CVE-2022-41897— `FractionalMaxPoolGrad` Heap out of bounds read in Tensorflow
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I. Basic Information for CVE-2022-41897
Vulnerability Information
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Vulnerability Title
`FractionalMaxPoolGrad` Heap out of bounds read in Tensorflow
Source: NVD (National Vulnerability Database)
Vulnerability Description
TensorFlow is an open source platform for machine learning. If `FractionMaxPoolGrad` is given outsize inputs `row_pooling_sequence` and `col_pooling_sequence`, TensorFlow will crash. We have patched the issue in GitHub commit d71090c3e5ca325bdf4b02eb236cfb3ee823e927. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
Source: NVD (National Vulnerability Database)
CVSS Information
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
Source: NVD (National Vulnerability Database)
Vulnerability Type
跨界内存读
Source: NVD (National Vulnerability Database)
Vulnerability Title
Google TensorFlow 缓冲区错误漏洞
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。 Google TensorFlow 2.11 版本，2.10.1 版本之前的 2.10.x 版本，2.9.3 版本之前的 2.9.x 版本，2.8.4 版本之前的 2.8.x 版本存在缓冲区错误漏洞，该漏洞源于如果为 `FractionMaxPoolGrad` 提供超大输入 `row_pooling_sequence` 和 `col_pooling_sequence`，TensorFlow 将崩溃。
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 |
|---|---|---|---|---|
| tensorflow | tensorflow | >= 2.10.0, < 2.10.1 | - |
II. Public POCs for CVE-2022-41897
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Same Patch Batch · tensorflow · 2022-11-18 · 23 CVEs total
| CVE-2022-41900 | 7.1 HIGH | FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow |
| CVE-2022-41894 | 7.1 HIGH | Buffer overflow in `CONV_3D_TRANSPOSE` on TFLite |
| CVE-2022-41883 | 6.8 MEDIUM | Out of bounds segmentation fault due to unequal op inputs in Tensorflow |
| CVE-2022-41880 | 6.8 MEDIUM | ThreadUnsafeUnigramCandidateSampler Heap out of bounds in Tensorflow |
| CVE-2022-41889 | 5.5 MEDIUM | Segfault via invalid attributes in `pywrap_tfe_src.cc` in Tensorflow |
| CVE-2022-41895 | 4.8 MEDIUM | `MirrorPadGrad` heap out of bounds read in Tensorflow |
| CVE-2022-41911 | 4.8 MEDIUM | Invalid char to bool conversion when printing a tensor in Tensorflow |
| CVE-2022-41909 | 4.8 MEDIUM | Segfault in `CompositeTensorVariantToComponents` in Tensorflow |
| CVE-2022-41908 | 4.8 MEDIUM | `CHECK` fail via inputs in `PyFunc` in Tensorflow |
| CVE-2022-41907 | 4.8 MEDIUM | Overflow in `ResizeNearestNeighborGrad` in Tensorflow |
| CVE-2022-41901 | 4.8 MEDIUM | `CHECK_EQ` fail via input in `SparseMatrixNNZ` in Tensorflow |
| CVE-2022-41899 | 4.8 MEDIUM | `CHECK` fail via inputs in `SdcaOptimizer` in Tensorflow |
| CVE-2022-41898 | 4.8 MEDIUM | `CHECK` fail via inputs in `SparseFillEmptyRowsGrad` in Tensorflow |
| CVE-2022-41896 | 4.8 MEDIUM | `tf.raw_ops.Mfcc` crashes in Tensorflow |
| CVE-2022-41885 | 4.8 MEDIUM | Overflow in `FusedResizeAndPadConv2D` in Tensorflow |
| CVE-2022-41884 | 4.8 MEDIUM | Seg fault in `ndarray_tensor_bridge` due to zero and large inputs in Tensorflow |
| CVE-2022-41893 | 4.8 MEDIUM | `CHECK_EQ` fail in `tf.raw_ops.TensorListResize` in Tensorflow |
| CVE-2022-41891 | 4.8 MEDIUM | Segfault in `tf.raw_ops.TensorListConcat` in Tensorflow |
| CVE-2022-41890 | 4.8 MEDIUM | `CHECK` fail in `BCast` overflow in Tensorflow |
| CVE-2022-41888 | 4.8 MEDIUM | Unckecked rank size in `tf.image.generate_bounding_box_proposals` in Tensorflow |
Showing top 20 of 23 CVEs. View all on vendor page → →
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