Description
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.
Affected products
| Vendor | Product | Affected | Fixed |
|---|---|---|---|
| tensorflow | tensorflow | = 2.3.0 | — |
Affected packages
| Ecosystem | Package | Affected | Fixed | Record |
|---|---|---|---|---|
| PyPI | tensorflow | >= 2.3.0, < 2.3.1 | 2.3.1 | GHSA-x5cp-9pcf-pp3h |
| PyPI | tensorflow | < 2.3.1 | 2.3.1 | PYSEC-2020-122 |
| PyPI | tensorflow-cpu | >= 2.3.0, < 2.3.1 | 2.3.1 | GHSA-x5cp-9pcf-pp3h |
| PyPI | tensorflow-cpu | < 2.3.1 | 2.3.1 | PYSEC-2020-279 |
| PyPI | tensorflow-gpu | >= 2.3.0, < 2.3.1 | 2.3.1 | GHSA-x5cp-9pcf-pp3h |
| PyPI | tensorflow-gpu | < 2.3.1 | 2.3.1 | PYSEC-2020-314 |