CVE-2021-29555

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in `tf.raw_ops.FusedBatchNorm`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/828f346274841fa7505f7020e88ca36c22e557ab/tensorflow/core/kernels/fused_batch_norm_op.cc#L295-L297) performs a division based on the last dimension of the `x` tensor. Since this is controlled by the user, an attacker can trigger a denial of service. 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.

• CWE-369

• https://github.com/tensorflow/tensorflow/commit/1a2a87229d1d61e23a39373777c056161eb4084dPatch, Third Party Advisory
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-r35g-4525-29fqExploit, Patch, Third Party Advisory
• https://github.com/tensorflow/tensorflow/commit/1a2a87229d1d61e23a39373777c056161eb4084dPatch, Third Party Advisory
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-r35g-4525-29fqExploit, Patch, Third Party Advisory

Published

May 14, 2021

Last Modified

Jun 17, 2026

Status

Modified

• How Strix found a critical auth bypass in etcdStrix autonomously discovered a critical authentication bypass in etcd, later designated CVE-2026-33413.
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