mirror of
https://github.com/fkie-cad/nvd-json-data-feeds.git
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291 lines
9.8 KiB
JSON
291 lines
9.8 KiB
JSON
{
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"id": "CVE-2022-29212",
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"sourceIdentifier": "security-advisories@github.com",
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"published": "2022-05-21T00:15:11.720",
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"lastModified": "2024-11-21T06:58:43.800",
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"vulnStatus": "Modified",
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"cveTags": [],
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"descriptions": [
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{
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"lang": "en",
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"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, certain TFLite models that were created using TFLite model converter would crash when loaded in the TFLite interpreter. The culprit is that during quantization the scale of values could be greater than 1 but code was always assuming sub-unit scaling. Thus, since code was calling `QuantizeMultiplierSmallerThanOneExp`, the `TFLITE_CHECK_LT` assertion would trigger and abort the process. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue."
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},
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{
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"lang": "es",
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"value": "TensorFlow es una plataforma de c\u00f3digo abierto para el aprendizaje autom\u00e1tico. En versiones anteriores a 2.9.0, 2.8.1, 2.7.2 y 2.6.4, algunos modelos TFLite creados con el convertidor de modelos TFLite eran bloqueados cuando eran cargados en el int\u00e9rprete TFLite. El culpable es que durante la cuantificaci\u00f3n la escala de los valores pod\u00eda ser mayor que 1 pero el c\u00f3digo siempre asum\u00eda una escala de subunidades. As\u00ed, como el c\u00f3digo llamaba a \"QuantizeMultiplierSmallerThanOneExp\", la aserci\u00f3n \"TFLITE_CHECK_LT\" era disparada y abortaba el proceso. Las versiones 2.9.0, 2.8.1, 2.7.2 y 2.6.4 contienen un parche para este problema"
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}
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],
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"metrics": {
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"cvssMetricV31": [
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{
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"source": "security-advisories@github.com",
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"type": "Secondary",
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"cvssData": {
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"version": "3.1",
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"vectorString": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H",
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"baseScore": 5.5,
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"baseSeverity": "MEDIUM",
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"attackVector": "LOCAL",
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"attackComplexity": "LOW",
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"privilegesRequired": "LOW",
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"userInteraction": "NONE",
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"scope": "UNCHANGED",
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"confidentialityImpact": "NONE",
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"integrityImpact": "NONE",
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"availabilityImpact": "HIGH"
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},
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"exploitabilityScore": 1.8,
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"impactScore": 3.6
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},
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{
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"source": "nvd@nist.gov",
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"type": "Primary",
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"cvssData": {
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"version": "3.1",
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"vectorString": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H",
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"baseScore": 5.5,
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"baseSeverity": "MEDIUM",
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"attackVector": "LOCAL",
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"attackComplexity": "LOW",
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"privilegesRequired": "LOW",
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"userInteraction": "NONE",
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"scope": "UNCHANGED",
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"confidentialityImpact": "NONE",
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"integrityImpact": "NONE",
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"availabilityImpact": "HIGH"
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},
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"exploitabilityScore": 1.8,
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"impactScore": 3.6
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}
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],
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"cvssMetricV2": [
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{
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"source": "nvd@nist.gov",
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"type": "Primary",
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"cvssData": {
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"version": "2.0",
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"vectorString": "AV:L/AC:L/Au:N/C:N/I:N/A:P",
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"baseScore": 2.1,
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"accessVector": "LOCAL",
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"accessComplexity": "LOW",
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"authentication": "NONE",
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"confidentialityImpact": "NONE",
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"integrityImpact": "NONE",
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"availabilityImpact": "PARTIAL"
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},
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"baseSeverity": "LOW",
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"exploitabilityScore": 3.9,
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"impactScore": 2.9,
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"acInsufInfo": false,
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"obtainAllPrivilege": false,
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"obtainUserPrivilege": false,
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"obtainOtherPrivilege": false,
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"userInteractionRequired": false
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}
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]
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},
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"weaknesses": [
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{
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"source": "security-advisories@github.com",
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"type": "Primary",
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"description": [
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{
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"lang": "en",
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"value": "CWE-20"
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}
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]
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}
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],
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"configurations": [
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{
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"nodes": [
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{
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"operator": "OR",
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"negate": false,
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"cpeMatch": [
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{
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"vulnerable": true,
