{"cve":"CVE-2022-41888","nvd":{"published":"2022-11-18T22:15:15.203","modified":"2026-06-17T05:04:00.037","status":"Modified","description":"TensorFlow is an open source platform for machine learning. When running on GPU, `tf.image.generate_bounding_box_proposals` receives a `scores` input that must be of rank 4 but is not checked. We have patched the issue in GitHub commit cf35502463a88ca7185a99daa7031df60b3c1c98. 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-20"],"references":["https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc","https://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6x99-gv2v-q76v","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc","https://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98"],"products":["google:tensorflow"],"source":"nvd","synced_at":"2026-10-19T21:37:28.463369388+00:00"},"epss":{"cve":"CVE-2022-41888","score":0.00493,"percentile":0.42342,"date":"2026-10-31"},"kev":null,"osv":[{"id":"GHSA-6x99-gv2v-q76v","url":"https://osv.dev/vulnerability/GHSA-6x99-gv2v-q76v","summary":"FPE in `tf.image.generate_bounding_box_proposals`","modified":"2026-07-13T16:43:21.372717113Z","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-2026-3124","url":"https://osv.dev/vulnerability/PYSEC-2026-3124","summary":"FPE in `tf.image.generate_bounding_box_proposals`","modified":"2026-07-13T16:43:21.372717113Z","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-2026-3288","url":"https://osv.dev/vulnerability/PYSEC-2026-3288","summary":"FPE in `tf.image.generate_bounding_box_proposals`","modified":"2026-07-13T16:43:21.372717113Z","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-2026-962","url":"https://osv.dev/vulnerability/PYSEC-2026-962","summary":"FPE in `tf.image.generate_bounding_box_proposals`","modified":"2026-07-13T16:43:21.372717113Z","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."]}