Transformer-Based Vulnerability Detection in IoT Firmware Binaries Using Opcode Sequences

Firmware security is critical for maintaining the integrity of embedded systems. However, detecting vulnerabilities in firmware binaries is a challenging task. This is due to the absence of source code, the inherent complexity of binary structures, the diversity of hardware architecture, and the dif...

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Bibliographic Details
Main Authors: M. Nandish, Jalesh Kumar, H. G. Mohan, M. V. Manoj Kumar
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11080410/
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