6 papers
Toward the Detection of Polyglot Files
Luke Koch, Sean Oesch, Mary Adkisson +3
Standardized file formats play a key role in the development and use of computer software. However, it is possible to abuse standardized file formats by creating a file that is val…
What Clinical Trials Can Teach Us about the Development of More Resilient AI for Cybersecurity
Edmon Begoli, Robert A. Bridges, Sean Oesch +1
Policy-mandated, rigorously administered scientific testing is needed to provide transparency into the efficacy of artificial intelligence-based (AI-based) cyber defense tools for…
The Emperor's New Autofill Framework: A Security Analysis of Autofill on iOS and Android
Sean Oesch, Anuj Gautam, Scott Ruoti
Password managers help users more effectively manage their passwords, encouraging them to adopt stronger passwords across their many accounts. In contrast to desktop systems where…
An Integrated Platform for Collaborative Data Analytics
Sean Oesch, Rob Gillen, Tom Karnowski
While collaboration among data scientists is a key to organizational productivity, data analysts face significant barriers to achieving this end, including data sharing, accessing…
An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center
Sean Oesch, Robert Bridges, Jared Smith +5
Gartner, a large research and advisory company, anticipates that by 2024 80% of security operation centers (SOCs) will use machine learning (ML) based solutions to enhance their op…
That Was Then, This Is Now: A Security Evaluation of Password Generation, Storage, and Autofill in Thirteen Password Managers
Sean Oesch, Scott Ruoti
Password managers have the potential to help users more effectively manage their passwords and address many of the concerns surrounding password-based authentication, however prior…