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AVID-2026-R1195
Description
TensorFlow vulnerable to integer overflow in EditDistance (CVE-2023-25662)
Details
TensorFlow is an open source platform for machine learning. Versions prior to 2.12.0 and 2.11.1 are vulnerable to integer overflow in EditDistance. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.
Reason for inclusion in AVID: CVE-2023-25662 describes an integer overflow vulnerability in TensorFlow’s EditDistance, affecting TensorFlow (an ML framework). This is a software supply chain vulnerability in a component used to build/train/deploy AI systems, with explicit CVE details and a fixed version. It is a security vulnerability with potential availability impact per CVSS, and there is sufficient evidence in the report to classify it for AVID curation.
References
- NVD entry
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-7jvm-xxmr-v5cw
- https://github.com/tensorflow/tensorflow/commit/08b8e18643d6dcde00890733b270ff8d9960c56c
Affected or Relevant Artifacts
- Developer: tensorflow
- Deployer: tensorflow
- Artifact Details:
| Type | Name |
|---|---|
| System | tensorflow |
Impact
AVID Taxonomy Categorization
- Risk domains: Security
- SEP subcategories: S0100: Software Vulnerability
- Lifecycle stages: L06: Deployment
CVSS
| Version | 3.1 |
| Vector String | CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H |
| Base Score | 7.5 |
| Base Severity | 🔴 High |
| Attack Vector | NETWORK |
| Attack Complexity | 🟢 Low |
| Privileges Required | NONE |
| User Interaction | NONE |
| Scope | UNCHANGED |
| Confidentiality Impact | NONE |
| Integrity Impact | NONE |
| Availability Impact | 🔴 High |
CWE
| ID | Description |
|---|---|
| CWE-190 | CWE-190: Integer Overflow or Wraparound |
Other information
- Report Type: Advisory
- Credits:
- Date Reported: 2023-03-24
- Version: 0.3.3
- AVID Entry