gsd-2022-29207
Vulnerability from gsd
Modified
2023-12-13 01:19
Details
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, multiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid. In graph mode, it would have been impossible to perform these API calls, but migration to TF 2.x eager mode opened up this vulnerability. If the resource handle is empty, then a reference is bound to a null pointer inside TensorFlow codebase (various codepaths). This is undefined behavior. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Aliases
Aliases
{ GSD: { alias: "CVE-2022-29207", description: "TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, multiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid. In graph mode, it would have been impossible to perform these API calls, but migration to TF 2.x eager mode opened up this vulnerability. If the resource handle is empty, then a reference is bound to a null pointer inside TensorFlow codebase (various codepaths). This is undefined behavior. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.", id: "GSD-2022-29207", references: [ "https://www.suse.com/security/cve/CVE-2022-29207.html", ], }, gsd: { metadata: { exploitCode: "unknown", remediation: "unknown", reportConfidence: "confirmed", type: "vulnerability", }, osvSchema: { aliases: [ "CVE-2022-29207", ], details: "TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, multiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid. In graph mode, it would have been impossible to perform these API calls, but migration to TF 2.x eager mode opened up this vulnerability. If the resource handle is empty, then a reference is bound to a null pointer inside TensorFlow codebase (various codepaths). This is undefined behavior. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.", id: "GSD-2022-29207", modified: "2023-12-13T01:19:42.321418Z", schema_version: "1.4.0", }, }, namespaces: { "cve.org": { CVE_data_meta: { ASSIGNER: "security-advisories@github.com", ID: "CVE-2022-29207", STATE: "PUBLIC", TITLE: "Undefined behavior when users supply invalid resource handles in TensorFlow", }, affects: { vendor: { vendor_data: [ { product: { product_data: [ { product_name: "tensorflow", version: { version_data: [ { version_value: "< 2.6.4", }, { version_value: ">= 2.7.0rc0, < 2.7.2", }, { version_value: ">= 2.8.0rc0, < 2.8.1", }, { version_value: ">= 2.9.0rc0, < 2.9.0", }, ], }, }, ], }, vendor_name: "tensorflow", }, ], }, }, data_format: "MITRE", data_type: "CVE", data_version: "4.0", description: { description_data: [ { lang: "eng", value: "TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, multiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid. In graph mode, it would have been impossible to perform these API calls, but migration to TF 2.x eager mode opened up this vulnerability. If the resource handle is empty, then a reference is bound to a null pointer inside TensorFlow codebase (various codepaths). This is undefined behavior. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.", }, ], }, impact: { cvss: { attackComplexity: "LOW", attackVector: "LOCAL", availabilityImpact: "HIGH", baseScore: 5.5, baseSeverity: "MEDIUM", confidentialityImpact: "NONE", integrityImpact: "NONE", privilegesRequired: "LOW", scope: "UNCHANGED", userInteraction: "NONE", vectorString: "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H", version: "3.1", }, }, problemtype: { problemtype_data: [ { description: [ { lang: "eng", value: "CWE-20: Improper Input Validation", }, ], }, { description: [ { lang: "eng", value: "CWE-475: Undefined Behavior for Input to API", }, ], }, ], }, references: { reference_data: [ { name: "https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4", refsource: "MISC", url: "https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4", }, { name: "https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2", refsource: "MISC", url: "https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2", }, { name: "https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1", refsource: "MISC", url: "https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1", }, { name: "https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0", refsource: "MISC", url: "https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0", }, { name: "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5wpj-c6f7-24x8", refsource: "CONFIRM", url: "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5wpj-c6f7-24x8", }, { name: "https://github.com/tensorflow/tensorflow/commit/a5b89cd68c02329d793356bda85d079e9e69b4e7", refsource: "MISC", url: "https://github.com/tensorflow/tensorflow/commit/a5b89cd68c02329d793356bda85d079e9e69b4e7", }, { name: "https://github.com/tensorflow/tensorflow/commit/dbdd98c37bc25249e8f288bd30d01e118a7b4498", refsource: "MISC", url: "https://github.com/tensorflow/tensorflow/commit/dbdd98c37bc25249e8f288bd30d01e118a7b4498", }, ], }, source: { advisory: "GHSA-5wpj-c6f7-24x8", discovery: "UNKNOWN", }, }, "gitlab.com": { advisories: [ { affected_range: "<2.6.4||>=2.7.0,<2.7.2||>=2.8.0,<2.8.1", affected_versions: "All versions before 2.6.4, all versions starting from 2.7.0 before 2.7.2, all versions starting from 2.8.0 before 2.8.1", cwe_ids: [ "CWE-1035", "CWE-20", "CWE-475", "CWE-937", ], date: "2022-05-24", description: "TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, multiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid. In graph mode, it would have been impossible to perform these API calls, but migration to TF 2.x eager mode opened up this vulnerability. If the resource handle is empty, then a reference is bound to a null pointer inside TensorFlow codebase (various codepaths). This is undefined behavior. