{"schema_version":"1.9.0","id":"BIT-tensorflow-2022-23594","published":"2024-03-06T11:14:43.924Z","modified":"2026-09-10T16:00:55.085518905Z","aliases":["CVE-2022-23594","GHSA-9x52-887g-fhc2","PYSEC-2026-3157","PYSEC-2026-3309","PYSEC-2026-752"],"summary":"Out of bounds read in Tensorflow","details":"Tensorflow is an Open Source Machine Learning Framework. The TFG dialect of TensorFlow (MLIR) makes several assumptions about the incoming `GraphDef` before converting it to the MLIR-based dialect. If an attacker changes the `SavedModel` format on disk to invalidate these assumptions and the `GraphDef` is then converted to MLIR-based IR then they can cause a crash in the Python interpreter. Under certain scenarios, heap OOB read/writes are possible. These issues have been discovered via fuzzing and it is possible that more weaknesses exist. We will patch them as they are discovered.","affected":[{"package":{"name":"tensorflow","ecosystem":"Bitnami","purl":"pkg:bitnami/tensorflow"},"ranges":[{"type":"SEMVER","events":[{"introduced":"2.7.0"},{"fixed":"2.7.1"}]}],"database_specific":{"source":"https://github.com/bitnami/vulndb/tree/main/data/tensorflow/BIT-tensorflow-2022-23594.json"},"severity":[{"type":"CVSS_V3","score":"CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H"}]}],"references":[{"type":"ADVISORY","url":"https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9x52-887g-fhc2"},{"type":"ADVISORY","url":"https://github.com/tensorflow/tensorflow/tree/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/ir/importexport"},{"type":"WEB","url":"https://nvd.nist.gov/vuln/detail/CVE-2022-23594"}],"database_specific":{"cpes":["cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*","cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*"],"severity":"High"}}