BIT-tensorflow-2022-29212
See a problem?- Import Source
- https://github.com/bitnami/vulndb/tree/main/data/tensorflow/BIT-tensorflow-2022-29212.json
- JSON Data
- https://api.osv.dev/v1/vulns/BIT-tensorflow-2022-29212
- Aliases
- Published
- 2024-03-06T11:14:15.233Z
- Modified
- 2025-04-03T14:40:37.652Z
- Summary
- [none]
- 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, 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, theTFLITE_CHECK_LTassertion 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. - Database specific
{ "cpes": [ "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*" ], "severity": "Medium" }- References
-
- https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/lite/kernels/internal/quantization_util.cc#L114-L123
- https://github.com/tensorflow/tensorflow/commit/a989426ee1346693cc015792f11d715f6944f2b8
- https://github.com/tensorflow/tensorflow/issues/43661
- 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/tensorflow/tensorflow/security/advisories/GHSA-8wwm-6264-x792
- https://nvd.nist.gov/vuln/detail/CVE-2022-29212
Affected packages
Bitnami / tensorflow
Package
- Name
- tensorflow
- Purl
- pkg:bitnami/tensorflow
Severity
- 5.5 (Medium) CVSS_V3 - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H CVSS Calculator