CVE-2022-23560
Assigner: GitHub_M
Published: 2022-02-04T22:32:36
State: PUBLISHED
affected: product: tensorflow
vendor: tensorflow
versions: status: affected
version: >= 2.7.0, < 2.7.1
status: affected
version: >= 2.6.0, < 2.6.3
status: affected
version: < 2.5.3
descriptions: value: Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would allow limited reads and writes outside of arrays in TFLite. This exploits missing validation in the conversion from sparse tensors to dense tensors. The fix is 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. Users are advised to upgrade as soon as possible.
metrics: cvssV3_1: attackComplexity: LOW
attackVector: NETWORK
availabilityImpact: HIGH
baseScore: 8.8
baseSeverity: HIGH
confidentialityImpact: HIGH
integrityImpact: HIGH
privilegesRequired: LOW
scope: UNCHANGED
userInteraction: NONE
vectorString: CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
version: 3.1
problemTypes: descriptions: cweId: CWE-125
description: CWE-125: Out-of-bounds Read
type: CWE
descriptions: cweId: CWE-787
description: CWE-787: Out-of-bounds Write
type: CWE
source: advisory: GHSA-4hvf-hxvg-f67v
discovery: UNKNOWN
title: Read and Write outside of bounds in TFLite