By Chris Diehl, The Data Guild Our modern world represents an inextricable blend of the cyber and physical domains. Networked devices with sensing and computational capabilities continue to expand the extent of the cyber-physical interface, increasing risks across scales from the individual to the societal level. No longer do we fully understand the extent of what is being collected and assimilated about us. For marginalized populations globally, the consequences of this can be severe. What is the nature of the risk at the level of the individual? How can the data science community respond to improve the current reality? Chris will present some initial thoughts to frame the concerns and outline a way forward.