{"cve":"CVE-2022-41889","nvd":{"published":"2022-11-18T22:15:15.667","modified":"2026-06-17T05:04:00.150","status":"Modified","description":"TensorFlow is an open source platform for machine learning. If a list of quantized tensors is assigned to an attribute, the pywrap code fails to parse the tensor and returns a `nullptr`, which is not caught. An example can be seen in `tf.compat.v1.extract_volume_patches` by passing in quantized tensors as input `ksizes`. We have patched the issue in GitHub commit e9e95553e5411834d215e6770c81a83a3d0866ce. 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-476"],"references":["https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc","https://github.com/tensorflow/tensorflow/commit/e9e95553e5411834d215e6770c81a83a3d0866ce","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xxcj-rhqg-m46g","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc","https://github.com/tensorflow/tensorflow/commit/e9e95553e5411834d215e6770c81a83a3d0866ce"],"products":["google:tensorflow"],"source":"nvd","synced_at":"2026-10-19T21:37:28.463369388+00:00"},"epss":{"cve":"CVE-2022-41889","score":0.00451,"percentile":0.39173,"date":"2026-10-31"},"kev":null,"osv":[{"id":"GHSA-xxcj-rhqg-m46g","url":"https://osv.dev/vulnerability/GHSA-xxcj-rhqg-m46g","summary":"Segfault via invalid attributes in `pywrap_tfe_src.cc`","modified":"2026-07-13T16:42:40.590143449Z","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-2026-1050","url":"https://osv.dev/vulnerability/PYSEC-2026-1050","summary":"Segfault via invalid attributes in `pywrap_tfe_src.cc`","modified":"2026-07-13T16:42:40.590143449Z","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-2026-3262","url":"https://osv.dev/vulnerability/PYSEC-2026-3262","summary":"Segfault via invalid attributes in `pywrap_tfe_src.cc`","modified":"2026-07-13T16:42:40.590143449Z","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-2026-3384","url":"https://osv.dev/vulnerability/PYSEC-2026-3384","summary":"Segfault via invalid attributes in `pywrap_tfe_src.cc`","modified":"2026-07-13T16:42:40.590143449Z","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."]}