Google TensorFlow prior 2.4.4/2.5.2/2.6.1/2.7.0 Keras Pooling Layer integer underflow
| CVSS Meta Temp Score | Current Exploit Price (≈) | CTI Interest Score |
|---|---|---|
| 4.8 | $0-$5k | 0.00 |
Summary
A vulnerability was found in Google TensorFlow. It has been declared as problematic. This affects an unknown function of the component Keras Pooling Layer Handler. The manipulation results in integer underflow. This vulnerability is known as CVE-2021-41196. It is possible to launch the attack remotely. No exploit is available. It is recommended to upgrade the affected component.
Details
A vulnerability, which was classified as problematic, was found in Google TensorFlow (Artificial Intelligence Software). Affected is some unknown processing of the component Keras Pooling Layer Handler. The manipulation with an unknown input leads to a integer underflow vulnerability. CWE is classifying the issue as CWE-191. The product subtracts one value from another, such that the result is less than the minimum allowable integer value, which produces a value that is not equal to the correct result. This is going to have an impact on availability.
The weakness was published 11/06/2021 as GHSA-m539-j985-hcr8. The advisory is available at github.com. This vulnerability is traded as CVE-2021-41196 since 09/15/2021. The technical details are unknown and an exploit is not available.
Upgrading to version 2.4.4, 2.5.2, 2.6.1 or 2.7.0 eliminates this vulnerability. Applying the patch 12b1ff82b3f26ff8de17e58703231d5a02ef1b8b is able to eliminate this problem. The bugfix is ready for download at github.com. The best possible mitigation is suggested to be upgrading to the latest version.
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Product
Type
Vendor
Name
License
Website
- Vendor: https://www.google.com/
CPE 2.3
CPE 2.2
CVSSv4
VulDB Vector: 🔍VulDB Reliability: 🔍
CVSSv3
VulDB Meta Base Score: 4.9VulDB Meta Temp Score: 4.8
VulDB Base Score: 4.3
VulDB Temp Score: 4.1
VulDB Vector: 🔍
VulDB Reliability: 🔍
CNA Base Score: 5.5
CNA Vector (GitHub, Inc.): 🔍
CVSSv2
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| Vector | Complexity | Authentication | Confidentiality | Integrity | Availability |
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VulDB Base Score: 🔍
VulDB Temp Score: 🔍
VulDB Reliability: 🔍
Exploiting
Class: Integer underflowCWE: CWE-191 / CWE-189
CAPEC: 🔍
ATT&CK: 🔍
Physical: Partially
Local: Yes
Remote: Yes
Availability: 🔍
Status: Not defined
EPSS Score: 🔍
EPSS Percentile: 🔍
Price Prediction: 🔍
Current Price Estimation: 🔍
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Threat Intelligence
Interest: 🔍Active Actors: 🔍
Active APT Groups: 🔍
Countermeasures
Recommended: UpgradeStatus: 🔍
0-Day Time: 🔍
Upgrade: TensorFlow 2.4.4/2.5.2/2.6.1/2.7.0
Patch: 12b1ff82b3f26ff8de17e58703231d5a02ef1b8b
Timeline
09/15/2021 🔍11/06/2021 🔍
11/06/2021 🔍
11/10/2021 🔍
Sources
Vendor: google.comAdvisory: GHSA-m539-j985-hcr8
Status: Confirmed
Confirmation: 🔍
CVE: CVE-2021-41196 (🔍)
GCVE (CVE): GCVE-0-2021-41196
GCVE (VulDB): GCVE-100-186150
Entry
Created: 11/06/2021 08:34Updated: 11/10/2021 09:00
Changes: 11/06/2021 08:34 (51), 11/10/2021 08:56 (2), 11/10/2021 09:00 (1)
Complete: 🔍
Cache ID: 216::103
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