CVE-2021-41216

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Source
https://cve.org/CVERecord?id=CVE-2021-41216
Import Source
https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2021-41216.json
JSON Data
https://api.osv.dev/v1/vulns/CVE-2021-41216
Aliases
Downstream
Related
Published
2021-11-05T23:15:08Z
Modified
2026-08-07T17:02:57Z
Severity
  • 7.8 (High) CVSS_V3 - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H CVSS Calculator
Summary
[none]
Details

TensorFlow is an open source platform for machine learning. In affected versions the shape inference function for Transpose is vulnerable to a heap buffer overflow. This occurs whenever perm contains negative elements. The shape inference function does not validate that the indices in perm are all valid. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, 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
582c8d236cb079023657287c318ff26adb239002
Fixed
64918868e2154b06c7479347a59a4230f785e9fa
Introduced
a4dfb8d1a71385bd6d122e4f27f86dcebb96712d
Fixed
957590ea15cc03ee2e00fc61934647d54836676f
Introduced
919f693420e35d00c8d0a42100837ae3718f7927
Fixed
3aa40c3ce9d16eae296f086bc4ac4d62deb2affc
Introduced
ce35e5c3a8efdb8161c6a85c8fb9ffb5bbdc9ffd
Last Affected
ff68385595088304cf772086b9a259a65b007622
Fixed
c79ba87153ee343401dbe9d1954d7f79e521eb14
Database specific
Show details 
{
    "cpe": [
        "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*"
    ],
    "extracted_events": [
        {
            "introduced": "2.4.0"
        },
        {
            "fixed": "2.4.4"
        },
        {
            "introduced": "2.5.0"
        },
        {
            "fixed": "2.5.2"
        },
        {
            "introduced": "2.6.0"
        },
        {
            "fixed": "2.6.1"
        },
        {
            "introduced": "2.7.0-rc0"
        },
        {
            "last_affected": "2.7.0-rc0"
        },
        {
            "introduced": "2.7.0-rc1"
        },
        {
            "last_affected": "2.7.0-rc1"
        }
    ],
    "source": [
        "CPE_RANGE",
        "CPE_STRING",
        "REFERENCES"
    ]
}

Affected versions

2.*
2.7.0-rc0
2.7.0-rc1
v2.*
v2.4.0
v2.4.1
v2.4.2
v2.4.3
v2.5.0
v2.5.1
v2.6.0
v2.7.0-rc0
v2.7.0-rc1

Database specific

source 
"https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2021-41216.json"
vanir_signatures 
[
    {
        "deprecated": false,
        "digest": {
            "function_hash": "181552256744341066905165177180015404858",
            "length": 1453
        },
        "id": "CVE-2021-41216-672eed02",
        "signature_type": "Function",
        "signature_version": "v1",
        "source": "https://github.com/tensorflow/tensorflow/commit/c79ba87153ee343401dbe9d1954d7f79e521eb14",
        "target": {
            "file": "tensorflow/core/ops/array_ops.cc",
            "function": "TransposeShapeFn"
        }
    },
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            ],
            "threshold": 0.9
        },
        "id": "CVE-2021-41216-bc8be734",
        "signature_type": "Line",
        "signature_version": "v1",
        "source": "https://github.com/tensorflow/tensorflow/commit/c79ba87153ee343401dbe9d1954d7f79e521eb14",
        "target": {
            "file": "tensorflow/core/ops/array_ops.cc"
        }
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]
vanir_signatures_modified 
"2026-08-07T17:02:57Z"