Topic: attack prediction

Deep Learning: An Early Warning System for DDoS Attacks

A novel deep learning approach, using long short-term memory (LSTM) networks, is being developed to forecast DDoS attacks by analyzing historical patterns, shifting cybersecurity from reactive detection to proactive prevention. Research on nearly 200,000 DDoS incidents revealed a near doubling of...