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.", fixed_versions: [ "2.6.4", "2.7.2", "2.8.1", ], identifier: "CVE-2022-29207", identifiers: [ "GHSA-5wpj-c6f7-24x8", "CVE-2022-29207", ], not_impacted: "All versions starting from 2.6.4 before 2.7.0, all versions starting from 2.7.2 before 2.8.0, all versions starting from 2.8.1", package_slug: "pypi/tensorflow-cpu", pubdate: "2022-05-24", solution: "Upgrade to versions 2.6.4, 2.7.2, 2.8.1 or above.", title: "Undefined Behavior for Input to API", urls: [ "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5wpj-c6f7-24x8", "https://nvd.nist.gov/vuln/detail/CVE-2022-29207", "https://github.com/tensorflow/tensorflow/commit/a5b89cd68c02329d793356bda85d079e9e69b4e7", "https://github.com/tensorflow/tensorflow/commit/dbdd98c37bc25249e8f288bd30d01e118a7b4498", "https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4", "https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2", "https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1", "https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0", "https://github.com/advisories/GHSA-5wpj-c6f7-24x8", ], uuid: "bce62d1a-8a8a-455d-a5de-f05f9360bb27", }, { affected_range: "<2.6.4||>=2.7.0,<2.7.2||>=2.8.0,<2.8.1", affected_versions: "All versions before 2.6.4, all versions starting from 2.7.0 before 2.7.2, all versions starting from 2.8.0 before 2.8.1", cwe_ids: [ "CWE-1035", "CWE-20", "CWE-475", "CWE-937", ], date: "2022-05-24", description: "TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, multiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid. In graph mode, it would have been impossible to perform these API calls, but migration to TF 2.x eager mode opened up this vulnerability. If the resource handle is empty, then a reference is bound to a null pointer inside TensorFlow codebase (various codepaths). This is undefined behavior. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.", fixed_versions: [ "2.6.4", "2.7.2", "2.8.1", ], identifier: "CVE-2022-29207", identifiers: [ "GHSA-5wpj-c6f7-24x8", "CVE-2022-29207", ], not_impacted: "All versions starting from 2.6.4 before 2.7.0, all versions starting from 2.7.2 before 2.8.0, all versions starting from 2.8.1", package_slug: "pypi/tensorflow-gpu", pubdate: "2022-05-24", solution: "Upgrade to versions 2.6.4, 2.7.2, 2.8.1 or above.", title: "Undefined Behavior for Input to API", urls: [ "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5wpj-c6f7-24x8", "https://nvd.nist.gov/vuln/detail/CVE-2022-29207", "https://github.com/tensorflow/tensorflow/commit/a5b89cd68c02329d793356bda85d079e9e69b4e7", "https://github.com/tensorflow/tensorflow/commit/dbdd98c37bc25249e8f288bd30d01e118a7b4498", "https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4", "https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2", "https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1", "https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0", "https://github.com/advisories/GHSA-5wpj-c6f7-24x8", ], uuid: "66c6e4f2-9c61-463b-9d15-13caff404531", }, { affected_range: "<2.6.4||>=2.7.0,<2.7.2||>=2.8.0,<2.8.1", affected_versions: "All versions before 2.6.4, all versions starting from 2.7.0 before 2.7.2, all versions starting from 2.8.0 before 2.8.1", cvss_v2: "AV:L/AC:L/Au:N/C:N/I:N/A:P", cvss_v3: "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H", cwe_ids: [ "CWE-1035", "CWE-20", "CWE-937", ], date: "2022-06-02", description: "TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, multiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid. In graph mode, it would have been impossible to perform these API calls, but migration to TF 2.x eager mode opened up this vulnerability. If the resource handle is empty, then a reference is bound to a null pointer inside TensorFlow codebase (various codepaths). This is undefined behavior. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.", fixed_versions: [ "2.6.4", "2.7.2", "2.8.1", ], identifier: "CVE-2022-29207", identifiers: [ "CVE-2022-29207", "GHSA-5wpj-c6f7-24x8", ], not_impacted: "All versions starting from 2.6.4 before 2.7.0, all versions starting from 2.7.2 before 2.8.0, all versions starting from 2.8.1", package_slug: "pypi/tensorflow", pubdate: "2022-05-20", solution: "Upgrade to versions 2.6.4, 2.7.2, 2.8.1 or above.", title: "Undefined Behavior for Input to API", urls: [ "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5wpj-c6f7-24x8", "https://nvd.nist.gov/vuln/detail/CVE-2022-29207", "https://github.com/tensorflow/tensorflow/commit/a5b89cd68c02329d793356bda85d079e9e69b4e7", "https://github.com/tensorflow/tensorflow/commit/dbdd98c37bc25249e8f288bd30d01e118a7b4498", "https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4", "https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2", "https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1", "https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0", "https://github.com/advisories/GHSA-5wpj-c6f7-24x8", ], uuid: "2ea7826c-0824-444f-b003-cd06e2332971", }, ], }, "nvd.nist.gov": { configurations: { CVE_data_version: "4.0", nodes: [ { children: [], cpe_match: [ { cpe23Uri: "cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*", cpe_name: [], vulnerable: true, }, { cpe23Uri: "cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*", cpe_name: [], vulnerable: true, }, { cpe23Uri: "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*", cpe_name: [], versionEndExcluding: "2.7.2", versionStartIncluding: "2.7.0", vulnerable: true, }, { cpe23Uri: "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*", cpe_name: [], versionEndExcluding: "2.6.4", vulnerable: true, }, { cpe23Uri: "cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:*", cpe_name: [], vulnerable: true, }, { cpe23Uri: "cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*", cpe_name: [], vulnerable: true, }, { cpe23Uri: "cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*", cpe_name: [], vulnerable: true, }, { cpe23Uri: "cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*", cpe_name: [], vulnerable: true, }, { cpe23Uri: "cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*", cpe_name: [], vulnerable: true, }, ], operator: "OR", }, ], }, cve: { CVE_data_meta: { ASSIGNER: "security-advisories@github.com", ID: "CVE-2022-29207", }, data_format: "MITRE", data_type: "CVE", data_version: "4.0", description: { description_data: [ { lang: "en", value: "TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, multiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid. In graph mode, it would have been impossible to perform these API calls, but migration to TF 2.x eager mode opened up this vulnerability. If the resource handle is empty, then a reference is bound to a null pointer inside TensorFlow codebase (various codepaths). This is undefined behavior. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.", }, ], }, problemtype: { problemtype_data: [ { description: [ { lang: "en", value: "CWE-20", }, { lang: "en", value: "CWE-475", }, ], }, ], }, references: { reference_data: [ { name: "https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4", refsource: "MISC", tags: [ "Release Notes", "Third Party Advisory", ], url: "https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4", }, { name: "https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2", refsource: "MISC", tags: [ "Release Notes", "Third Party Advisory", ], url: "https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2", }, { name: "https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1", refsource: "MISC", tags: [ "Release Notes", "Third Party Advisory", ], url: "https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1", }, { name: "https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0", refsource: "MISC", tags: [ "Release Notes", "Third Party Advisory", ], url: "https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0", }, { name: "https://github.com/tensorflow/tensorflow/commit/a5b89cd68c02329d793356bda85d079e9e69b4e7", refsource: "MISC", tags: [ "Patch", "Third Party Advisory", ], url: "https://github.com/tensorflow/tensorflow/commit/a5b89cd68c02329d793356bda85d079e9e69b4e7", }, { name: "https://github.com/tensorflow/tensorflow/commit/dbdd98c37bc25249e8f288bd30d01e118a7b4498", refsource: "MISC", tags: [ "Patch", "Third Party Advisory", ], url: "https://github.com/tensorflow/tensorflow/commit/dbdd98c37bc25249e8f288bd30d01e118a7b4498", }, { name: "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5wpj-c6f7-24x8", refsource: "CONFIRM", tags: [ "Exploit", "Patch", "Third Party Advisory", ], url: "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5wpj-c6f7-24x8", }, ], }, }, impact: { baseMetricV2: { acInsufInfo: false, cvssV2: { accessComplexity: "LOW", accessVector: "LOCAL", authentication: "NONE", availabilityImpact: "PARTIAL", baseScore: 2.1, confidentialityImpact: "NONE", integrityImpact: "NONE", vectorString: "AV:L/AC:L/Au:N/C:N/I:N/A:P", version: "2.0", }, exploitabilityScore: 3.9, impactScore: 2.9, obtainAllPrivilege: false, obtainOtherPrivilege: false, obtainUserPrivilege: false, severity: "LOW", userInteractionRequired: false, }, baseMetricV3: { cvssV3: { attackComplexity: "LOW", attackVector: "LOCAL", availabilityImpact: "HIGH", baseScore: 5.5, baseSeverity: "MEDIUM", confidentialityImpact: "NONE", integrityImpact: "NONE", privilegesRequired: "LOW", scope: "UNCHANGED", userInteraction: "NONE", vectorString: "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H", version: "3.1", }, exploitabilityScore: 1.8, impactScore: 3.6, }, }, lastModifiedDate: "2022-06-02T18:12Z", publishedDate: "2022-05-20T22:16Z", }, }, }
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Sightings
Author | Source | Type | Date |
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Nomenclature
- Seen: The vulnerability was mentioned, discussed, or seen somewhere by the user.
- Confirmed: The vulnerability is confirmed from an analyst perspective.
- Exploited: This vulnerability was exploited and seen by the user reporting the sighting.
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- Not exploited: This vulnerability was not exploited or seen by the user reporting the sighting.
- Not confirmed: The user expresses doubt about the veracity of the vulnerability.
- Not patched: This vulnerability was not successfully patched by the user reporting the sighting.