A Dynamic Security Scheme for OppNets Using Cognitive Computing

Abstract

Opportunistic communication in MANET's reduce resource starvation and enhances the stability of a network by decreasing high routing overhead. But the frequent opportunistic contact among the devices is prone to security threats. This article proposes a novel cognitive opportunistic computing-based security scheme (COSS) to ensure secure in opportunistic network. The COSS provides multilevel security with different levels of severity. It recommends the security-collaboration-sensitivity parameter(ScS) with collaboration- sensitivity parameter for route handling. Based on the recommended ScS, the type of security scheme is derived from the database and is implemented for that transaction. The scheme involves the following processes for security: contact analysis, belief formulation and security collaboration logic. A COSS scheme is applied in a military attack scenario in which nodes are constructed as a hierarchical model with an access control for communication. Experimental results show that the scheme improves performance in terms of convergence time, energy efficiency and reliability.

The Application of Computer-Based Multimedia Technology in Cognitive Computing

“…In the forward transformation of the second-order normal cloud algorithm, n cloud drops are generated through the four digital features of expected value Ex, entropy En, super-entropy He, and cloud drop number n so as to generate cloud clusters that can reflect the conceptual connotation [ 19 ].…”