{"cve":"CVE-2022-23582","nvd":{"published":"2022-02-04T23:15:14.767","modified":"2026-06-17T04:30:24.557","status":"Modified","description":"Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that `TensorByteSize` would trigger `CHECK` failures. `TensorShape` constructor throws a `CHECK`-fail if shape is partial or has a number of elements that would overflow the size of an `int`. The `PartialTensorShape` constructor instead does not cause a `CHECK`-abort if the shape is partial, which is exactly what this function needs to be able to return `-1`. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, 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:L/UI:N/S:U/C:N/I:N/A:H","score":6.5},"cwes":["CWE-617"],"references":["https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/attr_value_util.cc#L46-L50","https://github.com/tensorflow/tensorflow/commit/c2426bba00a01de6913738df8fa78e0215fcce02","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4j82-5ccr-4r8v","https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/attr_value_util.cc#L46-L50","https://github.com/tensorflow/tensorflow/commit/c2426bba00a01de6913738df8fa78e0215fcce02"],"products":["google:tensorflow"],"source":"nvd","synced_at":"2026-10-19T21:27:20.926095847+00:00"},"epss":{"cve":"CVE-2022-23582","score":0.00789,"percentile":0.56255,"date":"2026-10-31"},"kev":null,"osv":[{"id":"GHSA-4j82-5ccr-4r8v","url":"https://osv.dev/vulnerability/GHSA-4j82-5ccr-4r8v","summary":"`CHECK`-failures in `TensorByteSize` in Tensorflow","modified":"2026-07-13T16:43:53.494350472Z","packages":[{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":["<2.5.3"],"fixed":["2.5.3"]},{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":[">=2.6.0 <2.6.3"],"fixed":["2.6.3"]},{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":[">=2.7.0 <2.7.1"],"fixed":["2.7.1"]},{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":["<2.5.3"],"fixed":["2.5.3"]},{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":[">=2.6.0 <2.6.3"],"fixed":["2.6.3"]},{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":[">=2.7.0 <2.7.1"],"fixed":["2.7.1"]},{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":["<2.5.3"],"fixed":["2.5.3"]},{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":[">=2.6.0 <2.6.3"],"fixed":["2.6.3"]},{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":[">=2.7.0 <2.7.1"],"fixed":["2.7.1"]}]},{"id":"PYSEC-2022-146","url":"https://osv.dev/vulnerability/PYSEC-2022-146","summary":"","modified":"2026-07-13T16:43:53.494350472Z","packages":[{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":["<2.5.3",">=2.6.0 <2.6.3"],"fixed":["2.5.3","2.6.3"]}]},{"id":"PYSEC-2022-91","url":"https://osv.dev/vulnerability/PYSEC-2022-91","summary":"","modified":"2026-07-13T16:43:53.494350472Z","packages":[{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":["<2.5.3",">=2.6.0 <2.6.3"],"fixed":["2.5.3","2.6.3"]}]},{"id":"PYSEC-2026-3100","url":"https://osv.dev/vulnerability/PYSEC-2026-3100","summary":"`CHECK`-failures in `TensorByteSize` in Tensorflow","modified":"2026-07-13T16:43:53.494350472Z","packages":[{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":["<2.5.3",">=2.6.0 <2.6.3",">=2.7.0 <2.7.1"],"fixed":["2.5.3","2.6.3","2.7.1"]}]}],"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."]}