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Events for November 18, 2021
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CS Colloquium: Luis Garcia (USC ISI) - Use What You Know: Leveraging Semantics to Trust Learning-enabled Cyber-physical Systems
Thu, Nov 18, 2021 @ 11:00 AM - 12:00 PM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Luis Garcia, USC
Talk Title: Use What You Know: Leveraging Semantics to Trust Learning-enabled Cyber-physical Systems
Abstract: The integration of autonomous cyber-physical systems (CPS) in society that interface with humans necessitates assurances for safety, security, and privacy. Traditional CPS research thrusts in this space have typically focused on closed-loop, deterministic models with relatively low-dimensional physics. With the artificial intelligence renaissance, deep learning models have enabled the utility of large amounts of data stemming from heterogeneous, distributed, and cyber-physical Internet-of-Things (IoT) networks. We are witnessing the emergence of performant cyber-physical systems whose interactions are poorly understood and rapidly evolving despite widespread adoption. My recent research explores how a semantic understanding of a deep learning model's environment can be leveraged to not only provide guarantees but also to enhance the reasoning power of a deep learning model. Neural-symbolic approaches that combine human logic with deep learning lie at the frontier of human-machine teaming in distributed and heterogenous IoT environments. My research aims to answer the following questions: 1) How can we design neural-symbolic frameworks that are semantically conscious of their subsuming cyber-physical systems? 2) In distributed and heterogeneous IoT environments enabled with such neural-symbolic frameworks, what are the correct programming abstractions that need to be exposed to developers? 3) How can we defend against collateral safety, security, and privacy threats that will subsequently be exposed by semantically aware, sensor-rich, adaptive, and distributed heterogeneous IoT environments? This talk will provide an overview of my research with an emphasis on the latter question of safety, security, and privacy threats in this space.
This lecture satisfies requirements for CSCI 591: Research Colloquium
Join Zoom Meeting
https://usc.zoom.us/j/99126118128?pwd=YytHUzJzSWxObVdpOFphdG9KVDVvZz09
Meeting ID: 991 2611 8128
Biography: Luis Garcia joined USC ISI's Networking and Cybersecurity Division as a Research Computer Scientists in June 2020. He was previously a Postdoctoral Scholar in the Networked and Embedded Systems Laboratory (NESL) in the University of California, Los Angeles (UCLA) Electrical and Computer Engineering Department since 2018. His research interests include the safety and security of learning-enabled cyber-physical systems, malware analysis and reverse engineering, industrial control system security and verification, as well as broad interests in novel applications of machine learning. He obtained his Ph.D. in Computer Engineering with a Cyber Security track working on the safety and security of cyber-physical industrial control systems at Rutgers University in 2018.
Host: Greg Ver Steeg
Audiences: Everyone Is Invited
Contact: Cherie Carter
This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.
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CS Undergraduate Live Chat Drop-in AdvisementThu, Nov 18, 2021 @ 01:30 PM - 02:30 PM
Thomas Lord Department of Computer Science
Student Activity
CS Advisors will be available on Tuesdays/Wednesdays/Thursdays this fall from 1:30pm to 2:30pm to assist undergraduates in our four majors (CSCI, CSBA, CSGA, and CECS) via Live Chat. Access the live chat through our website at https://cs.usc.edu/chat
Location: Online - Live Chat
Audiences: Undergrad
Contact: USC Computer Sciecne
This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor. -
Distress to De-Stress: Thrive in the Post-Pandemic Life
Thu, Nov 18, 2021 @ 05:00 PM - 06:00 PM
Thomas Lord Department of Computer Science
Student Activity
Feeling stressed over these past few months with adjusting back to in-person classes and events? Come join KSEA at our Distress to De-Stress: Thrive in the Post-Pandemic Life event on Thursday, November 18th at 5pm in THH 202. During this event, we'll be having a therapeutic time with USC clinical psychologist, Alice Phang, by discussing ways to relieve stress and thrive in our daily lives. There will also be a chance to win a free Amazon gift card during the event :) Open to all USC students!
RSVP Here: https://docs.google.com/forms/d/e/1FAIpQLScbDVvnbVAjPX-iRzxYZFqYDPcvloxmXAhytYc3IipDULqtuQ/viewform
If you have any questions, please feel free to contact us at uscksea@usc.edu.
Stay safe and we hope to see you there!
Sincerely,
KSEA Board
Location: Mark Taper Hall Of Humanities (THH) - 202
Audiences: Undergraduate and Graduate
Contact: USC KSEA
This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.
