Daeseon Choi

GNN-Guided Selection of Benign-like Anomalies for Backdoor Attacks Against Network Intrusion Detection Systems

AI-driven network intrusion detection systems (NIDSs) have improved the detection of sophisticated and previously unseen attacks. However, the adoption of machine learning also introduces new attack surfaces, most notably backdoor attacks, in which a model is deliberately poisoned so that it misclassifies inputs carryi...