gsd-2022-23590
Vulnerability from gsd
Modified
2023-12-13 01:19
Details
Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.
Aliases
Aliases
CVE-2022-23590


To clipboard 

{
  "GSD": {
    "alias": "CVE-2022-23590",
    "description": "Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.",
    "id": "GSD-2022-23590",
    "references": [
      "https://www.suse.com/security/cve/CVE-2022-23590.html"
    ]
  },
  "gsd": {
    "metadata": {
      "exploitCode": "unknown",
      "remediation": "unknown",
      "reportConfidence": "confirmed",
      "type": "vulnerability"
    },
    "osvSchema": {
      "aliases": [
        "CVE-2022-23590"
      ],
      "details": "Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.",
      "id": "GSD-2022-23590",
      "modified": "2023-12-13T01:19:35.792974Z",
      "schema_version": "1.4.0"
    }
  },
  "namespaces": {
    "cve.org": {
      "CVE_data_meta": {
        "ASSIGNER": "security-advisories@github.com",
        "ID": "CVE-2022-23590",
        "STATE": "PUBLIC",
        "TITLE": "Crash due to erroneous `StatusOr` in Tensorflow"
      },
      "affects": {
        "vendor": {
          "vendor_data": [
            {
              "product": {
                "product_data": [
                  {
                    "product_name": "tensorflow",
                    "version": {
                      "version_data": [
                        {
                          "version_value": "\u003e= 2.7.0, \u003c 2.8.0"
                        }
                      ]
                    }
                  }
                ]
              },
              "vendor_name": "tensorflow"
            }
          ]
        }
      },
      "data_format": "MITRE",
      "data_type": "CVE",
      "data_version": "4.0",
      "description": {
        "description_data": [
          {
            "lang": "eng",
            "value": "Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected."
          }
        ]
      },
      "impact": {
        "cvss": {
          "attackComplexity": "HIGH",
          "attackVector": "NETWORK",
          "availabilityImpact": "HIGH",
          "baseScore": 5.9,
          "baseSeverity": "MEDIUM",
          "confidentialityImpact": "NONE",
          "integrityImpact": "NONE",
          "privilegesRequired": "NONE",
          "scope": "UNCHANGED",
          "userInteraction": "NONE",
          "vectorString": "CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H",
          "version": "3.1"
        }
      },
      "problemtype": {
        "problemtype_data": [
          {
            "description": [
              {
                "lang": "eng",
                "value": "CWE-754: Improper Check for Unusual or Exceptional Conditions"
              }
            ]
          }
        ]
      },
      "references": {
        "reference_data": [
          {
            "name": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278",
            "refsource": "CONFIRM",
            "url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278"
          },
          {
            "name": "https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439",
            "refsource": "MISC",
            "url": "https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439"
          },
          {
            "name": "https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567",
            "refsource": "MISC",
            "url": "https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567"
          }
        ]
      },
      "source": {
        "advisory": "GHSA-pqrv-8r2f-7278",
        "discovery": "UNKNOWN"
      }
    },
    "gitlab.com": {
      "advisories": [
        {
          "affected_range": "==2.7.0",
          "affected_versions": "Version 2.7.0",
          "cvss_v2": "AV:N/AC:L/Au:N/C:N/I:N/A:P",
          "cvss_v3": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H",
          "cwe_ids": [
            "CWE-1035",
            "CWE-754",
            "CWE-937"
          ],
          "date": "2022-02-11",
          "description": "Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.",
          "fixed_versions": [
            "2.7.1"
          ],
          "identifier": "CVE-2022-23590",
          "identifiers": [
            "GHSA-pqrv-8r2f-7278",
            "CVE-2022-23590"
          ],
          "not_impacted": "All versions before 2.7.0, all versions after 2.7.0",
          "package_slug": "pypi/tensorflow-cpu",
          "pubdate": "2022-02-09",
          "solution": "Upgrade to version 2.7.1 or above.",
          "title": "Improper Check for Unusual or Exceptional Conditions",
          "urls": [
            "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278",
            "https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439",
            "https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567",
            "https://nvd.nist.gov/vuln/detail/CVE-2022-23590",
            "https://github.com/advisories/GHSA-pqrv-8r2f-7278"
          ],
          "uuid": "76520091-d425-46c1-a9b2-1f0254137aa4"
        },
        {
          "affected_range": "==2.7.0",
          "affected_versions": "Version 2.7.0",
          "cvss_v2": "AV:N/AC:L/Au:N/C:N/I:N/A:P",
          "cvss_v3": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H",
          "cwe_ids": [
            "CWE-1035",
            "CWE-754",
            "CWE-937"
