMenu Restaurant QR Menu Lite allows Object Injection.This issue affects QRMenu Restaurant QR Menu Lite: from n/a through 1.0.3.",
  "id": "GHSA-cr53-8jc5-f689",
  "modified": "2026-04-01T18:32:34Z",
  "published": "2024-11-20T12:30:36Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2024-52445"
    },
    {
      "type": "WEB",
      "url": "https://patchstack.com/database/Wordpress/Plugin/qrmenu-lite/vulnerability/wordpress-qrmenu-restaurant-qr-menu-lite-plugin-1-0-3-php-object-injection-vulnerability?_s_id=cve"
    },
    {
      "type": "WEB",
      "url": "https://patchstack.com/database/vulnerability/qrmenu-lite/wordpress-qrmenu-restaurant-qr-menu-lite-plugin-1-0-3-php-object-injection-vulnerability?_s_id=cve"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

Mitigation
Architecture and Design Implementation

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
Implementation

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
Implementation

Explicitly define a final object() to prevent deserialization.

Mitigation
Architecture and Design Implementation
  • 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
Implementation

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
Architecture and Design Implementation

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
Operation

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.