CVE-2021-41208 (CNNVD-202111-542)
中文标题:
Google TensorFlow 代码问题漏洞
英文标题:
Incomplete validation in boosted trees code
漏洞描述
中文描述:
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 2.7.0之前版本存在代码问题漏洞，该漏洞源于TensorFlow中提升树的代码缺少验证。
英文描述:
TensorFlow is an open source platform for machine learning. In affected versions the code for boosted trees in TensorFlow is still missing validation. As a result, attackers can trigger denial of service (via dereferencing `nullptr`s or via `CHECK`-failures) as well as abuse undefined behavior (binding references to `nullptr`s). An attacker can also read and write from heap buffers, depending on the API that gets used and the arguments that are passed to the call. Given that the boosted trees implementation in TensorFlow is unmaintained, it is recommend to no longer use these APIs. We will deprecate TensorFlow's boosted trees APIs in subsequent releases. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.
CWE类型:
标签:
受影响产品
| 厂商 | 产品 | 版本 | 版本范围 | 平台 | CPE |
|---|---|---|---|---|---|
| tensorflow | tensorflow | >= 2.6.0, < 2.6.1 | - | - |
cpe:2.3:a:tensorflow:tensorflow:>=_2.6.0,_<_2.6.1:*:*:*:*:*:*:*
|
| tensorflow | tensorflow | >= 2.5.0, < 2.5.2 | - | - |
cpe:2.3:a:tensorflow:tensorflow:>=_2.5.0,_<_2.5.2:*:*:*:*:*:*:*
|
| tensorflow | tensorflow | < 2.4.4 | - | - |
cpe:2.3:a:tensorflow:tensorflow:<_2.4.4:*:*:*:*:*:*:*
|
| tensorflow | * | - | - |
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
|
|
| tensorflow | 2.7.0 | - | - |
cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*
|
解决方案
中文解决方案:
英文解决方案:
临时解决方案:
CVSS评分详情
3.1 (cna)
HIGHCVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
时间信息
利用信息
数据源详情
| 数据源 | 记录ID | 版本 | 提取时间 |
|---|---|---|---|
| CVE | cve_CVE-2021-41208 |
2025-11-11 15:21:06 | 2025-11-11 07:37:02 |
| NVD | nvd_CVE-2021-41208 |
2025-11-11 14:57:44 | 2025-11-11 07:45:21 |
| CNNVD | cnnvd_CNNVD-202111-542 |
2025-11-11 15:10:45 | 2025-11-11 07:57:01 |
版本与语言
安全公告
变更历史
查看详细变更
- vulnerability_type: 未提取 -> 代码问题
- cnnvd_id: 未提取 -> CNNVD-202111-542
- data_sources: ['cve', 'nvd'] -> ['cnnvd', 'cve', 'nvd']
查看详细变更
- affected_products_count: 3 -> 5
- data_sources: ['cve'] -> ['cve', 'nvd']