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cnvdChina National Vulnerability DatabaseCNVD-2023-15782
HistorySep 20, 2022 - 12:00 a.m.

Google TensorFlow Denial of Service Vulnerability (CNVD-2023-15782)

2022-09-2000:00:00
China National Vulnerability Database
www.cnvd.org.cn
17
google
tensorflow
denial-of-service
vulnerability
tf.reshape
tensor overflow
attack

EPSS

0.001

Percentile

35.2%

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A denial-of-service vulnerability exists in Google TensorFlow, which stems from the fact that the implementation of tf.reshape op in TensorFlow is vulnerable to an overflow in the number of elements in the tensor, resulting in a CHECK- failure (assertion failure), an attacker can use the vulnerability to trigger a denial-of-service attack.

EPSS

0.001

Percentile

35.2%