APPARATUS AND A METHOD FOR GENERATING AN ADAPTIVE SECURITY MODEL CAPABLE OF COMBINING AND REPEATING ADAPTIVELY TRAINING AND DYNAMICALLY CLUSTERING OPERATIONS

摘要

PURPOSE: An apparatus and a method for generating an adaptive security model are provided to reset the security model and rapidly detecting new attaching types by dynamically reflecting the characteristic of data.;CONSTITUTION: An adaptively training part(100) generates an initial security model with respect to input data input from a learning process and an online process through communication network. A dynamically clustering part(102) reflects the characteristic of the input data and continuously reset the initial security model. The adaptively training part responds the input data with a unit with weight vectors using a first unsupervised algorithm and generates a map composed of the unit with the weight vectors.;COPYRIGHT KIPO 2012