Vulnerability · Published Mar 24, 2023 · Assigned by GitHub_M
CVE-2023-25672TensorFlow has Null Pointer Error in LookupTableImportV2
High 7.5
In plain English
A high-severity null pointer dereference 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 30% 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 69.9% of all CVEs
Exploited in the wildNo reportsCISA SSVC: none
Attack toolingNoneno public tooling known
Official description
TensorFlow is an open source platform for machine learning. The function `tf.raw_ops.LookupTableImportV2` cannot handle scalars in the `values` parameter and gives an NPE. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.
Affected packages & fixed versions
| Ecosystem | Package | Fixed in | Advisory |
|---|---|---|---|
| PyPI | tensorflow | 2.11.1 | GHSA-94mm-g2mv-8p7r |
| PyPI | tensorflow | 2.11.1 | PYSEC-2026-3143 |
| PyPI | tensorflow-cpu | 2.11.1 | GHSA-94mm-g2mv-8p7r |
| PyPI | tensorflow-cpu | 2.11.1 | PYSEC-2026-3301 |
| PyPI | tensorflow-gpu | 2.11.1 | GHSA-94mm-g2mv-8p7r |
| PyPI | tensorflow-gpu | 2.11.1 | PYSEC-2026-973 |
Affected products (as reported)
| Vendor | Product | Versions |
|---|---|---|
| tensorflow | tensorflow | < 2.11.1 |
Weakness: CWE-476 · Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H