TensorFlow is an end-to-end open source platform for machine learning. An attacker can read data outside of bounds of heap allocated buffer in `tf.raw_ops.QuantizeAndDequantizeV3`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/11ff7f80667e6490d7b5174aa6bf5e01886e770f/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L237) does not validate the value of user supplied `axis` attribute before using it to index in the array backing the `input` argument. 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.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/commit/99085e8ff02c3763a0ec2263e44daec416f6a387 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h9px-9vqg-222h | Exploit Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/99085e8ff02c3763a0ec2263e44daec416f6a387 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h9px-9vqg-222h | Exploit Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:01
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/commit/99085e8ff02c3763a0ec2263e44daec416f6a387 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h9px-9vqg-222h - Exploit, Patch, Third Party Advisory | |
CVSS |
v2 : v3 : |
v2 : 3.6
v3 : 2.5 |
Information
Published : 2021-05-14 20:15
Updated : 2024-11-21 06:01
NVD link : CVE-2021-29553
Mitre link : CVE-2021-29553
CVE.ORG link : CVE-2021-29553
JSON object : View
Products Affected
- tensorflow
CWE
CWE-125
Out-of-bounds Read