Department of Computer Science - AI/ML Initiatives and Stevens Institute for Artificial Intelligence Giuseppe Ateniese
AI@CS: Opportunity for Growth/Improvement • Grow educational offerings in AI/ML and Data Science – New PhD program in DS (Fall 2018, Business School) – MS program in ML (Spring 2019) – Extend collaborations with other Departments and Schools • New Master in Applied AI (ECE) • New Master in Data Science (Math) • Better integrated with the Business School • Large and collaborative research efforts in AI/ML • Hiring top faculty in AI/ML • New building! (Summer 2019)
Stevens Institute for Artificial Intelligence • Founded in March 2018 • About 50 faculty spanning all academic units in the university • School of Engineering and Science • School of Systems & Enterprises • School of Business • College of Arts and Letters • Inter-disciplinary research • Faculty funded by: NSF, NIH, DoD, Industry, Foundations 3
The SIAI Vision: SIAI envisions the exploration of opportunities to advance AI and machine learning to serve humanity and to improve disciplines such as healthcare, business operations, the workplace and education 4
ENVIRONMENT COGNITIVE Focus AND NETWORKING AND ENERGY COMPUTING FINTECH ART AND Areas MUSIC CYBERSECURITY for the ROBOTICS, SOCIETAL PERCEPTION IMPACT AND HUMAN- MACHINE INTERACTION SIAI FOUNDATIONS OF AI AND HEALTHCARE MACHINE LEARNING AND BIOMED
Some Example Projects 6
Trustworthy and Private AI
Security and Privacy in AI/ML Systems Privacy-preserving Deep Learning Goal: Enable multiple data owners to jointly train accurate deep neural network models without sharing their private data. Verifiable Outsourcing of Machine Learning Computations Dataset Goal: Verify if the ML results returned by the cloud are legitimate ML results client
PassGAN: A Deep Learning Approach for Password Guessing
Artificial Intelligence, Slayer of Passwords Artificial Intelligence just made guessing your password a whole lot easier source: https://goo.gl/Nw3uc8 source: https://goo.gl/Z44Bzx source: https://goo.gl/NBwAmw 10 source: https://goo.gl/T9ugZ1
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