Department of Computer Science - AI/ML Initiatives and Stevens - - PowerPoint PPT Presentation

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Department of Computer Science - AI/ML Initiatives and Stevens - - PowerPoint PPT Presentation

Jan 11, 2024 209 likes •323 views

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

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Giuseppe Ateniese

Department of Computer Science - AI/ML Initiatives and Stevens Institute for Artificial Intelligence

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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)
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  • 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

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Stevens Institute for Artificial Intelligence

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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

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The SIAI Vision:

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ART AND MUSIC

ROBOTICS, PERCEPTION AND HUMAN- MACHINE INTERACTION CYBERSECURITY FOUNDATIONS OF AI AND MACHINE LEARNING COGNITIVE NETWORKING AND COMPUTING

FINTECH SOCIETAL IMPACT

HEALTHCARE AND BIOMED

ENVIRONMENT AND ENERGY

Focus Areas for the

SIAI

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Some Example Projects

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Trustworthy and Private AI

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Security and Privacy in AI/ML Systems

Privacy-preserving Deep Learning

Dataset ML results client

Verifiable Outsourcing of Machine Learning Computations

Goal: Verify if the ML results returned by the cloud are legitimate Goal: Enable multiple data owners to jointly train accurate deep neural network models without sharing their private data.

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PassGAN: A Deep Learning Approach for Password Guessing

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10 source: https://goo.gl/Nw3uc8 source: https://goo.gl/T9ugZ1 source: https://goo.gl/Z44Bzx source: https://goo.gl/NBwAmw

Artificial Intelligence, Slayer of Passwords Artificial Intelligence just made guessing your password a whole lot easier