DeepFaceLab main.py apply_xseg deserialization

{
  "id": "7a2b6dcd49ffa070cf89aab08be17f45348538ac53ba3c969a34e52a45e9c8fc",
  "url": "https://osv.dev/vulnerability/CVE-2024-1432",
  "method": "structured",
  "payload": {
    "kind": "advisory",
    "title": "DeepFaceLab main.py apply_xseg deserialization",
    "summary": "** UNSUPPORTED WHEN ASSIGNED ** A vulnerability was found in DeepFaceLab pretrained DF.wf.288res.384.92.72.22 and classified as problematic. This issue affects the function apply_xseg of the file main.py. The manipulation leads to deserialization. The attack may be initiated remotely. The complexity of an attack is rather high. The exploitation is known to be difficult. The exploit has been disclosed to the public and may be used. The associated identifier of this vulnerability is VDB-253391. NOTE: This vulnerability only affects products that are no longer supported by the maintainer.",
    "evidence": "osv:CVE-2024-1432",
    "products": [],
    "severity": "medium",
    "structured": {
      "id": "CVE-2024-1432",
      "aliases": [
        "CVE-2024-1432"
      ],
      "metrics": [
        {
          "type": "CVSS_V3",
          "score": "CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:L/I:L/A:L"
        }
      ],
      "affected": [
        {
          "ranges": [
            {
              "repo": "https://github.com/iperov/deepfacelab",
              "type": "GIT",
              "events": [
                {
                  "introduced": "f72df0295050d9a9f6502854d2a68f23349ba1c7"
                },
                {
                  "last_affected": "f72df0295050d9a9f6502854d2a68f23349ba1c7"
                }
              ],
              "database_specific": {
                "extracted_events": [
                  {
                    "cpe": "cpe:2.3:a:iperov:deepfacelab:df.wf.288res.384.92.72.22:*:*:*:*:*:*:*",
                    "range": [
                      {
                        "introduced": "df.wf.288res.384.92.72.22"
                      },
                      {
                        "last_affected": "df.wf.288res.384.92.72.22"
                      }
                    ],
                    "source": "CPE_STRING"
                  }
                ]
              }
            }
          ],
          "versions": [
            "df.wf.288res.384.92.72.22",
            "DF.wf.288res.384.92.72.22"
          ],
          "database_specific": {
            "source": "https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2024-1432.json"
          }
        }
      ],
      "modified": "2026-10-28T02:30:39.235365985Z",
      "provider": "osv",
      "references": [
        "https://github.com/CVEProject/cvelistV5/tree/main/cves/2024/1xxx/CVE-2024-1432.json",
        "https://nvd.nist.gov/vuln/detail/CVE-2024-1432",
        "https://vuldb.com/?id.253391",
        "https://vuldb.com/?ctiid.253391",
        "https://github.com/bayuncao/vul-cve-12"
      ],
      "provider_metadata": {
        "cwe_ids": [
          "CWE-502"
        ],
        "cna_assigner": "VulDB",
        "unresolved_ranges": [
          {
            "extracted_events": [
              {
                "range": [
                  {
                    "introduced": "pretrained DF.wf.288res.384.92.72.22"
                  },
                  {
                    "last_affected": "pretrained DF.wf.288res.384.92.72.22"
                  }
                ],
                "source": "AFFECTED_FIELD",
                "strategy": "StandaloneSingleVersion"
              }
            ]
          }
        ],
        "osv_generated_from": "https://github.com/CVEProject/cvelistV5/tree/main/cves/2024/1xxx/CVE-2024-1432.json"
      }
    },
    "related_cves": [
      {
        "value": "CVE-2024-1432",
        "evidence": "/id"
      }
    ],
    "security_relevant": true,
    "severity_evidence": "/severity/0/score"
  },
  "source_id": "core-osv",
  "document_id": 506818,
  "published_at": "2024-02-11T03:00:07.4+00:00"
}