Ron Binoy Mechery

NetBERT: Transformer-Driven Robust Intrusion Detection Across Multi-Domain Network Traffic

Encrypted communication protocols are increasingly being leveraged to evade traditional Intrusion Detection Systems (IDS), particularly through techniques such as DNS tunneling and DNS over HTTPS (DoH).However, the existing frameworks primarily focused on non-encrypted attack traffic and are operated as a black-box mod...