CVE-2022-29201
Missing validation in `QuantizedConv2D` results in undefined behavior in TensorFlow
Severity Score
5.5
*CVSS v3.1
Exploit Likelihood
*EPSS
Affected Versions
*CPE
Public Exploits
1
*Multiple Sources
Exploited in Wild
-
*KEV
Decision
-
*SSVC
Descriptions
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.QuantizedConv2D` does not fully validate the input arguments. In this case, references get bound to `nullptr` for each argument that is empty. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
TensorFlow es una plataforma de código abierto para el aprendizaje automático. En versiones anteriores a 2.9.0, 2.8.1, 2.7.2 y 2.6.4, la implementación de "tf.raw_ops.QuantizedConv2D" no comprobaba completamente los argumentos de entrada. En este caso, las referencias se vinculan a "nullptr" para cada argumento que esté vacío. Las versiones 2.9.0, 2.8.1, 2.7.2 y 2.6.4 contienen un parche para este problema
*Credits:
N/A
CVSS Scores
Attack Vector
Attack Complexity
Privileges Required
User Interaction
Scope
Confidentiality
Integrity
Availability
Attack Vector
Attack Complexity
Authentication
Confidentiality
Integrity
Availability
* Common Vulnerability Scoring System
SSVC
- Decision:-
Exploitation
Automatable
Tech. Impact
* Organization's Worst-case Scenario
Timeline
- 2022-04-13 CVE Reserved
- 2022-05-20 CVE Published
- 2024-08-03 CVE Updated
- 2024-08-03 First Exploit
- 2024-08-11 EPSS Updated
- ---------- Exploited in Wild
- ---------- KEV Due Date
CWE
- CWE-20: Improper Input Validation
- CWE-476: NULL Pointer Dereference
CAPEC
References (7)
| URL | Tag | Source |
|---|---|---|
| https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/quantized_conv_ops.cc | Third Party Advisory | |
| https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 | Release Notes | |
| https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 | Release Notes | |
| https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 | Release Notes | |
| https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 | Release Notes |
| URL | Date | SRC |
|---|---|---|
| https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqhm-4wvf-2jg8 | 2024-08-03 |
| URL | Date | SRC |
|---|---|---|
| https://github.com/tensorflow/tensorflow/commit/0f0b080ecde4d3dfec158d6f60da34d5e31693c4 | 2023-07-21 |
| URL | Date | SRC |
|---|
Affected Vendors, Products, and Versions
| Vendor | Product | Version | Other | Status | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Vendor | Product | Version | Other | Status | <-- --> | Vendor | Product | Version | Other | Status |
| Google Search vendor "Google" | Tensorflow Search vendor "Google" for product "Tensorflow" | < 2.6.4 Search vendor "Google" for product "Tensorflow" and version " < 2.6.4" | - |
Affected
| ||||||
| Google Search vendor "Google" | Tensorflow Search vendor "Google" for product "Tensorflow" | >= 2.7.0 < 2.7.2 Search vendor "Google" for product "Tensorflow" and version " >= 2.7.0 < 2.7.2" | - |
Affected
| ||||||
| Google Search vendor "Google" | Tensorflow Search vendor "Google" for product "Tensorflow" | 2.7.0 Search vendor "Google" for product "Tensorflow" and version "2.7.0" | rc0 |
Affected
| ||||||
| Google Search vendor "Google" | Tensorflow Search vendor "Google" for product "Tensorflow" | 2.7.0 Search vendor "Google" for product "Tensorflow" and version "2.7.0" | rc1 |
Affected
| ||||||
| Google Search vendor "Google" | Tensorflow Search vendor "Google" for product "Tensorflow" | 2.8.0 Search vendor "Google" for product "Tensorflow" and version "2.8.0" | - |
Affected
| ||||||
| Google Search vendor "Google" | Tensorflow Search vendor "Google" for product "Tensorflow" | 2.8.0 Search vendor "Google" for product "Tensorflow" and version "2.8.0" | rc0 |
Affected
| ||||||
| Google Search vendor "Google" | Tensorflow Search vendor "Google" for product "Tensorflow" | 2.8.0 Search vendor "Google" for product "Tensorflow" and version "2.8.0" | rc1 |
Affected
| ||||||
| Google Search vendor "Google" | Tensorflow Search vendor "Google" for product "Tensorflow" | 2.9.0 Search vendor "Google" for product "Tensorflow" and version "2.9.0" | rc0 |
Affected
| ||||||
| Google Search vendor "Google" | Tensorflow Search vendor "Google" for product "Tensorflow" | 2.9.0 Search vendor "Google" for product "Tensorflow" and version "2.9.0" | rc1 |
Affected
| ||||||