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NetShield is an end-to-end Network Intrusion Detection System (NIDS) that uses a hierarchical machine-learning architecture to detect malicious network traffic and identify its attack category. Note: ...

Phan Le Thanh Hung AI Engineer Challenge 2 and Challenge 3 AI/model ownership: driver-state prediction from cabin/driver signals, 5-class state output, model artifact validation, risk-scoring/fusion ...