CVE-2020-15210: Segmentation fault in tensorflow-lite
6.5
CVSS Score
3.1
Basic Information
CVE ID
GHSA ID
EPSS Score
0.55337%
CWE
Published
9/25/2020
Updated
10/28/2024
KEV Status
No
Technology
Python
PythonTechnical Details
CVSS Vector
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:L/A:H
| Package Name | Ecosystem | Vulnerable Versions | First Patched Version |
|---|---|---|---|
| tensorflow | pip | < 1.15.4 | 1.15.4 |
| tensorflow | pip | >= 2.0.0, < 2.0.3 | 2.0.3 |
| tensorflow | pip | >= 2.1.0, < 2.1.2 | 2.1.2 |
| tensorflow | pip | = 2.2.0 | 2.2.1 |
| tensorflow | pip | = 2.3.0 | 2.3.1 |
| tensorflow-cpu | pip | < 1.15.4 | 1.15.4 |
| tensorflow-cpu | pip | >= 2.0.0, < 2.0.3 | 2.0.3 |
| tensorflow-cpu | pip | >= 2.1.0, < 2.1.2 | 2.1.2 |
| tensorflow-cpu | pip | = 2.2.0 | 2.2.1 |
| tensorflow-gpu | pip | < 1.15.4 | 1.15.4 |
| tensorflow-gpu | pip | >= 2.0.0, < 2.0.3 | 2.0.3 |
| tensorflow-gpu | pip | >= 2.1.0, < 2.1.2 | 2.1.2 |
| tensorflow-gpu | pip | = 2.2.0 | 2.2.1 |
| tensorflow-cpu | pip | = 2.3.0 | 2.3.1 |
| tensorflow-gpu | pip | = 2.3.0 | 2.3.1 |
Vulnerability Intelligence
Miggo AI
Miggo AIRoot Cause Analysis
The vulnerability stems from missing input/output overlap checks in the node creation process. The commit d58c96946b introduced CheckInputAndOutputForOverlap() and called it from AddNodeWithParameters() for built-in ops. In vulnerable versions, this critical validation was absent in AddNodeWithParameters, allowing dangerous tensor reuse. The function's direct role in operator configuration and the explicit addition of validation in the patch confirm its vulnerability.