AI-Powered Cybercrime Detection: A Comprehensive Review of Machine Learning and Deep Learning Techniques

5 Apr
Posted on Author Neha Rai

AI-Powered Cybercrime Detection: A Comprehensive Review of Machine Learning and Deep Learning Techniques

Authors- Mrs. G.V Rajeswari, I.Charmila, B.Dileep Kumar, L.Tulasi Guru Charan, P.Sri Aditya, A.Neha Sai Sritha

Abstract-This study investigates the application of deep learning and machine learning techniques in cybersecurity for detecting and mitigating cyber threats. It specifically focuses on utilizing Long Short-Term Memory (LSTM) networks and Graph Neural Networks (GNN) to analyse network traffic and system logs, identifying patterns, anomalies, and potential malicious activities. The objective of this research is to strengthen network security and enhance cyber defence mechanisms by leveraging Artificial Intelligence (AI) to address the challenges posed by constantly evolving cyber threats.

DOI: /10.61463/ijset.vol.13.issue2.254