{"cve":"CVE-2022-35996","nvd":{"published":"2022-09-16T23:15:10.407","modified":"2026-06-17T04:52:42.243","status":"Modified","description":"TensorFlow is an open source platform for machine learning. If `Conv2D` is given empty `input` and the `filter` and `padding` sizes are valid, the output is all-zeros. This causes division-by-zero floating point exceptions that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 611d80db29dd7b0cfb755772c69d60ae5bca05f9. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.","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-369"],"references":["https://github.com/tensorflow/tensorflow/commit/611d80db29dd7b0cfb755772c69d60ae5bca05f9","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-q5jv-m6qw-5g37","https://github.com/tensorflow/tensorflow/commit/611d80db29dd7b0cfb755772c69d60ae5bca05f9","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-q5jv-m6qw-5g37"],"products":["google:tensorflow"],"source":"nvd","synced_at":"2026-10-19T21:35:14.992143698+00:00"},"epss":{"cve":"CVE-2022-35996","score":0.00478,"percentile":0.41245,"date":"2026-11-01"},"kev":null,"osv":[{"id":"GHSA-q5jv-m6qw-5g37","url":"https://osv.dev/vulnerability/GHSA-q5jv-m6qw-5g37","summary":"TensorFlow vulnerable to floating point exception in `Conv2D`","modified":"2026-07-13T16:42:44.528894031Z","packages":[{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":["<2.7.2"],"fixed":["2.7.2"]},{"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":["<2.7.2"],"fixed":["2.7.2"]},{"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-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":["<2.7.2"],"fixed":["2.7.2"]},{"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-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":[">=2.9.0 <2.9.1"],"fixed":["2.9.1"]}]},{"id":"PYSEC-2026-1029","url":"https://osv.dev/vulnerability/PYSEC-2026-1029","summary":"TensorFlow vulnerable to floating point exception in `Conv2D`","modified":"2026-07-13T16:42:44.528894031Z","packages":[{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":["<2.7.2",">=2.8.0 <2.8.1",">=2.9.0 <2.9.1"],"fixed":["2.7.2","2.8.1","2.9.1"]}]},{"id":"PYSEC-2026-3228","url":"https://osv.dev/vulnerability/PYSEC-2026-3228","summary":"TensorFlow vulnerable to floating point exception in `Conv2D`","modified":"2026-07-13T16:42:44.528894031Z","packages":[{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":["<2.7.2",">=2.8.0 <2.8.1",">=2.9.0 <2.9.1"],"fixed":["2.7.2","2.8.1","2.9.1"]}]},{"id":"PYSEC-2026-3361","url":"https://osv.dev/vulnerability/PYSEC-2026-3361","summary":"TensorFlow vulnerable to floating point exception in `Conv2D`","modified":"2026-07-13T16:42:44.528894031Z","packages":[{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":["<2.7.2",">=2.8.0 <2.8.1",">=2.9.0 <2.9.1"],"fixed":["2.7.2","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."]}