Program

Algorithms that "Don't See Color": Measuring Biases in Lookalike and Special Ad Audiences (Research Paper)
Piotr Sapiezynski (Northeastern University), Avijit Ghosh (Northeastern University), Levi Kaplan (Northeastern University), Alan Mislove (Northeastern University), Aaron Rieke (Upturn)

Assessing compliance of IAB Europe's TCF v2.0 (Research Proposal)
Paulina Jo Pesch (Karlsruhe Institute of Technology), Cristiana Santos (Utrecht University)

All Things Unequal: Measuring Disparity of Potentially Harmful Ads on Facebook (Research Paper)
Muhammad Ali (Northeastern University), Angelica Goetzen (Max Planck Institute for Software Systems), Alan Mislove (Northeastern University), Elissa Redmiles (Max Planck Institute for Software Systems), Piotr Sapiezynski (Northeastern University)

Consumer Perspectives on Loss of Support for Smart Home Devices (Research Paper)
Julie M. Haney (National Institute of Standards and Technology), Susanne M. Furman (National Institute of Standards and Technology)

Evaluation of User Data Privacy within Tor (Research Proposal)
Sean Meek (University of Denver). Ivan Rodriguez Holguin (University of Denver), Sanchari Das (University of Denver)

The Effects of Digital Literacy, Privacy Self-efficacy, and Privacy Concerns in Young and Older Adults' Privacy Decisions (Research Proposal)
Reza Ghaiumy Anaraky (Clemson University), Marten Risius (The University of Queensland), Bart P. Knijnenburg (Clemson University)

Is Your Privacy Lost in Transition? Analyzing Transitive Disclosure Risks in Open Datasets (Research Proposal)
Kaustav Bhattacharjee (New Jersey Institute of Technology), Akm Islam (New Jersey Institute of Technology), Aritra Dasgupta (New Jersey Institute of Technology)

Investigating the Risks of Client-Side Scanning for the Use Case NeuralHash (Research Paper)
Dominik Hintersdorf (Technical University of Darmstadt), Lukas Struppek (Technical University of Darmstadt), Daniel Neider (Max Planck Institute for Software Systems), Kristian Kersting (Technical University of Darmstadt, Hessian Center for Artificial Intelligence)

Investigating the VPN Recommendation Ecosystem (Research Proposal)
Reethika Ramesh (University of Michigan), Armin Huremagic (University of Michigan), Chad Sharp (University of Michigan), Roya Ensafi (University of Michigan)

Reviews in Motion: A Large Scale, Longitudinal Study of Review Recommendations on Yelp (Research Paper)
Ryan Amos (Princeton University), Roland Maio (Columbia University), Prateek Mittal (Princeton University), Joseph A. Calandrino (Federal Trade Commission)

The Role of Product Reviewers in Evaluating Security and Privacy (Research Proposal)
Wentao Guo (University of Maryland), Jason Walter (University of Maryland), Michelle L. Mazurek (University of Maryland)

Justin Brookman (Consumer Reports)
Hana Habib (Collaboratory Against Hate)
Paul Ohm (Georgetown Law)
Moderator: Joe Calandrino (Federal Trade Commission)