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| College of Computing


Srijan Kumar [Assistant Professor, CSE, Georgia Institute of Technology]
Diyi Yang [Assistant Professor, CSE, Georgia Institute of Technology]
 
Abstract
As society and technology becomes increasingly interconnected, so does the threat landscape. Once isolated threats now pose serious concerns to highly interdependent systems, highlighting the fundamental need for robust machine learning. This dissertation contributes novel tools, algorithms, databases and models through the lens of robust machine learning in a research effort to solve large-scale societal problems affecting millions of people in the areas of cybersecurity and healthcare.
1. Tools: We develop TIGER, the first comprehensive graph robustness toolbox; and our Robustness Survey identifies critical yet missing areas of graph robustness research. ....

Georgia Institute Of Technology , United States , Diyi Yang , Srijan Kumar , Scott Freitas , Duen Horng Polo Chau , School Of Computational Science , Georgia Tech , Developing Robust Models , Computational Science , Robustness Survey , ஜார்ஜியா நிறுவனம் ஆஃப் தொழில்நுட்பம் , ஒன்றுபட்டது மாநிலங்களில் , ஸ்ரீஜன் குமார் , பள்ளி ஆஃப் கணக்கீட்டு அறிவியல் , ஜார்ஜியா தொழில்நுட்பம் , கணக்கீட்டு அறிவியல் ,

A Year Like No Other: GT Computing Flourishes in 2020


 
Despite having more than its fair share of difficulties, 2020 was a successful year for the College of Computing community. We launched a new school, moved up in the national rankings, welcomed two new chairs, and pushed forward on ethics and equity in computing. We also met head-on the unprecedented challenges brought on by the global pandemic. Linked below are just a few of the big stories that reflect the achievements of GT Computing students, faculty, staff, and alumni in 2020.
Academic
Among the biggest stories of 2020 was the announcement of a new school within the College and that encompasses many disciplines and faculty from Computing as well as other Georgia Tech colleges. The School of Cybersecurity and Privacy (SCP) is the first school dedicated to cybersecurity and privacy at a public university. ....

United States , Azra Ismail , Albert Snedeker , Vivek Sarkar , College Of Computing , Communications Security , National Science Foundation , Constellations Center , School Of Computational Science , Senior Communications Mgr , Ivan Allen College Of Liberal Arts , Human Interaction Center At Georgia Tech , School Of Cybersecurity , Georgia Tech , Computer Science , Professor Haesun Park , Computational Science , World Report , Computational Media Thread , Ivan Allen College , Liberal Arts , Human Interaction Center , Science Foundation , Patrick Flick , Renji Bijoy , Jarvis Johnson ,