CVE-2022-21725— Division by zero in Tensorflow
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I. Basic Information for CVE-2022-21725
Vulnerability Information
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Vulnerability Title
Division by zero in Tensorflow
Source: NVD (National Vulnerability Database)
Vulnerability Description
Tensorflow is an Open Source Machine Learning Framework. The estimator for the cost of some convolution operations can be made to execute a division by 0. The function fails to check that the stride argument is strictly positive. Hence, the fix is to add a check for the stride argument to ensure it is valid. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
Source: NVD (National Vulnerability Database)
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
Source: NVD (National Vulnerability Database)
Vulnerability Type
N/A
Source: NVD (National Vulnerability Database)
Vulnerability Title
Google TensorFlow 数字错误漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
Google TensorFlow是美国谷歌（Google）公司的一套用于机器学习的端到端开源平台。 Tensorflow 存在安全漏洞，该漏洞源于某些卷积运算的代价估计器可以用来执行一个被0除的运算。函数未能检查stride参数是否严格为正。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)
Affected Products
| Vendor | Product | Affected Versions | CPE | Subscribe |
|---|---|---|---|---|
| - | n/a | n/a | - |
II. Public POCs for CVE-2022-21725
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Same Patch Batch · n/a · 2022-02-03 · 45 CVEs total
| CVE-2022-21728 | 8.1 HIGH | Out of bounds read in Tensorflow |
| CVE-2022-21726 | 8.1 HIGH | Out of bounds read in Tensorflow |
| CVE-2022-21730 | 8.1 HIGH | Out of bounds read in Tensorflow |
| CVE-2022-21740 | 7.6 HIGH | Heap overflow in Tensorflow |
| CVE-2022-21727 | 7.6 HIGH | Integer overflow in Tensorflow |
| CVE-2022-21736 | 7.6 HIGH | Undefined behavior in Tensorflow |
| CVE-2022-21729 | 6.5 MEDIUM | Overflow and uncaught divide by zero in Tensorflow |
| CVE-2022-21737 | 6.5 MEDIUM | Assertion failure based denial of service in Tensorflow |
| CVE-2022-21741 | 6.5 MEDIUM | Division by zero in TFLite |
| CVE-2022-21738 | 6.5 MEDIUM | Integer overflow leading to crash in Tensorflow |
| CVE-2022-21739 | 6.5 MEDIUM | Null pointer dereference in TensorFlow |
| CVE-2022-21734 | 6.5 MEDIUM | `CHECK`-failures in Tensorflow |
| CVE-2022-21735 | 6.5 MEDIUM | Division by zero in Tensorflow |
| CVE-2022-23569 | 6.5 MEDIUM | `CHECK`-fails when building invalid tensor shapes in Tensorflow |
| CVE-2022-23567 | 6.5 MEDIUM | Integer overflows in Tensorflow |
| CVE-2022-23568 | 6.5 MEDIUM | Integer overflows in Tensorflow |
| CVE-2022-21731 | 6.5 MEDIUM | Type confusion leading to segfault in Tensorflow |
| CVE-2022-21733 | 4.3 MEDIUM | Memory exhaustion in Tensorflow |
| CVE-2022-21732 | 4.3 MEDIUM | Memory exhaustion in Tensorflow |
| CVE-2021-41837 | Insyde InsydeH2O 缓冲区错误漏洞 |
Showing top 20 of 45 CVEs. View all on vendor page → →
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