AI-Driven Threat Detection and Response Systems in Cybersecurity: A Survey
B M Chandrakala, Annapurna P Patil, Girija R, Girija R, Krupashankari S. Sandyal, Atish Pokale, Manvitha P Manoj M, Muhammed Fahad · 2025
Cyber threats are becoming increasingly sophisticated and frequent, challenging traditional security measures.AI-driven threat detection and response systems utilize machine learning (ML) and deep learning (DL) to analyze vast datasets, detect patterns, and identify anomalies indicative of cyberattacks.These systems offer unmatched speed, adaptability, and accuracy, enabling real-time detection of both known and emerging threats.methods while addressing challenges such as false positives, data privacy, and the need for extensive training datasets.Ongoing research and innovation are crucial to enhancing AI-driven security solutions.