In a world where security threats are constantly evolving, this book is a valuable resource for understanding the dynamic landscape of network security and the role of artificial intelligence in safeguarding our digital ecosystems.
Artificial neural networks.- Initialization of weights values in neural networks.- Convolution neural networks.- Application of artificial intelligence methods in profiling of computer network users.- Profiling users using the random forest algorithm.- Convolutional networks in user profiling.- User profiling using recurrent-convolutional networks.- Detection of network traffic anomalies using OC-NN.