CVE-2022-23567

See a problem?
Please try reporting it to the source first.
Source
https://cve.org/CVERecord?id=CVE-2022-23567
Import Source
https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2022-23567.json
JSON Data
https://api.osv.dev/v1/vulns/CVE-2022-23567
Aliases
Downstream
Related
Published
2022-02-03T11:52:48Z
Modified
2026-03-14T11:34:42.587086Z
Severity
  • 6.5 (Medium) CVSS_V3 - CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H CVSS Calculator
Summary
Integer overflows in Tensorflow
Details

Tensorflow is an Open Source Machine Learning Framework. The implementations of Sparse*Cwise* ops are vulnerable to integer overflows. These can be used to trigger large allocations (so, OOM based denial of service) or CHECK-fails when building new TensorShape objects (so, assert failures based denial of service). We are missing some validation on the shapes of the input tensors as well as directly constructing a large TensorShape with user-provided dimensions. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

Database specific 
{
    "cna_assigner": "GitHub_M",
    "osv_generated_from": "https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/23xxx/CVE-2022-23567.json"
}
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
Last affected
957590ea15cc03ee2e00fc61934647d54836676f
Introduced
919f693420e35d00c8d0a42100837ae3718f7927
Last affected
c2363d6d025981c661f8cbecf4c73ca7fbf38caf
Introduced
0 Unknown introduced commit / All previous commits are affected
Last affected
c256c071bb26e1e13b4666d1b3e229e110bc914a
Fixed
1b54cadd19391b60b6fcccd8d076426f7221d5e8
Fixed
e952a89b7026b98fe8cbe626514a93ed68b7c510
Database specific 
{
    "versions": [
        {
            "introduced": "0"
        },
        {
            "last_affected": "2.5.2"
        },
        {
            "introduced": "2.6.0"
        },
        {
            "last_affected": "2.6.2"
        },
        {
            "introduced": "0"
        },
        {
            "last_affected": "2.7.0"
        }
    ]
}

Affected versions

v2.*
v2.6.0
v2.6.1
v2.6.2

Database specific

source 
"https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2022-23567.json"
vanir_signatures 
[
    {
        "signature_version": "v1",
        "target": {
            "file": "tensorflow/core/kernels/sparse_dense_binary_op_shared.cc"
        },
        "source": "https://github.com/tensorflow/tensorflow/commit/1b54cadd19391b60b6fcccd8d076426f7221d5e8",
        "deprecated": false,
        "digest": {
            "line_hashes": [
                "329112339821655467234678885484446163172",
                "200917537200962798156464133499542451942",
                "93952804530195300973089191646651416559",
                "145692087782814623369253849019539369022",
                "71669275472443960695513657539295058767",
                "334193592098768275247851894876572980491",
                "97814909610001963506558513499513243074",
                "175253281997967339495909057590258430398",
                "25498415023939985336341872742274084360"
            ],
            "threshold": 0.9
        },
        "id": "CVE-2022-23567-04c733cd",
        "signature_type": "Line"
    },
    {
        "signature_version": "v1",
        "target": {
            "file": "tensorflow/core/kernels/sparse_dense_binary_op_shared.cc"
        },
        "source": "https://github.com/tensorflow/tensorflow/commit/e952a89b7026b98fe8cbe626514a93ed68b7c510",
        "deprecated": false,
        "digest": {
            "line_hashes": [
                "153645800540628556582481315125814443510",
                "285304630793407900581727599151875448621",
                "17971194195542786995024547036109717373",
                "147633526263460366104972120657428373450"
            ],
            "threshold": 0.9
        },
        "id": "CVE-2022-23567-18b42616",
        "signature_type": "Line"
    }
]