CVE-2022-41896— `tf.raw_ops.Mfcc` crashes in Tensorflow
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I. Basic Information for CVE-2022-41896
Vulnerability Information
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Vulnerability Title
`tf.raw_ops.Mfcc` crashes in Tensorflow
Source: NVD (National Vulnerability Database)
Vulnerability Description
TensorFlow is an open source platform for machine learning. If `ThreadUnsafeUnigramCandidateSampler` is given input `filterbank_channel_count` greater than the allowed max size, TensorFlow will crash. We have patched the issue in GitHub commit 39ec7eaf1428e90c37787e5b3fbd68ebd3c48860. 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
输入验证不恰当
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。 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 版本存在输入验证错误漏洞，该漏洞源于如果 `ThreadUnsafeUnigramCandidateSampler` 的输入 `filterbank_channel_count` 大于允许的最大大小，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-2022-41896
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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-2022-41897 | 4.8 MEDIUM | `FractionalMaxPoolGrad` Heap out of bounds read 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 → →
IV. Related Vulnerabilities
Same product: tensorflow
Same vendor: tensorflow
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TensorFlow vulnerable to seg fault in `tf.raw_ops.Print`
Same weakness: CWE-20
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