The approach of arising processing advancements, for example, administration situated design and distributed computing has empowered us to perform business benefits all the more productively and viably. In any case, we actually experience the ill effects of unintended security spillages by unapproved activities in business administrations. Firewalls are the most generally sent security system to guarantee the security of private organizations in many organizations and foundations. The viability of security assurance gave by a firewall chiefly relies upon the nature of strategy designed in the firewall. Shockingly, planning and overseeing firewall approaches are frequently mistake inclined because of the perplexing idea of firewall setups just as the absence of methodical examination instruments and devices. In this paper, we speak to a creative approach abnormality the board structure for firewalls, embracing a standard based division method to recognize strategy irregularities and infer viable peculiarity goals. Specifically, we articulate a network based portrayal procedure, giving an instinctive intellectual sense about strategy inconsistency. We additionally examine a proof-of-idea execution of a representation based firewall strategy investigation instrument called Firewall Anomaly Management Environment (FAME). Moreover, we show how effectively our methodology can find and resolve peculiarities in firewall arrangements through thorough trials.