Overview
- Description
- TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause denial of service in applications serving models using `tf.raw_ops.UnravelIndex` by triggering a division by 0. The [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/kernels/unravel_index_op.cc#L36) does not check that the tensor subsumed by `dims` is not empty. Hence, if one element of `dims` is 0, the implementation does a division by 0. We have patched the issue in GitHub commit a776040a5e7ebf76eeb7eb923bf1ae417dd4d233. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.
- Source
- security-advisories@github.com
- NVD status
- Analyzed
Risk scores
CVSS 3.1
- Type
- Primary
- Base score
- 5.5
- Impact score
- 3.6
- Exploitability score
- 1.8
- Vector string
- CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
- Severity
- MEDIUM
CVSS 2.0
- Type
- Primary
- Base score
- 2.1
- Impact score
- 2.9
- Exploitability score
- 3.9
- Vector string
- AV:L/AC:L/Au:N/C:N/I:N/A:P
Social media
- Hype score
- Not currently trending
Configurations
[
{
"nodes": [
{
"negate": false,
"cpeMatch": [
{
"criteria": "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*",
"vulnerable": true,
"matchCriteriaId": "0F83C081-51CC-415F-A8C0-0A44C75E2CD6",
"versionEndExcluding": "2.3.4",
"versionStartIncluding": "2.3.0"
},
{
"criteria": "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*",
"vulnerable": true,
"matchCriteriaId": "BD3F2BF8-EBA9-42BF-8F9B-D918B880B15A",
"versionEndExcluding": "2.4.3",
"versionStartIncluding": "2.4.0"
},
{
"criteria": "cpe:2.3:a:google:tensorflow:2.5.0:*:*:*:*:*:*:*",
"vulnerable": true,
"matchCriteriaId": "D03E99A7-4E3D-427D-A156-C0713E9FB02A"
},
{
"criteria": "cpe:2.3:a:google:tensorflow:2.6.0:rc0:*:*:*:*:*:*",
"vulnerable": true,
"matchCriteriaId": "70FA6E48-6C57-40CA-809F-4E3D07CBF348"
},
{
"criteria": "cpe:2.3:a:google:tensorflow:2.6.0:rc1:*:*:*:*:*:*",
"vulnerable": true,
"matchCriteriaId": "42187561-E491-434D-828C-F36701446634"
},
{
"criteria": "cpe:2.3:a:google:tensorflow:2.6.0:rc2:*:*:*:*:*:*",
"vulnerable": true,
"matchCriteriaId": "C66B61C8-450A-4C5E-9174-F970D6DEE778"
}
],
"operator": "OR"
}
]
}
]