TensorFlow is an end-to-end open source platform for machine learning. Due to lack of validation in `tf.raw_ops.Dequantize`, an attacker can trigger a read from outside of bounds of heap allocated data. The implementation(https://github.com/tensorflow/tensorflow/blob/26003593aa94b1742f34dc22ce88a1e17776a67d/tensorflow/core/kernels/dequantize_op.cc#L106-L131) accesses the `min_range` and `max_range` tensors in parallel but fails to check that they have the same shape. 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/5899741d0421391ca878da47907b1452f06aaf1b | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c45w-2wxr-pp53 | Exploit Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/5899741d0421391ca878da47907b1452f06aaf1b | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c45w-2wxr-pp53 | Exploit Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:01
Type | Values Removed | Values Added |
---|---|---|
CVSS |
v2 : v3 : |
v2 : 3.6
v3 : 2.5 |
References | () https://github.com/tensorflow/tensorflow/commit/5899741d0421391ca878da47907b1452f06aaf1b - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c45w-2wxr-pp53 - Exploit, Patch, Third Party Advisory |
Information
Published : 2021-05-14 20:15
Updated : 2024-11-21 06:01
NVD link : CVE-2021-29582
Mitre link : CVE-2021-29582
CVE.ORG link : CVE-2021-29582
JSON object : View
Products Affected
- tensorflow
CWE
CWE-125
Out-of-bounds Read