{"cve":"CVE-2022-41897","nvd":{"published":"2022-11-18T22:15:19.060","modified":"2026-06-17T05:04:01.163","status":"Modified","description":"TensorFlow is an open source platform for machine learning. If `FractionMaxPoolGrad` is given outsize inputs `row_pooling_sequence` and `col_pooling_sequence`, TensorFlow will crash. We have patched the issue in GitHub commit d71090c3e5ca325bdf4b02eb236cfb3ee823e927. 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-125"],"references":["https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/fractional_max_pool_op.cc","https://github.com/tensorflow/tensorflow/commit/d71090c3e5ca325bdf4b02eb236cfb3ee823e927","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f2w8-jw48-fr7j","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/fractional_max_pool_op.cc","https://github.com/tensorflow/tensorflow/commit/d71090c3e5ca325bdf4b02eb236cfb3ee823e927"],"products":["google:tensorflow"],"source":"nvd","synced_at":"2026-10-19T21:37:28.463369388+00:00"},"epss":{"cve":"CVE-2022-41897","score":0.00494,"percentile":0.42411,"date":"2026-10-31"},"kev":null,"osv":[{"id":"GHSA-f2w8-jw48-fr7j","url":"https://osv.dev/vulnerability/GHSA-f2w8-jw48-fr7j","summary":"`FractionalMaxPoolGrad` Heap out of bounds read","modified":"2026-07-13T16:42:41.686713904Z","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-2026-3165","url":"https://osv.dev/vulnerability/PYSEC-2026-3165","summary":"`FractionalMaxPoolGrad` Heap out of bounds read","modified":"2026-07-13T16:42:41.686713904Z","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-2026-3313","url":"https://osv.dev/vulnerability/PYSEC-2026-3313","summary":"`FractionalMaxPoolGrad` Heap out of bounds read","modified":"2026-07-13T16:42:41.686713904Z","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-2026-984","url":"https://osv.dev/vulnerability/PYSEC-2026-984","summary":"`FractionalMaxPoolGrad` Heap out of bounds read","modified":"2026-07-13T16:42:41.686713904Z","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."]}