{"cve":"CVE-2022-41884","nvd":{"published":"2022-11-18T22:15:13.573","modified":"2026-06-17T05:03:59.563","status":"Modified","description":"TensorFlow is an open source platform for machine learning. If a numpy array is created with a shape such that one element is zero and the others sum to a large number, an error will be raised. We have patched the issue in GitHub commit 2b56169c16e375c521a3bc8ea658811cc0793784. 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-670"],"references":["https://github.com/tensorflow/tensorflow/commit/2b56169c16e375c521a3bc8ea658811cc0793784","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-jq6x-99hj-q636","https://github.com/tensorflow/tensorflow/commit/2b56169c16e375c521a3bc8ea658811cc0793784","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-jq6x-99hj-q636"],"products":["google:tensorflow"],"source":"nvd","synced_at":"2026-10-19T21:37:28.463369388+00:00"},"epss":{"cve":"CVE-2022-41884","score":0.0037,"percentile":0.30982,"date":"2026-10-31"},"kev":null,"osv":[{"id":"GHSA-jq6x-99hj-q636","url":"https://osv.dev/vulnerability/GHSA-jq6x-99hj-q636","summary":"Seg fault in `ndarray_tensor_bridge` due to zero and large inputs","modified":"2026-07-13T16:43:28.248921036Z","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-2026-1013","url":"https://osv.dev/vulnerability/PYSEC-2026-1013","summary":"Seg fault in `ndarray_tensor_bridge` due to zero and large inputs","modified":"2026-07-13T16:43:28.248921036Z","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"]}]},{"id":"PYSEC-2026-3208","url":"https://osv.dev/vulnerability/PYSEC-2026-3208","summary":"Seg fault in `ndarray_tensor_bridge` due to zero and large inputs","modified":"2026-07-13T16:43:28.248921036Z","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-2026-3345","url":"https://osv.dev/vulnerability/PYSEC-2026-3345","summary":"Seg fault in `ndarray_tensor_bridge` due to zero and large inputs","modified":"2026-07-13T16:43:28.248921036Z","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"]}]}],"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."]}