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Abstract The thesis is divided into six chapters as listed below: Chapter 1 This chapter introduces the thesis by presenting the research motivations, objectives, challenges, methodology, and thesis organization. Chapter 2 This chapter presents an overview about the Driver drowsiness detection systems and gives an introduction to differential privacy technique Chapter 3 This chapter presents the definitions and algorithms needed to create a differentially private drowsiness detection system. Chapter 4 This chapter explains the implementation details of applying bLOM algorithm to driver yawning detection system. Chapter 5 This chapter discusses the experimental results for the application of bLOM algorithm. Chapter 6 This chapter ends the thesis by conclusion and the expected future work. |