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.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/commit/3cbb917b4714766030b28eba9fb41bb97ce9ee02 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1 | Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x5cp-9pcf-pp3h | Exploit Third Party Advisory |
Configurations
History
17 Aug 2021, 13:21
Type | Values Removed | Values Added |
---|---|---|
CPE | cpe:2.3:a:google:tensorflow:2.3.0:*:*:*:-:*:*:* |
Information
Published : 2020-09-25 19:15
Updated : 2024-02-04 21:23
NVD link : CVE-2020-15199
Mitre link : CVE-2020-15199
CVE.ORG link : CVE-2020-15199
JSON object : View
Products Affected
- tensorflow
CWE
CWE-20
Improper Input Validation