CVE-2020-15199

In Tensorflow before version 2.3.1, the `RaggedCountSparseOutput` does not validate that the input arguments form a valid ragged tensor. In particular, there is no validation that the `splits` tensor has the minimum required number of elements. Code uses this quantity to initialize a different data structure. Since `BatchedMap` is equivalent to a vector, it needs to have at least one element to not be `nullptr`. If user passes a `splits` tensor that is empty or has exactly one element, we get a `SIGABRT` signal raised by the operating system. The issue is patched in commit 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and is released in TensorFlow version 2.3.1.
Configurations

Configuration 1 (hide)

cpe:2.3:a:google:tensorflow:2.3.0:*:*:*:-:*:*:*

History

17 Aug 2021, 13:21

Type Values Removed Values Added
CPE cpe:2.3:a:tensorflow:tensorflow:2.3.0:*:*:*:-:*:*:* cpe:2.3:a:google:tensorflow:2.3.0:*:*:*:-:*:*:*

Information

Published : 2020-09-25 19:15

Updated : 2023-12-10 13:41


NVD link : CVE-2020-15199

Mitre link : CVE-2020-15199

CVE.ORG link : CVE-2020-15199


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-20

Improper Input Validation