{"cve":"CVE-2022-41885","nvd":{"published":"2022-11-18T22:15:14.147","modified":"2026-06-17T05:03:59.680","status":"Modified","description":"TensorFlow is an open source platform for machine learning. When `tf.raw_ops.FusedResizeAndPadConv2D` is given a large tensor shape, it overflows. We have patched the issue in GitHub commit d66e1d568275e6a2947de97dca7a102a211e01ce. 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-131"],"references":["https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conv_ops_fused_image_transform.cc","https://github.com/tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102a211e01ce","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcx","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conv_ops_fused_image_transform.cc","https://github.com/tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102a211e01ce"],"products":["google:tensorflow"],"source":"nvd","synced_at":"2026-10-19T21:37:28.463369388+00:00"},"epss":{"cve":"CVE-2022-41885","score":0.00472,"percentile":0.40865,"date":"2026-10-31"},"kev":null,"osv":[{"id":"GHSA-762h-vpvw-3rcx","url":"https://osv.dev/vulnerability/GHSA-762h-vpvw-3rcx","summary":"Overflow in `FusedResizeAndPadConv2D`","modified":"2026-07-13T16:42:44.721329606Z","packages":[{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":["<2.7.4"],"fixed":["2.7.4"]},{"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":["<2.7.4"],"fixed":["2.7.4"]},{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":["<2.7.4"],"fixed":["2.7.4"]},{"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-gpu","purl":"pkg:pypi/tensorflow-gpu","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":[">=2.9.0 <2.9.1"],"fixed":["2.9.1"]}]},{"id":"PYSEC-2026-3126","url":"https://osv.dev/vulnerability/PYSEC-2026-3126","summary":"Overflow in `FusedResizeAndPadConv2D`","modified":"2026-07-13T16:42:44.721329606Z","packages":[{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":["<2.7.4",">=2.8.0 <2.8.1",">=2.9.0 <2.9.1"],"fixed":["2.7.4","2.8.1","2.9.1"]}]},{"id":"PYSEC-2026-3290","url":"https://osv.dev/vulnerability/PYSEC-2026-3290","summary":"Overflow in `FusedResizeAndPadConv2D`","modified":"2026-07-13T16:42:44.721329606Z","packages":[{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":["<2.7.4",">=2.8.0 <2.8.1",">=2.9.0 <2.9.1"],"fixed":["2.7.4","2.8.1","2.9.1"]}]},{"id":"PYSEC-2026-964","url":"https://osv.dev/vulnerability/PYSEC-2026-964","summary":"Overflow in `FusedResizeAndPadConv2D`","modified":"2026-07-13T16:42:44.721329606Z","packages":[{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":["<2.7.4",">=2.8.0 <2.8.1",">=2.9.0 <2.9.1"],"fixed":["2.7.4","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."]}