Doctor of Philosophy
Electrical and Computer Engineering
Hamada H. Ghenniwa
A new form of computation is emerging rapidly with cloud computing, mobile computing, wearable computing and the Internet-of-Things. All can be characterized as a class of “Cooperative Distributed Systems” (CDS) in open environment. A major driver of the growth is the exponential adoption by people and organizations within all aspects of their day-to-day matters. In this context, users’ requirements for privacy protection are becoming essential and complex beyond the traditional approaches. This requires a formal treatment of “privacy” as a fundamental computation concept in CDS paradigm.
The objective is to develop a comprehensive formal model for “privacy” as base to build a CDS based framework and platform in which various applications allow users to enjoy the comprehensive services in open environments while protecting their privacy seamlessly. To this end, this thesis presents a novel way of understudying, modeling and analyzing privacy concerns in CDS. A formal foundations and model of privacy is developed within the context of information management. This served as a base for developing a privacy protection management framework for CDS. It includes a privacy-aware agent model for CDS platform with the ability to support interaction-based privacy protection.
The feasibility of the proposed models has been demonstrated by developing an agent-based CDS platform using JIAC framework and a privacy-based Contract Net Protocol. It also included the application scenarios for the framework for privacy protection is Internet-of-Tings, cloud-based resource scheduling and personal assistance.
Samani, Afshan, "Privacy in Cooperative Distributed Systems: Modeling and Protection Framework" (2015). Electronic Thesis and Dissertation Repository. 2777.