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CVE-2022-29212
MEDIUM5.5
Beschreibung
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.
CVE Details
CVSS v3.1 Bewertung5.5
SchweregradMEDIUM
CVSS VektorCVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
AngriffsvektorLOCAL
KomplexitatLOW
Erforderliche PrivilegienLOW
BenutzerinteraktionNONE
Veroffentlicht5/21/2022
Zuletzt geandert11/21/2024
Quellenvd
Honeypot-Sichtungen0
Betroffene Produkte
google:tensorflow
Schwachen (CWE)
CWE-20
Referenzen
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/lite/kernels/internal/quantization_util.cc#L114-L123(security-advisories@github.com)
https://github.com/tensorflow/tensorflow/commit/a989426ee1346693cc015792f11d715f6944f2b8(security-advisories@github.com)
https://github.com/tensorflow/tensorflow/issues/43661(security-advisories@github.com)
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4(security-advisories@github.com)
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2(security-advisories@github.com)
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1(security-advisories@github.com)
https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0(security-advisories@github.com)
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8wwm-6264-x792(security-advisories@github.com)
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/lite/kernels/internal/quantization_util.cc#L114-L123(af854a3a-2127-422b-91ae-364da2661108)
https://github.com/tensorflow/tensorflow/commit/a989426ee1346693cc015792f11d715f6944f2b8(af854a3a-2127-422b-91ae-364da2661108)
https://github.com/tensorflow/tensorflow/issues/43661(af854a3a-2127-422b-91ae-364da2661108)
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4(af854a3a-2127-422b-91ae-364da2661108)
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2(af854a3a-2127-422b-91ae-364da2661108)
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1(af854a3a-2127-422b-91ae-364da2661108)
https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0(af854a3a-2127-422b-91ae-364da2661108)
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8wwm-6264-x792(af854a3a-2127-422b-91ae-364da2661108)
IOC Korrelationen
Keine Korrelationen erfasst
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