154 citations · 639 across the 138 of their papers we have counts for
16 papers · 1 filter
Defending Against Membership Inference Attacks on Beacon Services
Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin +1
Large genomic datasets are now created through numerous activities, including recreational genealogical investigations, biomedical research, and clinical care. At the same time, ge…
Unfairness Despite Awareness: Group-Fair Classification with Strategic Agents
Andrew Estornell, Sanmay Das, Yang Liu +1
The use of algorithmic decision making systems in domains which impact the financial, social, and political well-being of people has created a demand for these decision making syst…
PROVES: Establishing Image Provenance using Semantic Signatures
Mingyang Xie, Manav Kulshrestha, Shaojie Wang +4
Modern AI tools, such as generative adversarial networks, have transformed our ability to create and modify visual data with photorealistic results. However, one of the deleterious…
Computing an Optimal Pitching Strategy in a Baseball At-Bat
Connor Douglas, Everett Witt, Mia Bendy +1
The field of quantitative analytics has transformed the world of sports over the last decade. To date, these analytic approaches are statistical at their core, characterizing what…
Strategic Remote Attestation: Testbed for Internet-of-Things Devices and Stackelberg Security Game for Optimal Strategies
Shanto Roy, Salah Uddin Kadir, Yevgeniy Vorobeychik +1
Internet of Things (IoT) devices and applications can have significant vulnerabilities, which may be exploited by adversaries to cause considerable harm. An important approach for…
Learning Generative Deception Strategies in Combinatorial Masking Games
Junlin Wu, Charles Kamhoua, Murat Kantarcioglu +1
Deception is a crucial tool in the cyberdefence repertoire, enabling defenders to leverage their informational advantage to reduce the likelihood of successful attacks. One way dec…