GitHub Advisoryadvisory · PyPI
GHSA-qjqc-vqcf-5qvj TensorFlow vulnerable to seg fault in `tf.raw_ops.Print`
HIGH
Official page ↗
- Aliases
- CVE-2023-25660
- Ecosystem
- PyPI
- Packages
- tensorflow, tensorflow-cpu, tensorflow-gpu
- Severity
- High
- CVSS vector
- CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
- Weaknesses
- CWE-476
- Reviewed
- 2023-03-24
Affected packages
• PyPI tensorflow: < 2.11.1 → fixed in 2.11.1
• PyPI tensorflow-cpu: < 2.11.1 → fixed in 2.11.1
• PyPI tensorflow-gpu: < 2.11.1 → fixed in 2.11.1
Description
Impact
When the parameter `summarize` of `tf.raw_ops.Print` is zero, the new method `SummarizeArray` will reference to a nullptr, leading to a seg fault.
```python
import tensorflow as tf
tf.raw_ops.Print(input = tf.constant([1, 1, 1, 1],dtype=tf.int32),
data = [[False, False, False, False], [False], [False, False, False]],
message = 'tmp/I',
first_n = 100,
summarize = 0)
```
Patches
We have patched the issue in GitHub commit 6d423b8bcc9aa9f5554dc988c1c16d038b508df1.
The fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.
For more information
Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.
Attribution
This vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team
Related
Alias · CVE (1)
- CVE-2023-25660 TensorFlow is an open source platform for machine learning. vulnerability
Weakness · CWE (1)
- CWE-476 NULL Pointer Dereference weakness