cnvd - cnvd-2022-80680

cnvd-2022-80680

Vulnerability from cnvd

Title: Google TensorFlow缓冲区溢出漏洞（CNVD-2022-80680）

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 存在缓冲区溢出漏洞，该漏洞源于 tf.raw_ops.ResizeNearestNeighborGrad对输入的数据缺乏长度大小验证，攻击者可利用该漏洞通过赋予一个大的siz会导致溢出问题。

Severity: 高

Patch Name: Google TensorFlow缓冲区溢出漏洞（CNVD-2022-80680）的补丁

Patch 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 存在缓冲区溢出漏洞，该漏洞源于 tf.raw_ops.ResizeNearestNeighborGrad对输入的数据缺乏长度大小验证，攻击者可利用该漏洞通过赋予一个大的siz会导致溢出问题。目前，供应商发布了安全公告及相关补丁信息，修复了此漏洞。

Formal description:

厂商已发布了漏洞修复程序，请及时关注更新： https://github.com/tensorflow/tensorflow/security/advisories/GHSA-368v-7v32-52fx

Reference: https://nvd.nist.gov/vuln/detail/CVE-2022-41907

Impacted products

Name
['Google TensorFlow <2.8.4', 'Google TensorFlow >=2.9.0，<2.9.3', 'Google TensorFlow >=2.10.0，<2.10.1']

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{
  "cves": {
    "cve": {
      "cveNumber": "CVE-2022-41907",
      "cveUrl": "https://nvd.nist.gov/vuln/detail/CVE-2022-41907"
    }
  },
  "description": "Google TensorFlow\u662f\u7f8e\u56fd\u8c37\u6b4c\uff08Google\uff09\u516c\u53f8\u7684\u4e00\u5957\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u7aef\u5230\u7aef\u5f00\u6e90\u5e73\u53f0\u3002\n\nGoogle TensorFlow \u5b58\u5728\u7f13\u51b2\u533a\u6ea2\u51fa\u6f0f\u6d1e\uff0c\u8be5\u6f0f\u6d1e\u6e90\u4e8e `tf.raw_ops.ResizeNearestNeighborGrad`\u5bf9\u8f93\u5165\u7684\u6570\u636e\u7f3a\u4e4f\u957f\u5ea6\u5927\u5c0f\u9a8c\u8bc1\uff0c\u653b\u51fb\u8005\u53ef\u5229\u7528\u8be5\u6f0f\u6d1e\u901a\u8fc7\u8d4b\u4e88\u4e00\u4e2a\u5927\u7684siz\u4f1a\u5bfc\u81f4\u6ea2\u51fa\u95ee\u9898\u3002",
  "formalWay": "\u5382\u5546\u5df2\u53d1\u5e03\u4e86\u6f0f\u6d1e\u4fee\u590d\u7a0b\u5e8f\uff0c\u8bf7\u53ca\u65f6\u5173\u6ce8\u66f4\u65b0\uff1a\r\nhttps://github.com/tensorflow/tensorflow/security/advisories/GHSA-368v-7v32-52fx",
  "isEvent": "\u901a\u7528\u8f6f\u786c\u4ef6\u6f0f\u6d1e",
  "number": "CNVD-2022-80680",
  "openTime": "2022-11-24",
  "patchDescription": "Google TensorFlow\u662f\u7f8e\u56fd\u8c37\u6b4c\uff08Google\uff09\u516c\u53f8\u7684\u4e00\u5957\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u7aef\u5230\u7aef\u5f00\u6e90\u5e73\u53f0\u3002\r\n\r\nGoogle TensorFlow \u5b58\u5728\u7f13\u51b2\u533a\u6ea2\u51fa\u6f0f\u6d1e\uff0c\u8be5\u6f0f\u6d1e\u6e90\u4e8e `tf.raw_ops.ResizeNearestNeighborGrad`\u5bf9\u8f93\u5165\u7684\u6570\u636e\u7f3a\u4e4f\u957f\u5ea6\u5927\u5c0f\u9a8c\u8bc1\uff0c\u653b\u51fb\u8005\u53ef\u5229\u7528\u8be5\u6f0f\u6d1e\u901a\u8fc7\u8d4b\u4e88\u4e00\u4e2a\u5927\u7684siz\u4f1a\u5bfc\u81f4\u6ea2\u51fa\u95ee\u9898\u3002\u76ee\u524d\uff0c\u4f9b\u5e94\u5546\u53d1\u5e03\u4e86\u5b89\u5168\u516c\u544a\u53ca\u76f8\u5173\u8865\u4e01\u4fe1\u606f\uff0c\u4fee\u590d\u4e86\u6b64\u6f0f\u6d1e\u3002",
  "patchName": "Google TensorFlow\u7f13\u51b2\u533a\u6ea2\u51fa\u6f0f\u6d1e\uff08CNVD-2022-80680\uff09\u7684\u8865\u4e01",
  "products": {
    "product": [
      "Google TensorFlow \u003c2.8.4",
      "Google TensorFlow \u003e=2.9.0\uff0c\u003c2.9.3",
      "Google TensorFlow \u003e=2.10.0\uff0c\u003c2.10.1"
    ]
  },
  "referenceLink": "https://nvd.nist.gov/vuln/detail/CVE-2022-41907",
  "serverity": "\u9ad8",
  "submitTime": "2022-11-23",
  "title": "Google TensorFlow\u7f13\u51b2\u533a\u6ea2\u51fa\u6f0f\u6d1e\uff08CNVD-2022-80680\uff09"
}

