{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "autogluon.multimodal"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0.4.0"
            },
            {
              "fixed": "0.4.3"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    },
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "autogluon.multimodal"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0.5.0"
            },
            {
              "fixed": "0.5.2"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2022-09-21T21:42:05Z",
    "nvd_published_at": null,
    "severity": "HIGH"
  },
  "details": "### Impact\n\nA potential unsafe deserialization issue exists within the `autogluon.multimodal` module, where YAML files are loaded via `yaml.load()` instead of `yaml.safe_load()`. The deserialization of untrusted data may allow an unprivileged third party to cause remote code execution, denial of service, and impact to both confidentiality and integrity.\n\nImpacted versions: `\u003e=0.4.0;\u003c0.4.3`, `\u003e=0.5.0;\u003c0.5.2`.\n\n### Patches\nThe patches are included in `autogluon.multimodal==0.4.3`, `autogluon.multimodal==0.5.2` and Deep Learning Containers `0.4.3` and `0.5.2`.\n\n### Workarounds\nDo not load data which originated from an untrusted source, or that could have been tampered with. **Only load data you trust.**\n\n### References\n* https://cwe.mitre.org/data/definitions/502.html\n* https://www.cvedetails.com/cve/CVE-2017-18342/\n",
  "id": "GHSA-6h2x-4gjf-jc5w",
  "modified": "2022-09-21T21:42:05Z",
  "published": "2022-09-21T21:42:05Z",
  "references": [
    {
      "type": "WEB",
      "url": "https://github.com/awslabs/autogluon/security/advisories/GHSA-6h2x-4gjf-jc5w"
    },
    {
      "type": "WEB",
      "url": "https://github.com/awslabs/autogluon/pull/1987"
    },
    {
      "type": "WEB",
      "url": "https://github.com/awslabs/autogluon/commit/23a37e74e58d03055c84a1b89c5af6c3db296b5e"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/awslabs/autogluon"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [],
  "summary": "autogluon.multimodal vulnerable to unsafe YAML deserialization"
}