漏洞标题
Tensorflow 中的二进制操作中的 `CHECK` 失败
漏洞描述信息
Tensorflow中二进制操作的`CHECK`失败
CVSS信息
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
漏洞类别
N/A
漏洞标题
`CHECK`-failures in binary ops in Tensorflow
漏洞描述信息
Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that any binary op would trigger `CHECK` failures. This occurs when the protobuf part corresponding to the tensor arguments is modified such that the `dtype` no longer matches the `dtype` expected by the op. In that case, calling the templated binary operator for the binary op would receive corrupted data, due to the type confusion involved. If `Tin` and `Tout` don't match the type of data in `out` and `input_*` tensors then `flat<*>` would interpret it wrongly. In most cases, this would be a silent failure, but we have noticed scenarios where this results in a `CHECK` crash, hence a denial of service. 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.
CVSS信息
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
漏洞类别
可达断言
漏洞标题
Google TensorFlow 安全漏洞
漏洞描述信息
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 存在安全漏洞，恶意用户可以通过更改 SavedModel 导致拒绝服务，这样任何二进制操作都会触发 CHECK 失败。
CVSS信息
N/A
漏洞类别
其他