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Explore the critical intersection of privacy and data science in this thought-provoking 57-minute lecture delivered by Harvard University's Cynthia Dwork at the 2018 Joint Mathematics Meetings. Delve into the challenges and implications of maintaining individual privacy in an era of abundant data collection and analysis. Gain insights into cutting-edge mathematical approaches and ethical considerations surrounding data privacy, as Dwork presents her research and perspectives on this increasingly relevant topic in the digital age.