Vulnerability Details CVE-2021-29610
TensorFlow is an end-to-end open source platform for machine learning. The validation in `tf.raw_ops.QuantizeAndDequantizeV2` allows invalid values for `axis` argument:. The validation(https://github.com/tensorflow/tensorflow/blob/eccb7ec454e6617738554a255d77f08e60ee0808/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L74-L77) uses `||` to mix two different conditions. If `axis_ < -1` the condition in `OP_REQUIRES` will still be true, but this value of `axis_` results in heap underflow. This allows attackers to read/write to other data on the heap. 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.
Exploit prediction scoring system (EPSS) score
EPSS Score 0.0
EPSS Ranking 14.8%
CVSS Severity
CVSS v3 Score 3.6
CVSS v2 Score 4.6
References
- https://github.com/tensorflow/tensorflow/commit/c5b0d5f8ac19888e46ca14b0e27562e7fbbee9a9
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mq5c-prh3-3f3h
- https://github.com/tensorflow/tensorflow/commit/c5b0d5f8ac19888e46ca14b0e27562e7fbbee9a9
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mq5c-prh3-3f3h
Products affected by CVE-2021-29610
-
cpe:2.3:a:google:tensorflow:-
-
cpe:2.3:a:google:tensorflow:0.1.7
-
cpe:2.3:a:google:tensorflow:0.10.0
-
cpe:2.3:a:google:tensorflow:0.11.0
-
cpe:2.3:a:google:tensorflow:0.12.0
-
cpe:2.3:a:google:tensorflow:0.12.1
-
cpe:2.3:a:google:tensorflow:0.5.0
-
cpe:2.3:a:google:tensorflow:0.6.0
-
cpe:2.3:a:google:tensorflow:0.7.0
-
cpe:2.3:a:google:tensorflow:0.7.1
-
cpe:2.3:a:google:tensorflow:0.8.0
-
cpe:2.3:a:google:tensorflow:0.9.0
-
cpe:2.3:a:google:tensorflow:1.0.0
-
cpe:2.3:a:google:tensorflow:1.0.1
-
cpe:2.3:a:google:tensorflow:1.1.0
-
cpe:2.3:a:google:tensorflow:1.10.0
-
cpe:2.3:a:google:tensorflow:1.10.1
-
cpe:2.3:a:google:tensorflow:1.11.0
-
cpe:2.3:a:google:tensorflow:1.12.0
-
cpe:2.3:a:google:tensorflow:1.12.1
-
cpe:2.3:a:google:tensorflow:1.12.2
-
cpe:2.3:a:google:tensorflow:1.12.3
-
cpe:2.3:a:google:tensorflow:1.13.0
-
cpe:2.3:a:google:tensorflow:1.13.1
-
cpe:2.3:a:google:tensorflow:1.13.2
-
cpe:2.3:a:google:tensorflow:1.14.0
-
cpe:2.3:a:google:tensorflow:1.15.0
-
cpe:2.3:a:google:tensorflow:1.15.2
-
cpe:2.3:a:google:tensorflow:1.15.3
-
cpe:2.3:a:google:tensorflow:1.15.4
-
cpe:2.3:a:google:tensorflow:1.15.5
-
cpe:2.3:a:google:tensorflow:1.2.0
-
cpe:2.3:a:google:tensorflow:1.2.1
-
cpe:2.3:a:google:tensorflow:1.3.0
-
cpe:2.3:a:google:tensorflow:1.3.1
-
cpe:2.3:a:google:tensorflow:1.4.0
-
cpe:2.3:a:google:tensorflow:1.4.1
-
cpe:2.3:a:google:tensorflow:1.5.0
-
cpe:2.3:a:google:tensorflow:1.5.1
-
cpe:2.3:a:google:tensorflow:1.6.0
-
cpe:2.3:a:google:tensorflow:1.7.0
-
cpe:2.3:a:google:tensorflow:1.7.1
-
cpe:2.3:a:google:tensorflow:1.8.0
-
cpe:2.3:a:google:tensorflow:1.9.0
-
cpe:2.3:a:google:tensorflow:2.0.0
-
cpe:2.3:a:google:tensorflow:2.0.1
-
cpe:2.3:a:google:tensorflow:2.0.2
-
cpe:2.3:a:google:tensorflow:2.0.3
-
cpe:2.3:a:google:tensorflow:2.0.4
-
cpe:2.3:a:google:tensorflow:2.1.0
-
cpe:2.3:a:google:tensorflow:2.1.1
-
cpe:2.3:a:google:tensorflow:2.1.2
-
cpe:2.3:a:google:tensorflow:2.1.3
-
cpe:2.3:a:google:tensorflow:2.2.0
-
cpe:2.3:a:google:tensorflow:2.2.1
-
cpe:2.3:a:google:tensorflow:2.2.2
-
cpe:2.3:a:google:tensorflow:2.3.0
-
cpe:2.3:a:google:tensorflow:2.3.1
-
cpe:2.3:a:google:tensorflow:2.3.2
-
cpe:2.3:a:google:tensorflow:2.4.0
-
cpe:2.3:a:google:tensorflow:2.4.1