GHSA-FV25-WRFF-WF86
Vulnerability from github – Published: 2022-05-24 22:05 – Updated: 2022-05-24 22:05
VLAI?
Summary
Missing validation causes denial of service via `GetSessionTensor`
Details
Impact
The implementation of tf.raw_ops.GetSessionTensor does not fully validate the input arguments. This results in a CHECK-failure which can be used to trigger a denial of service attack:
import tensorflow as tf
handle = tf.constant("[]", shape=[0], dtype=tf.string)
tf.raw_ops.GetSessionTensor(handle=handle)
The code assumes handle is a scalar but there is no validation for this:
const Tensor& handle = ctx->input(0);
const string& name = handle.scalar<tstring>()();
Patches
We have patched the issue in GitHub commit 48305e8ffe5246d67570b64096a96f8e315a7281.
The fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.
For more information
Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.
Attribution
This vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.
Severity ?
5.5 (Medium)
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"name": "tensorflow"
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],
"aliases": [
"CVE-2022-29191"
],
"database_specific": {
"cwe_ids": [
"CWE-20"
],
"github_reviewed": true,
"github_reviewed_at": "2022-05-24T22:05:59Z",
"nvd_published_at": "2022-05-20T21:15:00Z",
"severity": "MODERATE"
},
"details": "### Impact\nThe implementation of [`tf.raw_ops.GetSessionTensor`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/session_ops.cc#L94-L112) does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack:\n\n```python\nimport tensorflow as tf\n\nhandle = tf.constant(\"[]\", shape=[0], dtype=tf.string)\ntf.raw_ops.GetSessionTensor(handle=handle)\n```\n \nThe code assumes `handle` is a scalar but there is no validation for this:\n \n```cc\n const Tensor\u0026 handle = ctx-\u003einput(0);\n const string\u0026 name = handle.scalar\u003ctstring\u003e()();\n```\n\n### Patches\nWe have patched the issue in GitHub commit [48305e8ffe5246d67570b64096a96f8e315a7281](https://github.com/tensorflow/tensorflow/commit/48305e8ffe5246d67570b64096a96f8e315a7281).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.",
"id": "GHSA-fv25-wrff-wf86",
"modified": "2022-05-24T22:05:59Z",
"published": "2022-05-24T22:05:59Z",
"references": [
{
"type": "WEB",
"url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fv25-wrff-wf86"
},
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2022-29191"
},
{
"type": "WEB",
"url": "https://github.com/tensorflow/tensorflow/commit/48305e8ffe5246d67570b64096a96f8e315a7281"
},
{
"type": "PACKAGE",
"url": "https://github.com/tensorflow/tensorflow"
},
{
"type": "WEB",
"url": "https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/session_ops.cc#L94-L112"
},
{
"type": "WEB",
"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4"
},
{
"type": "WEB",
"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2"
},
{
"type": "WEB",
"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1"
},
{
"type": "WEB",
"url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H",
"type": "CVSS_V3"
}
],
"summary": "Missing validation causes denial of service via `GetSessionTensor`"
}
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Sightings
| Author | Source | Type | Date | Other |
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Nomenclature
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