Abstract: The topic of the presented investigation is the contemporary threats, that will lead to big problems in the nearest future. The prevention of such threats is impossible without applications of intelligent agents.Even more, the multi-agent system should possess some features of knowledge discovery, web mining, collective evolutionary systems, and other advanced features which are impossible be applied in only one agent. Advantages and disadvantages of synthetic data mining methods are investigated, and obstacles are revealed to their distribution in information security systems. Original results for juxtaposing statistical vs. logical data mining methods aiming at possible evolutionary fusions are described, and recommendations are made on how to build more effective applications of classical and/or presented novel methods: caleidoscope, funnel, puzzle, frontal and contradiction. The usage of ontologies is investigated with the purpose of information transfer by sense in security agent environments or to reduce the computational complexity of practical applications. It is shown that humancentered methods are very suitable for resolutions in case, and often they are based on the usage of dynamic ontologies . Practical aspects of agent applications are discussed at the information security and/or the national security levels. Other cryptography applications, multiple software and e-learning research results are mentioned aiming to show that intelligent and classical technologies should be carefully combined in one software/hardware complex to achieve the goals of the security. It is shown that all the demonstrated advantages may be successfully combined with other known methods and information security techologies.

Key words: agent, knowledge discovery, data mining, web mining, ontology, information security systems, national security, human-centered systems, knowledge management, automation of creative processes, humanmachine brainstorming methods.

Link:

MULTIAGENT APPLICATIONS IN SECURITY SYSTEMS: NEW PROPOSALS AND PERSPECTIVES

Vladimir Jotsov

http://foibg.com/ibs_isc/ibs-16/ibs-16-p10.pdf