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prionPRIOn knowledge basePRION:CVE-2021-29601
HistoryMay 14, 2021 - 8:15 p.m.

Integer overflow

2021-05-1420:15:00
PRIOn knowledge base
www.prio-n.com
3

0.0004 Low

EPSS

Percentile

13.0%

TensorFlow is an end-to-end open source platform for machine learning. The TFLite implementation of concatenation is vulnerable to an integer overflow issue(https://github.com/tensorflow/tensorflow/blob/7b7352a724b690b11bfaae2cd54bc3907daf6285/tensorflow/lite/kernels/concatenation.cc#L70-L76). An attacker can craft a model such that the dimensions of one of the concatenation input overflow the values of int. TFLite uses int to represent tensor dimensions, whereas TF uses int64. Hence, valid TF models can trigger an integer overflow when converted to TFLite format. 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.

0.0004 Low

EPSS

Percentile

13.0%

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