pysec - pysec-2025-9

PYSEC-2025-9

Vulnerability from pysec - Published: 2025-03-20 10:15 - Updated: 2025-03-20 11:21

Details

A remote code execution vulnerability exists in invoke-ai/invokeai versions 5.3.1 through 5.4.2 via the /api/v2/models/install API. The vulnerability arises from unsafe deserialization of model files using torch.load without proper validation. Attackers can exploit this by embedding malicious code in model files, which is executed upon loading. This issue is fixed in version 5.4.3.

Impacted products

Name	purl
invokeai	pkg:pypi/invokeai

Aliases

CVE-2024-12029

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "invokeai",
        "purl": "pkg:pypi/invokeai"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "756008dc5899081c5aa51e5bd8f24c1b3975a59e"
            }
          ],
          "repo": "https://github.com/invoke-ai/invokeai",
          "type": "GIT"
        },
        {
          "events": [
            {
              "introduced": "5.3.1"
            },
            {
              "fixed": "5.4.3rc1"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ],
      "versions": [
        "5.3.1",
        "5.4.0",
        "5.4.1",
        "5.4.1rc1",
        "5.4.1rc2",
        "5.4.2",
        "5.4.2rc1"
      ]
    }
  ],
  "aliases": [
    "CVE-2024-12029"
  ],
  "details": "A remote code execution vulnerability exists in invoke-ai/invokeai versions 5.3.1 through 5.4.2 via the /api/v2/models/install API. The vulnerability arises from unsafe deserialization of model files using torch.load without proper validation. Attackers can exploit this by embedding malicious code in model files, which is executed upon loading. This issue is fixed in version 5.4.3.",
  "id": "PYSEC-2025-9",
  "modified": "2025-03-20T11:21:37.872971+00:00",
  "published": "2025-03-20T10:15:26+00:00",
  "references": [
    {
      "type": "FIX",
      "url": "https://github.com/invoke-ai/invokeai/commit/756008dc5899081c5aa51e5bd8f24c1b3975a59e"
    },
    {
      "type": "WEB",
      "url": "https://huntr.com/bounties/9b790f94-1b1b-4071-bc27-78445d1a87a3"
    }
  ]
}

CVE-2024-12029 (GCVE-0-2024-12029)

Vulnerability from cvelistv5 – Published: 2025-03-20 10:08 – Updated: 2025-03-20 14:33

Summary

Severity ?

9.8 (Critical)


                        
                          CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

CWE

CWE-502 - Deserialization of Untrusted Data

Assigner

@huntr_ai

References

URL

Tags

	https://huntr.com/bounties/9b790f94-1b1b-4071-bc2…
	https://github.com/invoke-ai/invokeai/commit/7560…

Impacted products

	Vendor	Product	Version
	invoke-ai	invoke-ai/invokeai	Affected: unspecified , < 5.4.3 (custom)

Show details on NVD website

JSON

To clipboard

{
  "containers": {
    "adp": [
      {
        "metrics": [
          {
            "other": {
              "content": {
                "id": "CVE-2024-12029",
                "options": [
                  {
                    "Exploitation": "poc"
                  },
                  {
                    "Automatable": "yes"
                  },
                  {
                    "Technical Impact": "total"
                  }
                ],
                "role": "CISA Coordinator",
                "timestamp": "2025-03-20T14:32:34.599806Z",
                "version": "2.0.3"
              },
              "type": "ssvc"
            }
          }
        ],
        "providerMetadata": {
          "dateUpdated": "2025-03-20T14:33:03.024Z",
          "orgId": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
          "shortName": "CISA-ADP"
        },
        "references": [
          {
            "tags": [
              "exploit"
            ],
            "url": "https://huntr.com/bounties/9b790f94-1b1b-4071-bc27-78445d1a87a3"
          }
        ],
        "title": "CISA ADP Vulnrichment"
      }
    ],
    "cna": {
      "affected": [
        {
          "product": "invoke-ai/invokeai",
          "vendor": "invoke-ai",
          "versions": [
            {
              "lessThan": "5.4.3",
              "status": "affected",
              "version": "unspecified",
              "versionType": "custom"
            }
          ]
        }
      ],
      "descriptions": [
        {
          "lang": "en",
          "value": "A remote code execution vulnerability exists in invoke-ai/invokeai versions 5.3.1 through 5.4.2 via the /api/v2/models/install API. The vulnerability arises from unsafe deserialization of model files using torch.load without proper validation. Attackers can exploit this by embedding malicious code in model files, which is executed upon loading. This issue is fixed in version 5.4.3."
        }
      ],
      "metrics": [
        {
          "cvssV3_0": {
            "attackComplexity": "LOW",
            "attackVector": "NETWORK",
            "availabilityImpact": "HIGH",
            "baseScore": 9.8,
            "baseSeverity": "CRITICAL",
            "confidentialityImpact": "HIGH",
            "integrityImpact": "HIGH",
            "privilegesRequired": "NONE",
            "scope": "UNCHANGED",
            "userInteraction": "NONE",
            "vectorString": "CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
            "version": "3.0"
          }
        }
      ],
      "problemTypes": [
        {
          "descriptions": [
            {
              "cweId": "CWE-502",
              "description": "CWE-502 Deserialization of Untrusted Data",
              "lang": "en",
              "type": "CWE"
            }
          ]
        }
      ],
      "providerMetadata": {
        "dateUpdated": "2025-03-20T10:08:45.570Z",
        "orgId": "c09c270a-b464-47c1-9133-acb35b22c19a",
        "shortName": "@huntr_ai"
      },
      "references": [
        {
          "url": "https://huntr.com/bounties/9b790f94-1b1b-4071-bc27-78445d1a87a3"
        },
        {
          "url": "https://github.com/invoke-ai/invokeai/commit/756008dc5899081c5aa51e5bd8f24c1b3975a59e"
        }
      ],
      "source": {
        "advisory": "9b790f94-1b1b-4071-bc27-78445d1a87a3",
        "discovery": "EXTERNAL"
      },
      "title": "Remote Code Execution via Model Deserialization in invoke-ai/invokeai"
    }
  },
  "cveMetadata": {
    "assignerOrgId": "c09c270a-b464-47c1-9133-acb35b22c19a",
    "assignerShortName": "@huntr_ai",
    "cveId": "CVE-2024-12029",
    "datePublished": "2025-03-20T10:08:45.570Z",
    "dateReserved": "2024-12-02T15:06:57.890Z",
    "dateUpdated": "2025-03-20T14:33:03.024Z",
    "state": "PUBLISHED"
  },
  "dataType": "CVE_RECORD",
  "dataVersion": "5.1"
}

Sightings

Author	Source	Type	Date

Nomenclature

Seen: The vulnerability was mentioned, discussed, or observed by the user.
Confirmed: The vulnerability has been validated from an analyst's perspective.
Published Proof of Concept: A public proof of concept is available for this vulnerability.
Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
Not confirmed: The user expressed doubt about the validity of the vulnerability.
Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.

Detection rules are retrieved from Rulezet.

Action not permitted

PYSEC-2025-9

CVE-2024-12029 (GCVE-0-2024-12029)

Tags

Sightings

Nomenclature