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"criteria": "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*",
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"versionEndExcluding": "2.6.4",
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"matchCriteriaId": "D9359D32-D090-44CF-AC43-2046084A28BB"
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},
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"criteria": "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*",
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"versionStartIncluding": "2.7.0",
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"versionEndExcluding": "2.7.2",
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"matchCriteriaId": "C4DFBF2D-5283-42F6-8800-D653BFA5CE82"
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"vulnerable": true,
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"criteria": "cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*",
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"matchCriteriaId": "A58EDA5C-66D6-46F1-962E-60AFB7C784A7"
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"vulnerable": true,
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"criteria": "cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*",
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"matchCriteriaId": "89522760-C2DF-400D-9624-626D8F160CBA"
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},
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{
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"vulnerable": true,
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"criteria": "cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*",
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"matchCriteriaId": "E9EA1898-ACAA-4699-8BAE-54D62C1819FB"
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"criteria": "cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:*",
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"matchCriteriaId": "130DE3C9-6842-456F-A259-BF8FF8457217"
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"criteria": "cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*",
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"matchCriteriaId": "BBF2FCEF-989C-409D-9F4C-81418C65B972"
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{
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"vulnerable": true,
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"criteria": "cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*",
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"matchCriteriaId": "9CFB1CFC-579D-4647-A472-6DE8BE1951DE"
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"criteria": "cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*",
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"matchCriteriaId": "F3F3F37E-D27F-4060-830C-0AFF16150777"
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}
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]
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}
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]
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}
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],
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"references": [
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{
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"url": "https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/lite/kernels/internal/quantization_util.cc#L114-L123",
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"source": "security-advisories@github.com",
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"tags": [
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/commit/a989426ee1346693cc015792f11d715f6944f2b8",
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"source": "security-advisories@github.com",
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"tags": [
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"Patch",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/issues/43661",
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"source": "security-advisories@github.com",
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"tags": [
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"Exploit",
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"Issue Tracking",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4",
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"source": "security-advisories@github.com",
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"tags": [
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"Release Notes",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2",
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"source": "security-advisories@github.com",
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"tags": [
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"Release Notes",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1",
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"source": "security-advisories@github.com",
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"tags": [
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"Release Notes",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0",
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"source": "security-advisories@github.com",
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"tags": [
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"Release Notes",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8wwm-6264-x792",
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"source": "security-advisories@github.com",
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"tags": [
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"Exploit",
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"Patch",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/lite/kernels/internal/quantization_util.cc#L114-L123",
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"source": "af854a3a-2127-422b-91ae-364da2661108",
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"tags": [
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/commit/a989426ee1346693cc015792f11d715f6944f2b8",
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"source": "af854a3a-2127-422b-91ae-364da2661108",
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"tags": [
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"Patch",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/issues/43661",
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"source": "af854a3a-2127-422b-91ae-364da2661108",
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"tags": [
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"Exploit",
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"Issue Tracking",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4",
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"source": "af854a3a-2127-422b-91ae-364da2661108",
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"tags": [
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"Release Notes",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2",
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"source": "af854a3a-2127-422b-91ae-364da2661108",
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"tags": [
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"Release Notes",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1",
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"source": "af854a3a-2127-422b-91ae-364da2661108",
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"tags": [
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"Release Notes",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0",
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"source": "af854a3a-2127-422b-91ae-364da2661108",
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"tags": [
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"Release Notes",
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"Third Party Advisory"
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]
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},
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{
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"url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8wwm-6264-x792",
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"source": "af854a3a-2127-422b-91ae-364da2661108",
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"tags": [
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"Exploit",
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"Patch",
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"Third Party Advisory"
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]
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}
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]
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} |