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osvGoogleOSV:BIT-TENSORFLOW-2021-29558
HistoryMar 06, 2024 - 11:19 a.m.

BIT-tensorflow-2021-29558

2024-03-0611:19:12
Google
osv.dev
2
tensorflow
machine learning
heap buffer overflow
vulnerability
fix
cherrypick
software
implementation access
array element
user controlled offset

7.2 High

AI Score

Confidence

High

0.0005 Low

EPSS

Percentile

17.0%

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a heap buffer overflow in tf.raw_ops.SparseSplit. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/699bff5d961f0abfde8fa3f876e6d241681fbef8/tensorflow/core/util/sparse/sparse_tensor.h#L528-L530) accesses an array element based on a user controlled offset. 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.

7.2 High

AI Score

Confidence

High

0.0005 Low

EPSS

Percentile

17.0%

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