gsd-2022-29216
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, TensorFlow's `saved_model_cli` tool is vulnerable to a code injection. This can be used to open a reverse shell. This code path was maintained for compatibility reasons as the maintainers had several test cases where numpy expressions were used as arguments. However, given that the tool is always run manually, the impact of this is still not severe. The maintainers have now removed the `safe=False` argument, so all parsing is done without calling `eval`. The patch is available in versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4.
Aliases
Aliases
{
"GSD": {
"alias": "CVE-2022-29216",
"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, TensorFlow\u0027s `saved_model_cli` tool is vulnerable to a code injection. This can be used to open a reverse shell. This code path was maintained for compatibility reasons as the maintainers had several test cases where numpy expressions were used as arguments. However, given that the tool is always run manually, the impact of this is still not severe. The maintainers have now removed the `safe=False` argument, so all parsing is done without calling `eval`. The patch is available in versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4.",
"id": "GSD-2022-29216",
"references": [
"https://www.suse.com/security/cve/CVE-2022-29216.html"
]
},
"gsd": {
"metadata": {
"exploitCode": "unknown",
"remediation": "unknown",
"reportConfidence": "confirmed",
"type": "vulnerability"
},
"osvSchema": {
"aliases": [
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],
"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, TensorFlow\u0027s `saved_model_cli` tool is vulnerable to a code injection. This can be used to open a reverse shell. This code path was maintained for compatibility reasons as the maintainers had several test cases where numpy expressions were used as arguments. However, given that the tool is always run manually, the impact of this is still not severe. The maintainers have now removed the `safe=False` argument, so all parsing is done without calling `eval`. The patch is available in versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4.",
"id": "GSD-2022-29216",
"modified": "2023-12-13T01:19:41.764831Z",
"schema_version": "1.4.0"
}
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"STATE": "PUBLIC",
"TITLE": "Code injection in `saved_model_cli` in TensorFlow"
},
"affects": {
"vendor": {
"vendor_data": [
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"impact": {
"cvss": {
"attackComplexity": "LOW",
"attackVector": "LOCAL",
"availabilityImpact": "HIGH",
"baseScore": 7.8,
"baseSeverity": "HIGH",
"confidentialityImpact": "HIGH",
"integrityImpact": "HIGH",
"privilegesRequired": "LOW",
"scope": "UNCHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
"version": "3.1"
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"value": "CWE-94: Improper Control of Generation of Code (\u0027Code Injection\u0027)"
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{
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"refsource": "MISC",
"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1"
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{
"name": "https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0",
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{
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"url": "https://github.com/tensorflow/tensorflow/commit/c5da7af048611aa29e9382371f0aed5018516cac"
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"source": {
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"discovery": "UNKNOWN"
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"advisories": [
{
"affected_range": "\u003c2.6.4||\u003e=2.7.0,\u003c2.7.2||\u003e=2.8.0,\u003c2.8.1",
"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-78",
"CWE-937",
"CWE-94"
],
"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, TensorFlow\u0027s `saved_model_cli` tool is vulnerable to a code injection. This can be used to open a reverse shell. This code path was maintained for compatibility reasons as the maintainers had several test cases where numpy expressions were used as arguments. However, given that the tool is always run manually, the impact of this is still not severe. The maintainers have now removed the `safe=False` argument, so all parsing is done without calling `eval`. The patch is available in versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4.",
"fixed_versions": [
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"2.7.2",
"2.8.1"
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"identifier": "CVE-2022-29216",
"identifiers": [
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"CVE-2022-29216"
],
"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": "Improper Control of Generation of Code (\u0027Code Injection\u0027)",
"urls": [
"https://github.com/tensorflow/tensorflow/security/advisories/GHSA-75c9-jrh4-79mc",
"https://nvd.nist.gov/vuln/detail/CVE-2022-29216",
