Live Breaking News & Updates on Developing Robust Models

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 ,