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Low · 2.5 CVE-2021-29544 BIT-tensorflow-2021-29544EUVD-2021-0285GHSA-6g85-3hm8-83f9PYSEC-2021-181PYSEC-2021-472PYSEC-2021-670

CHECK-fail in `QuantizeAndDequantizeV4Grad`

Published May 14, 2021 · Updated Oct 31, 2024 · Assigned by GitHub_M

Description

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a denial of service via a `CHECK`-fail in `tf.raw_ops.QuantizeAndDequantizeV4Grad`. This is because the implementation does not validate the rank of the `input_*` tensors. In turn, this results in the tensors being passes as they are to `QuantizeAndDequantizePerChannelGradientImpl`. However, the `vec<T>` method, requires the rank to 1 and triggers a `CHECK` failure otherwise. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2 as this is the only other affected version.

Affected products

VendorProductAffectedFixed
tensorflow tensorflow >= 2.4.0, < 2.4.2 —

Affected packages

EcosystemPackageAffectedFixedRecord
PyPI tensorflow >= 2.4.0, < 2.4.2 2.4.2 GHSA-6g85-3hm8-83f9
PyPI tensorflow < 2.2.0rc0 · >= 2.2.0, < 2.3.0rc0 · >= 2.3.0, < 2.3.4 · >= 2.4.0, < 2.4.3 2.2.0rc0, 2.3.0rc0, 2.3.4, 2.4.3 PYSEC-2021-181
PyPI tensorflow-cpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-6g85-3hm8-83f9
PyPI tensorflow-cpu < 2.2.0rc0 · >= 2.2.0, < 2.3.0rc0 · >= 2.3.0, < 2.3.4 · >= 2.4.0, < 2.4.3 2.2.0rc0, 2.3.0rc0, 2.3.4, 2.4.3 PYSEC-2021-472
PyPI tensorflow-gpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-6g85-3hm8-83f9
PyPI tensorflow-gpu < 2.2.0rc0 · >= 2.2.0, < 2.3.0rc0 · >= 2.3.0, < 2.3.4 · >= 2.4.0, < 2.4.3 2.2.0rc0, 2.3.0rc0, 2.3.4, 2.4.3 PYSEC-2021-670

References