"https://github.com/tensorflow/tensorflow/commit/8b202f08d52e8206af2bdb2112a62fafbc546ec7",
"https://github.com/tensorflow/tensorflow/commit/c5da7af048611aa29e9382371f0aed5018516cac",
"https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/tools/saved_model_cli.py#L566-L574",
"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-75c9-jrh4-79mc"
],
"uuid": "846a6c14-7284-47ae-b684-52a7cdb949ac"
},
{
"affected_range": "\u003c2.6.4||\u003e=2.7.0,\u003c2.7.2||\u003e=2.8.0,\u003c2.8.1",
"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": [
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"CWE-78",
"CWE-937",
"CWE-94"
],
"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, TensorFlow\u0027s `saved_model_cli` tool is vulnerable to a code injection. This can be used to open a reverse shell. This code path was maintained for compatibility reasons as the maintainers had several test cases where numpy expressions were used as arguments. However, given that the tool is always run manually, the impact of this is still not severe. The maintainers have now removed the `safe=False` argument, so all parsing is done without calling `eval`. The patch is available in versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4.",
"fixed_versions": [
"2.6.4",
"2.7.2",
"2.8.1"
],
"identifier": "CVE-2022-29216",
"identifiers": [
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"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": "Improper Control of Generation of Code (\u0027Code Injection\u0027)",
"urls": [
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"https://github.com/tensorflow/tensorflow/commit/8b202f08d52e8206af2bdb2112a62fafbc546ec7",
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"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",
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"uuid": "ebb50341-59ba-44b0-a79e-2af208321c66"
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{
"affected_range": "\u003c2.6.4||\u003e=2.7.0,\u003c2.7.2||\u003e=2.8.0,\u003c2.8.1",
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"cvss_v2": "AV:L/AC:L/Au:N/C:P/I:P/A:P",
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"cwe_ids": [
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"CWE-78",
"CWE-937",
"CWE-94"
],
"date": "2022-06-03",
"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, TensorFlow\u0027s `saved_model_cli` tool is vulnerable to a code injection. This can be used to open a reverse shell. This code path was maintained for compatibility reasons as the maintainers had several test cases where numpy expressions were used as arguments. However, given that the tool is always run manually, the impact of this is still not severe. The maintainers have now removed the `safe=False` argument, so all parsing is done without calling `eval`. The patch is available in versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4.",
"fixed_versions": [
"2.6.4",
"2.7.2",
"2.8.1"
],
"identifier": "CVE-2022-29216",
"identifiers": [
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],
"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": "2022-05-21",
"solution": "Upgrade to versions 2.6.4, 2.7.2, 2.8.1 or above.",
"title": "Improper Control of Generation of Code (\u0027Code Injection\u0027)",
"urls": [
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"https://github.com/tensorflow/tensorflow/commit/8b202f08d52e8206af2bdb2112a62fafbc546ec7",
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"https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0",
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"uuid": "ce2ff5a1-371e-4002-b1e4-a3505da2531d"
}
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},
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"impact": {
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"accessVector": "LOCAL",
"authentication": "NONE",
"availabilityImpact": "PARTIAL",
"baseScore": 4.6,
"confidentialityImpact": "PARTIAL",
"integrityImpact": "PARTIAL",
"vectorString": "AV:L/AC:L/Au:N/C:P/I:P/A:P",
"version": "2.0"
},
"exploitabilityScore": 3.9,
"impactScore": 6.4,
"obtainAllPrivilege": false,
"obtainOtherPrivilege": false,
"obtainUserPrivilege": false,
"severity": "MEDIUM",
"userInteractionRequired": false
},
"baseMetricV3": {
"cvssV3": {
"attackComplexity": "LOW",
"attackVector": "LOCAL",
"availabilityImpact": "HIGH",
"baseScore": 7.8,
"baseSeverity": "HIGH",
"confidentialityImpact": "HIGH",
"integrityImpact": "HIGH",
"privilegesRequired": "LOW",
"scope": "UNCHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
"version": "3.1"
},
"exploitabilityScore": 1.8,
"impactScore": 5.9
}
},
"lastModifiedDate": "2022-06-03T02:47Z",
"publishedDate": "2022-05-21T00:15Z"
}
}
}
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Sightings
| Author | Source | Type | Date |
|---|
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.
- Patched: This vulnerability was successfully patched by the user reporting the sighting.
- 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.