{"cve":"CVE-2022-36018","nvd":{"published":"2022-09-16T22:15:11.827","modified":"2026-06-17T04:52:45.100","status":"Modified","description":"TensorFlow is an open source platform for machine learning. If `RaggedTensorToVariant` is given a `rt_nested_splits` list that contains tensors of ranks other than one, it results in a `CHECK` fail that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 88f93dfe691563baa4ae1e80ccde2d5c7a143821. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.","cvss_v4":null,"cvss_v3":{"version":"3.1","vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","score":7.5},"cwes":["CWE-617"],"references":["https://github.com/tensorflow/tensorflow/commit/88f93dfe691563baa4ae1e80ccde2d5c7a143821","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m6cv-4fmf-66xf","https://github.com/tensorflow/tensorflow/commit/88f93dfe691563baa4ae1e80ccde2d5c7a143821","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m6cv-4fmf-66xf"],"products":["google:tensorflow"],"source":"nvd","synced_at":"2026-10-19T21:35:14.992143698+00:00"},"epss":{"cve":"CVE-2022-36018","score":0.00462,"percentile":0.4003,"date":"2026-10-31"},"kev":null,"osv":[{"id":"GHSA-m6cv-4fmf-66xf","url":"https://osv.dev/vulnerability/GHSA-m6cv-4fmf-66xf","summary":"TensorFlow vulnerable to `CHECK` fail in `RaggedTensorToVariant`","modified":"2026-07-13T16:43:33.957845939Z","packages":[{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":["<2.7.2"],"fixed":["2.7.2"]},{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":[">=2.8.0 <2.8.1"],"fixed":["2.8.1"]},{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":[">=2.9.0 <2.9.1"],"fixed":["2.9.1"]},{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":["<2.7.2"],"fixed":["2.7.2"]},{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":[">=2.8.0 <2.8.1"],"fixed":["2.8.1"]},{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":[">=2.9.0 <2.9.1"],"fixed":["2.9.1"]},{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":["<2.7.2"],"fixed":["2.7.2"]},{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":[">=2.8.0 <2.8.1"],"fixed":["2.8.1"]},{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":[">=2.9.0 <2.9.1"],"fixed":["2.9.1"]}]},{"id":"PYSEC-2026-1016","url":"https://osv.dev/vulnerability/PYSEC-2026-1016","summary":"TensorFlow vulnerable to `CHECK` fail in `RaggedTensorToVariant`","modified":"2026-07-13T16:43:33.957845939Z","packages":[{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":["<2.7.2",">=2.8.0 <2.8.1",">=2.9.0 <2.9.1"],"fixed":["2.7.2","2.8.1","2.9.1"]}]},{"id":"PYSEC-2026-3212","url":"https://osv.dev/vulnerability/PYSEC-2026-3212","summary":"TensorFlow vulnerable to `CHECK` fail in `RaggedTensorToVariant`","modified":"2026-07-13T16:43:33.957845939Z","packages":[{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":["<2.7.2",">=2.8.0 <2.8.1",">=2.9.0 <2.9.1"],"fixed":["2.7.2","2.8.1","2.9.1"]}]},{"id":"PYSEC-2026-3348","url":"https://osv.dev/vulnerability/PYSEC-2026-3348","summary":"TensorFlow vulnerable to `CHECK` fail in `RaggedTensorToVariant`","modified":"2026-07-13T16:43:33.957845939Z","packages":[{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":["<2.7.2",">=2.8.0 <2.8.1",">=2.9.0 <2.9.1"],"fixed":["2.7.2","2.8.1","2.9.1"]}]}],"attribution":["This product uses the NVD API but is not endorsed or certified by the NVD.","EPSS scores: FIRST Exploit Prediction Scoring System, https://www.first.org/epss","Known exploited vulnerabilities: CISA Known Exploited Vulnerabilities Catalog, https://www.cisa.gov/known-exploited-vulnerabilities-catalog","Package advisories: OSV (https://osv.dev), from the GitHub Advisory Database, PyPA, Go, RustSec and other ecosystem databases, under CC-BY 4.0 or CC0","CVE records: the CVE Program's CVE List (https://www.cve.org), under its terms of use (https://www.cve.org/Legal/TermsOfUse). CVE is a registered trademark of The MITRE Corporation; this product is not affiliated with the CVE Program."]}