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CVE-2022-23567— Integer overflows in Tensorflow

CVSS 6.5 · Medium EPSS 0.45% · P64
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I. Basic Information for CVE-2022-23567

Vulnerability Information
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Vulnerability Title
Integer overflows in Tensorflow
Source: NVD (National Vulnerability Database)
Vulnerability Description
Tensorflow is an Open Source Machine Learning Framework. The implementations of `Sparse*Cwise*` ops are vulnerable to integer overflows. These can be used to trigger large allocations (so, OOM based denial of service) or `CHECK`-fails when building new `TensorShape` objects (so, assert failures based denial of service). We are missing some validation on the shapes of the input tensors as well as directly constructing a large `TensorShape` with user-provided dimensions. 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 输入验证错误漏洞
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，该漏洞源于缺少对输入张量形状的验证。
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

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III. Intelligence Information for CVE-2022-23567

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Same Patch Batch · n/a · 2022-02-03 · 45 CVEs total

CVE-2022-217288.1 HIGHOut of bounds read in Tensorflow
CVE-2022-217268.1 HIGHOut of bounds read in Tensorflow
CVE-2022-217308.1 HIGHOut of bounds read in Tensorflow
CVE-2022-217407.6 HIGHHeap overflow in Tensorflow
CVE-2022-217277.6 HIGHInteger overflow in Tensorflow
CVE-2022-217367.6 HIGHUndefined behavior in Tensorflow
CVE-2022-217296.5 MEDIUMOverflow and uncaught divide by zero in Tensorflow
CVE-2022-217376.5 MEDIUMAssertion failure based denial of service in Tensorflow
CVE-2022-217416.5 MEDIUMDivision by zero in TFLite
CVE-2022-217386.5 MEDIUMInteger overflow leading to crash in Tensorflow
CVE-2022-217396.5 MEDIUMNull pointer dereference in TensorFlow
CVE-2022-217346.5 MEDIUM`CHECK`-failures in Tensorflow
CVE-2022-217356.5 MEDIUMDivision by zero in Tensorflow
CVE-2022-235696.5 MEDIUM`CHECK`-fails when building invalid tensor shapes in Tensorflow
CVE-2022-217256.5 MEDIUMDivision by zero in Tensorflow
CVE-2022-235686.5 MEDIUMInteger overflows in Tensorflow
CVE-2022-217316.5 MEDIUMType confusion leading to segfault in Tensorflow
CVE-2022-217334.3 MEDIUMMemory exhaustion in Tensorflow
CVE-2022-217324.3 MEDIUMMemory exhaustion in Tensorflow
CVE-2021-41837Insyde InsydeH2O 缓冲区错误漏洞

Showing top 20 of 45 CVEs. View all on vendor page → →

IV. Related Vulnerabilities

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