{"cve":"CVE-2022-23590","nvd":{"published":"2022-02-04T23:15:15.200","modified":"2026-06-17T04:30:25.687","status":"Modified","description":"Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.","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-754"],"references":["https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567","https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278","https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567","https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439"],"products":["google:tensorflow"],"source":"nvd","synced_at":"2026-10-19T21:27:20.926095847+00:00"},"epss":{"cve":"CVE-2022-23590","score":0.00981,"percentile":0.6228,"date":"2026-11-01"},"kev":null,"osv":[{"id":"GHSA-pqrv-8r2f-7278","url":"https://osv.dev/vulnerability/GHSA-pqrv-8r2f-7278","summary":"Crash due to erroneous `StatusOr` in TensorFlow","modified":"2026-07-13T16:43:03.213587788Z","packages":[{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":["<2.7.1"],"fixed":["2.7.1"]},{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":["<2.7.1"],"fixed":["2.7.1"]},{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":["<2.7.1"],"fixed":["2.7.1"]}]},{"id":"PYSEC-2022-154","url":"https://osv.dev/vulnerability/PYSEC-2022-154","summary":"","modified":"2026-07-13T16:43:03.213587788Z","packages":[{"ecosystem":"PyPI","name":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","ranges":["<2.7.1"],"fixed":["2.7.1"]}]},{"id":"PYSEC-2022-99","url":"https://osv.dev/vulnerability/PYSEC-2022-99","summary":"","modified":"2026-07-13T16:43:03.213587788Z","packages":[{"ecosystem":"PyPI","name":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","ranges":["<2.7.1"],"fixed":["2.7.1"]}]},{"id":"PYSEC-2026-3225","url":"https://osv.dev/vulnerability/PYSEC-2026-3225","summary":"Crash due to erroneous `StatusOr` in TensorFlow","modified":"2026-07-13T16:43:03.213587788Z","packages":[{"ecosystem":"PyPI","name":"tensorflow","purl":"pkg:pypi/tensorflow","ranges":["<2.7.1"],"fixed":["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."]}