Comparative analysis: ant lion and whale optimisation algorithms for enhanced android malware detection

Puntos clave

• This research aims to compare the effectiveness of ant lion and whale optimisation algorithms in detecting Android malware.
• Conducted a comparative analysis of ant lion and whale optimisation algorithms.
• Implemented algorithms in an Android malware detection framework.
• Evaluated detection accuracy and performance metrics.
• The whale optimisation algorithm demonstrated a higher detection rate compared to the ant lion algorithm.
• Significant performance differences were observed, favouring whale optimisation in malware detection tasks.

Resumen