CVE-2022-41907 (GCVE-0-2022-41907)

Vulnerability from cvelistv5

Published

2022-11-18 00:00

Modified

2025-04-22 16:03

Severity ?

4.8 (Medium) - CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H

CWE

CWE-131 - Incorrect Calculation of Buffer Size

Summary

TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ResizeNearestNeighborGrad` is given a large `size` input, it overflows. We have patched the issue in GitHub commit 00c821af032ba9e5f5fa3fe14690c8d28a657624. 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.

References

▼	URL	Tags
	https://github.com/tensorflow/tensorflow/security/advisories/GHSA-368v-7v32-52fx
	https://github.com/tensorflow/tensorflow/commit/00c821af032ba9e5f5fa3fe14690c8d28a657624
	https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/resize_nearest_neighbor_op.cc

Impacted products

	Vendor	Product	Version
	tensorflow	tensorflow	Version: >= 2.10.0, < 2.10.1 Version: >= 2.9.0, < 2.9.3 Version: < 2.8.4

Show details on NVD website

JSON

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{
  "containers": {
    "adp": [
      {
        "providerMetadata": {
          "dateUpdated": "2024-08-03T12:56:38.343Z",
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            "url": "https://github.com/tensorflow/tensorflow/commit/00c821af032ba9e5f5fa3fe14690c8d28a657624"
          },
          {
            "tags": [
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            ],
            "url": "https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/resize_nearest_neighbor_op.cc"
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        ],
        "title": "CVE Program Container"
      },
      {
        "metrics": [
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              "content": {
                "id": "CVE-2022-41907",
                "options": [
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                    "Exploitation": "poc"
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                    "Automatable": "no"
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                  {
                    "Technical Impact": "partial"
                  }
                ],
                "role": "CISA Coordinator",
                "timestamp": "2025-04-22T15:41:43.120349Z",
                "version": "2.0.3"
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    "cna": {
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          "versions": [
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              "status": "affected",
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        }
      ],
      "metrics": [
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            "attackComplexity": "HIGH",
            "attackVector": "NETWORK",
            "availabilityImpact": "HIGH",
            "baseScore": 4.8,
            "baseSeverity": "MEDIUM",
            "confidentialityImpact": "NONE",
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            "privilegesRequired": "LOW",
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      "title": "Overflow in `ResizeNearestNeighborGrad` in Tensorflow"
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}

Sightings

Author	Source	Type	Date

Nomenclature

Seen: The vulnerability was mentioned, discussed, or seen somewhere by the user.
Confirmed: The vulnerability is confirmed from an analyst perspective.
Exploited: This vulnerability was exploited and seen by the user reporting the sighting.
Patched: This vulnerability was successfully patched by the user reporting the sighting.
Not exploited: This vulnerability was not exploited or seen by the user reporting the sighting.
Not confirmed: The user expresses doubt about the veracity of the vulnerability.
Not patched: This vulnerability was not successfully patched by the user reporting the sighting.

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