{"cve":"CVE-2022-41899","nvd":{"published":"2022-11-18T22:15:19.817","modified":"2026-06-17T05:04:01.420","status":"Modified","description":"TensorFlow is an open source platform for machine learning. Inputs `dense_features` or `example_state_data` not of rank 2 will trigger a `CHECK` fail in `SdcaOptimizer`. We have patched the issue in GitHub commit 80ff197d03db2a70c6a111f97dcdacad1b0babfa. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.","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","CWE-20"],"references":["https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc","https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc","https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa"],"products":["google:tensorflow"],"source":"nvd","synced_at":"2026-10-19T21:37:28.463369388+00:00"},"epss":{"cve":"CVE-2022-41899","score":0.00494,"percentile":0.42412,"date":"2026-10-31"},"kev":null,"osv":[{"id":"GHSA-27rc-728f-x5w2","url":"https://osv.dev/vulnerability/GHSA-27rc-728f-x5w2","summary":"`CHECK` fail via inputs in `SdcaOptimizer`","modified":"2026-07-13T16:42:32.505206891Z","packages":[{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":["<2.8.4"],"fixed":["2.8.4"]},{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":[">=2.9.0 <2.9.3"],"fixed":["2.9.3"]},{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":[">=2.10.0 <2.10.1"],"fixed":["2.10.1"]},{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":["<2.8.4"],"fixed":["2.8.4"]},{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":["<2.8.4"],"fixed":["2.8.4"]},{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":[">=2.9.0 <2.9.3"],"fixed":["2.9.3"]},{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":[">=2.9.0 <2.9.3"],"fixed":["2.9.3"]},{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":[">=2.10.0 <2.10.1"],"fixed":["2.10.1"]},{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":[">=2.10.0 <2.10.1"],"fixed":["2.10.1"]}]},{"id":"PYSEC-2026-3086","url":"https://osv.dev/vulnerability/PYSEC-2026-3086","summary":"`CHECK` fail via inputs in `SdcaOptimizer`","modified":"2026-07-13T16:42:32.505206891Z","packages":[{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":["<2.8.4",">=2.9.0 <2.9.3",">=2.10.0 <2.10.1"],"fixed":["2.8.4","2.9.3","2.10.1"]}]},{"id":"PYSEC-2026-3264","url":"https://osv.dev/vulnerability/PYSEC-2026-3264","summary":"`CHECK` fail via inputs in `SdcaOptimizer`","modified":"2026-07-13T16:42:32.505206891Z","packages":[{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":["<2.8.4",">=2.9.0 <2.9.3",">=2.10.0 <2.10.1"],"fixed":["2.8.4","2.9.3","2.10.1"]}]},{"id":"PYSEC-2026-941","url":"https://osv.dev/vulnerability/PYSEC-2026-941","summary":"`CHECK` fail via inputs in `SdcaOptimizer`","modified":"2026-07-13T16:42:32.505206891Z","packages":[{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":["<2.8.4",">=2.9.0 <2.9.3",">=2.10.0 <2.10.1"],"fixed":["2.8.4","2.9.3","2.10.1"]}]}],"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."]}