Ένα νέο βιβλίο και μια καινούρια ιδέα σχετική με το data mining : ROLE MINING IN BUSINESS, Taming Role-Based Access Control Administration.

Η κεντρική ιδέα του role mining έχει να κάνει με την αυτοματοποίηση του σχεδιασμού ρόλων, οι οποίοι καθορίζονται από προνόμια πρόσβασης και ανάλογες ευθύνες, για τους (εκατοντάδες ή χιλιάδες) χρήστες ενός οργανισμού ή μιας επιχείρησης. Ο τελικός στόχος του role mining είναι να επιτύχει τη βέλτιστη διαχείριση στην ασφάλεια των δεδομένων και της πληροφορίας σε σχέση με τους χρήστες και την πολιτική της επιχείρησης (Ορισμός Role Mining).

Παραθέτουμε σχετικό απόσπασμα από το συγκεκριμένο βιβλίο:

"With continuous growth in the number of information objects and the users that can access these objects, ensuring that access is compliant with company policies has become a big challenge. Role-based Access Control (RBAC) — a policy-neutral access control model that serves as a bridge between academia and industry — is probably the most suitable security model for commercial applications.

Interestingly, role design determines RBAC's cost. When there are hundreds or thousands of users within an organization, with individual functions and responsibilities to be accurately reflected in terms of access permissions, only a well-defined role engineering process allows for significant savings of time and money while protecting data and systems.

Among role engineering approaches, searching through access control systems to find de facto roles embedded in existing permissions is attracting increasing interest. The focus falls on role mining, which is applied data mining techniques to automate — to the extent possible — the role design task.

This book explores existing role mining algorithms and offers insights into the automated role design approaches proposed in the literature. Alongside theory, this book acts as a practical guide for using role mining tools when implementing RBAC. Besides a comprehensive survey of role mining techniques deeply rooted in academic research, this book also provides a summary of the role-based approach, access control concepts and describes a typical role engineering process.

Among the pioneering works on role mining, this book blends business elements with data mining theory, and thus further extends the applications of role mining into business practice. This makes it a useful guide for all academics, IT and business professionals."