Adaptive pattern recognition and neural networks
Adaptive pattern recognition and neural networks
An Introduction to Neural Networks
An Introduction to Neural Networks
Information Security Fundamentals
Information Security Fundamentals
Security in Computing (4th Edition)
Security in Computing (4th Edition)
Computer Networking: A Top-Down Approach (4th Edition)
Computer Networking: A Top-Down Approach (4th Edition)
Combinational Method for Face Recognition: Wavelet, PCA and ANN
DICTA '08 Proceedings of the 2008 Digital Image Computing: Techniques and Applications
Network Intrusion Detection System Using Neural Networks
ICNC '08 Proceedings of the 2008 Fourth International Conference on Natural Computation - Volume 05
Password Authentication Using Hopfield Neural Networks
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A remote password authentication scheme for multiserver architecture using neural networks
IEEE Transactions on Neural Networks
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This paper explores recent works in the application of artificial neural network (ANN) for security – namely, network security via intrusion detection systems, and authentication systems This paper highlights a variety of approaches that have been adopted in these two distinct areas of study In the application of intrusion detection systems, ANN has been found to be more effective in detecting known attacks over rule-based system; however, only moderate success has been achieved in detecting unknown attacks For authentication systems, the use of ANN has evolved considerably with hybrid models being developed in recent years Hybrid ANN, combining different variants of ANN or combining ANN with non-AI techniques, has yielded encouraging results in lowering training time and increasing accuracy Results suggest that the future of ANN in the deployment of a secure environment may lie in the development of hybrid models that are responsive for real-world applications.