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CVE-2025-54949: Heap Buffer Overflow Vulnerability in ExecuTorch Models

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Overview

Today, we will be exploring a significant vulnerability, CVE-2025-54949, that affects the ExecuTorch models prior to the commit ede82493dae6d2d43f8c424e7be4721abe5242be. This vulnerability is particularly alarming due to the potential it has for code execution or triggering other undesirable effects. It is highly prevalent in older versions of the software, making a substantial number of systems susceptible to potential compromise and data leakage.
Given the severity of the CVSS score of 9.8, this vulnerability is a critical concern that requires immediate attention. The potential for system compromise and data leakage highlights the seriousness of this issue, making it crucial for all users to update their systems or implement mitigation measures.

Vulnerability Summary

CVE ID: CVE-2025-54949
Severity: Critical (9.8 CVSS)
Attack Vector: Local
Privileges Required: None
User Interaction: Required
Impact: Potential system compromise or data leakage

Affected Products

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Product | Affected Versions

ExecuTorch | Prior to commit ede82493dae6d2d43f8c424e7be4721abe5242be

How the Exploit Works

This exploit takes advantage of a heap buffer overflow vulnerability in the loading of ExecuTorch models. By sending an improperly formatted model file that exceeds the buffer’s capacity, an attacker can cause the application to overflow its buffer, leading to the execution of malicious code or causing the system to behave unpredictably.

Conceptual Example Code

A conceptual example of this vulnerability might be an attacker sending a malicious model file to the target system. This file would be crafted in such a way that it triggers a buffer overflow when loaded. A sample command might look like this:

$ executorch load --model malicious_model.etm

In this example, “malicious_model.etm” is a model file crafted to cause a buffer overflow in the ExecuTorch software.
Remember, this is a conceptual example and not functional code. The actual exploit would require a deep understanding of the ExecuTorch model format and the specific details of the buffer overflow vulnerability.

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Disclaimer:

The information and code presented in this article are provided for educational and defensive cybersecurity purposes only. Any conceptual or pseudocode examples are simplified representations intended to raise awareness and promote secure development and system configuration practices.

Do not use this information to attempt unauthorized access or exploit vulnerabilities on systems that you do not own or have explicit permission to test.

Ameeba and its authors do not endorse or condone malicious behavior and are not responsible for misuse of the content. Always follow ethical hacking guidelines, responsible disclosure practices, and local laws.
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