Vulnerability · Published Mar 24, 2023 · Assigned by GitHub_M
CVE-2023-27579TensorFlow has Floating Point Exception in TFLite in conv kernel
High 7.5
In plain English
A high-severity security flaw in tensorflow from tensorflow. There are no confirmed reports of exploitation so far. The chance it is exploited in the next 30 days is estimated at 0.4% (higher than 34% of all known vulnerabilities). Fixed versions are available - upgrade the affected package.
Severity (CVSS 3.1)7.5High
Exploit odds (30 days)0.4%top 66.2% of all CVEs
Exploited in the wildNo reportsCISA SSVC: none
Attack toolingNoneno public tooling known
Official description
TensorFlow is an end-to-end open source platform for machine learning. Constructing a tflite model with a paramater `filter_input_channel` of less than 1 gives a FPE. This issue has been patched in version 2.12. TensorFlow will also cherrypick the fix commit on TensorFlow 2.11.1.
Affected packages & fixed versions
| Ecosystem | Package | Fixed in | Advisory |
|---|---|---|---|
| PyPI | tensorflow | 2.11.1 | GHSA-5w96-866f-6rm8 |
| PyPI | tensorflow | 2.11.1 | PYSEC-2026-3111 |
| PyPI | tensorflow-cpu | 2.11.1 | GHSA-5w96-866f-6rm8 |
| PyPI | tensorflow-cpu | 2.11.1 | PYSEC-2026-3279 |
| PyPI | tensorflow-gpu | 2.11.1 | GHSA-5w96-866f-6rm8 |
| PyPI | tensorflow-gpu | 2.11.1 | PYSEC-2026-954 |
Affected products (as reported)
| Vendor | Product | Versions |
|---|---|---|
| tensorflow | tensorflow | < 2.11.1 |
Weakness: CWE-697 · Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H