The Federated Cyber Defense System (FCDS), its architecture, protocols and security mechanisms, are quite relevant to the current environment. Cyber forces, refers to cultivated personnel’s that can perform network computer operations and hold cyber security technology such as cyber intelligence collection, cyber-attack, cyber defense, and cyber forensics. Cyber intelligence capability includes cyber surveillance/reconnaissance, cyber order of battle and cyber damage assessment. Technical- socio framework encompasses the cyber security warning systems. A real-time intrusion detection system that changes its behavior according to the patterns occurred in the new received data, the framework uses a semi rule-based approach to classification in order to make the model more understandable for human experts and facilitate the user interference in the learning process.