MAIA - Malware Analysis and Intelligence Assistant

As cyber threats become more complex, the need for innovative tools in cybersecurity is paramount. MAIA (Malware Analysis and Intelligence Assistant), addresses this demand by automating malware reverse engineering to enhance threat analysis capabilities. It integrates advanced unpacking techniques, decompilation using Ghidra, and artificial intelligence analysis allowing for an indepth understanding of its structure, behaviors, and concealed functions. By enabling detailed static analysis and AI-driven insights, it assists cybersecurity teams in rapidly identifying and countering malicious tactics. Through comprehensive report generation and an interactive user interface, it equips cybersecurity professionals with actionable data to strengthen digital defenses. MAIA exemplifies the integration of AI with traditional malware analysis, aiming to bolster proactive threat mitigation and incident response efforts.

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Publication Details

Published
2025-02-21
DOI
https://doi.org/10.1109/mpseciceta64837.2025.11118682
Primary Topic
Advanced Malware Detection Techniques
Type
article
Field-Weighted Citation Impact
0.00
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MAIA - Malware Analysis and Intelligence Assistant

Sulalah Mirkar, Praveen K. Shukla, Puru Singhvi, Heli Vijay Naliapara
Advanced Malware Detection Techniques
article

MAIA - Malware Analysis and Intelligence Assistant

Sulalah Mirkar, Praveen K. Shukla, Puru Singhvi, Heli Vijay Naliapara
article en

Abstract

As cyber threats become more complex, the need for innovative tools in cybersecurity is paramount. MAIA (Malware Analysis and Intelligence Assistant), addresses this demand by automating malware reverse engineering to enhance threat analysis capabilities. It integrates advanced unpacking techniques, decompilation using Ghidra, and artificial intelligence analysis allowing for an indepth understanding of its structure, behaviors, and concealed functions. By enabling detailed static analysis and AI-driven insights, it assists cybersecurity teams in rapidly identifying and countering malicious tactics. Through comprehensive report generation and an interactive user interface, it equips cybersecurity professionals with actionable data to strengthen digital defenses. MAIA exemplifies the integration of AI with traditional malware analysis, aiming to bolster proactive threat mitigation and incident response efforts.

Narsee Monjee Institute of Management Studies (IN)
Decent work and economic growth
Openalex Percentile: Top 74%
Advanced Malware Detection Techniques
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