TensorFlow is an end-to-end open source platform for machine learning. The implementation of the `EmbeddingLookup` TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/e4b29809543b250bc9b19678ec4776299dd569ba/tensorflow/lite/kernels/embedding_lookup.cc#L73-L74). An attacker can craft a model such that the first dimension of the `value` input is 0. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.
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History
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MITRE
Status: PUBLISHED
Assigner: GitHub_M
Published: 2021-05-14T19:22:00
Updated: 2024-08-03T22:11:06.265Z
Reserved: 2021-03-30T00:00:00
Link: CVE-2021-29596
Vulnrichment
No data.
NVD
Status : Modified
Published: 2021-05-14T20:15:15.257
Modified: 2024-11-21T06:01:27.453
Link: CVE-2021-29596
Redhat
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