Data Mining for Cyber Security

Mariagrazia Fugini

Area di ricerca: Sistemi informativi

Cyber Security, Risk, Rules Mining

We want to develop concepts and tools about adaptive cyber security for areas where risks andemergencies need to be managed and may require modifying authorizations dynamically due to risks. In scenarios where risks may occur, cyber security has to be managed dynamically granting and revoking access rights according to the needs-to-save Safety of Smart cyberspaces. The project will develop a model of cyber security and a system for risk for Cyber Resources in the Smart Cyberspace. A spatial description allows for resource localization in the affected areas, and a set of physical and logical identifiers permits dynamic regulation of cyber access to them according to security and risk policies, combined together. Data Mining techniques are explored to support the analysis of issues leading to e.g., fraud detection and unwanted access to systems, e.g.,  violations of access  or privacy policies.

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