CVE-2021-29554
LOWGoogle Tensorflow < 2.1.4 - Divide By Zero
Title source: ruleDescription
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.DenseCountSparseOutput`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/efff014f3b2d8ef6141da30c806faf141297eca1/tensorflow/core/kernels/count_ops.cc#L123-L127) computes a divisor value from user data but does not check that the result is 0 before doing the division. Since `data` is given by the `values` argument, `num_batch_elements` is 0. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, and TensorFlow 2.3.3, as these are also affected.
Scores
CVSS v3
2.5
EPSS
0.0001
EPSS Percentile
2.7%
Attack Vector
LOCAL
CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L
Classification
CWE
CWE-369
Status
published
Affected Products (4)
google/tensorflow
< 2.1.4
pypi/tensorflow
< 2.3.3PyPI
pypi/tensorflow-cpu
< 2.3.3PyPI
pypi/tensorflow-gpu
< 2.3.3PyPI
Timeline
Published
May 14, 2021
Tracked Since
Feb 18, 2026