          ],
          "date": "2022-02-11",
          "description": "Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.",
          "fixed_versions": [
            "2.7.1"
          ],
          "identifier": "CVE-2022-23590",
          "identifiers": [
            "GHSA-pqrv-8r2f-7278",
            "CVE-2022-23590"
          ],
          "not_impacted": "All versions before 2.7.0, all versions after 2.7.0",
          "package_slug": "pypi/tensorflow-gpu",
          "pubdate": "2022-02-09",
          "solution": "Upgrade to version 2.7.1 or above.",
          "title": "Improper Check for Unusual or Exceptional Conditions",
          "urls": [
            "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278",
            "https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439",
            "https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567",
            "https://nvd.nist.gov/vuln/detail/CVE-2022-23590",
            "https://github.com/advisories/GHSA-pqrv-8r2f-7278"
          ],
          "uuid": "c545c688-c2bd-4c41-ab37-10965a1757b3"
        },
        {
          "affected_range": "\u003c2.7.1",
          "affected_versions": "All versions before 2.7.1",
          "cvss_v2": "AV:N/AC:L/Au:N/C:N/I:N/A:P",
          "cvss_v3": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H",
          "cwe_ids": [
            "CWE-1035",
            "CWE-754",
            "CWE-937"
          ],
          "date": "2022-02-17",
          "description": "Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow and TensorFlow, as both are affected.",
          "fixed_versions": [
            "2.7.1"
          ],
          "identifier": "CVE-2022-23590",
          "identifiers": [
            "CVE-2022-23590",
            "GHSA-pqrv-8r2f-7278"
          ],
          "not_impacted": "All versions starting from 2.7.1",
          "package_slug": "pypi/tensorflow",
          "pubdate": "2022-02-04",
          "solution": "Upgrade to version 2.7.1 or above.",
          "title": "Improper Check for Unusual or Exceptional Conditions",
          "urls": [
            "https://nvd.nist.gov/vuln/detail/CVE-2022-23590",
            "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278",
            "https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567",
            "https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439"
          ],
          "uuid": "e7607fbf-2099-4ecc-a917-dc11f0a5f687"
        }
      ]
    },
    "nvd.nist.gov": {
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        "nodes": [
          {
            "children": [],
            "cpe_match": [
              {
                "cpe23Uri": "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*",
                "cpe_name": [],
                "versionEndExcluding": "2.7.1",
                "vulnerable": true
              }
            ],
            "operator": "OR"
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        "description": {
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            }
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        "problemtype": {
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                  "value": "CWE-754"
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        "references": {
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            {
              "name": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278",
              "refsource": "CONFIRM",
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                "Patch",
                "Third Party Advisory"
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              "url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278"
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              "tags": [
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      },
      "impact": {
        "baseMetricV2": {
          "acInsufInfo": false,
          "cvssV2": {
            "accessComplexity": "LOW",
            "accessVector": "NETWORK",
            "authentication": "NONE",
            "availabilityImpact": "PARTIAL",
            "baseScore": 5.0,
            "confidentialityImpact": "NONE",
            "integrityImpact": "NONE",
            "vectorString": "AV:N/AC:L/Au:N/C:N/I:N/A:P",
            "version": "2.0"
          },
          "exploitabilityScore": 10.0,
          "impactScore": 2.9,
          "obtainAllPrivilege": false,
          "obtainOtherPrivilege": false,
          "obtainUserPrivilege": false,
          "severity": "MEDIUM",
          "userInteractionRequired": false
        },
        "baseMetricV3": {
          "cvssV3": {
            "attackComplexity": "LOW",
            "attackVector": "NETWORK",
            "availabilityImpact": "HIGH",
            "baseScore": 7.5,
            "baseSeverity": "HIGH",
            "confidentialityImpact": "NONE",
            "integrityImpact": "NONE",
            "privilegesRequired": "NONE",
            "scope": "UNCHANGED",
            "userInteraction": "NONE",
            "vectorString": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H",
            "version": "3.1"
          },
          "exploitabilityScore": 3.9,
          "impactScore": 3.6
        }
      },
      "lastModifiedDate": "2022-02-17T14:11Z",
      "publishedDate": "2022-02-04T23:15Z"
    }
  }
}


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