CVE-2021-29584

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Source
https://cve.org/CVERecord?id=CVE-2021-29584
Import Source
https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2021-29584.json
JSON Data
https://api.osv.dev/v1/vulns/CVE-2021-29584
Aliases
Related
Published
2021-05-14T20:15:14.490Z
Modified
2026-03-13T22:01:39.914840Z
Severity
  • 5.5 (Medium) CVSS_V3 - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H CVSS Calculator
Summary
[none]
Details

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a denial of service via a CHECK-fail in caused by an integer overflow in constructing a new tensor shape. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/0908c2f2397c099338b901b067f6495a5b96760b/tensorflow/core/kernels/sparsesplitop.cc#L66-L70) builds a dense shape without checking that the dimensions would not result in overflow. The TensorShape constructor(https://github.com/tensorflow/tensorflow/blob/6f9896890c4c703ae0a0845394086e2e1e523299/tensorflow/core/framework/tensorshape.cc#L183-L188) uses a CHECK operation which triggers when InitDims(https://github.com/tensorflow/tensorflow/blob/6f9896890c4c703ae0a0845394086e2e1e523299/tensorflow/core/framework/tensorshape.cc#L212-L296) returns a non-OK status. This is a legacy implementation of the constructor and operations should use BuildTensorShapeBase or AddDimWithStatus to prevent CHECK-failures in the presence of overflows. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.

References

Affected packages

Git / github.com/tensorflow/tensorflow

Affected ranges

Type
GIT
Repo
https://github.com/tensorflow/tensorflow
Events
Introduced
0 Unknown introduced commit / All previous commits are affected
Fixed
0931ea3d985bb9c8fdd054a5e29c4129623c849b
Introduced
2b96f3662bd776e277f86997659e61046b56c315
Fixed
cfe0c80169ae984bcdc99ff6de7444164aaa8e07
Introduced
b36436b087bd8e8701ef51718179037cccdfc26e
Fixed
3929ffacfbef7c431e8397920d040aaf47acff19
Introduced
582c8d236cb079023657287c318ff26adb239002
Fixed
1923123d32ea41d92b70a27a3f6ecf0763b56f6c
Fixed
4c0ee937c0f61c4fc5f5d32d9bb4c67428012a60
Database specific 
{
    "versions": [
        {
            "introduced": "0"
        },
        {
            "fixed": "2.1.4"
        },
        {
            "introduced": "2.2.0"
        },
        {
            "fixed": "2.2.3"
        },
        {
            "introduced": "2.3.0"
        },
        {
            "fixed": "2.3.3"
        },
        {
            "introduced": "2.4.0"
        },
        {
            "fixed": "2.4.2"
        }
    ]
}

Database specific

vanir_signatures 
[
    {
        "signature_type": "Line",
        "deprecated": false,
        "id": "CVE-2021-29584-f001dc3c",
        "target": {
            "file": "tensorflow/core/kernels/sparse_split_op.cc"
        },
        "digest": {
            "threshold": 0.9,
            "line_hashes": [
                "332391295713713710034880415121405486668",
                "307198896444852809788392920703043834320",
                "47570789246711360801307784346144220319",
                "176650197302750695380675494558326600076",
                "186404323383547783247107456174969450132",
                "215268358908790864495675904466393539806",
                "209306889157926988675643631102727045771",
                "296166053845383882065631514845143304852"
            ]
        },
        "signature_version": "v1",
        "source": "https://github.com/tensorflow/tensorflow/commit/4c0ee937c0f61c4fc5f5d32d9bb4c67428012a60"
    }
]
source 
"https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2021-29584.json"