154 citations · 639 across the 138 of their papers we have counts for
8 papers · 1 filter
Scheduling Resource-Bounded Monitoring Devices for Event Detection and Isolation in Networks
Waseem Abbas, Aron Laszka, Yevgeniy Vorobeychik +1
In networked systems, monitoring devices such as sensors are typically deployed to monitor various target locations. Targets are the points in the physical space at which events of…
Robust High-Dimensional Linear Regression
Chang Liu, Bo Li, Yevgeniy Vorobeychik +1
The effectiveness of supervised learning techniques has made them ubiquitous in research and practice. In high-dimensional settings, supervised learning commonly relies on dimensio…
Empirically Grounded Agent-Based Models of Innovation Diffusion: A Critical Review
Haifeng Zhang, Yevgeniy Vorobeychik
Innovation diffusion has been studied extensively in a variety of disciplines, including sociology, economics, marketing, ecology, and computer science. Traditional literature on i…
Data Poisoning Attacks on Factorization-Based Collaborative Filtering
Bo Li, Yining Wang, Aarti Singh +1
Recommendation and collaborative filtering systems are important in modern information and e-commerce applications. As these systems are becoming increasingly popular in the indust…
Optimal Thresholds for Anomaly-Based Intrusion Detection in Dynamical Environments
Amin Ghafouri, Waseem Abbas, Aron Laszka +2
In cyber-physical systems, malicious and resourceful attackers could penetrate the system through cyber means and cause significant physical damage. Consequently, detection of such…
Vulnerability of Fixed-Time Control of Signalized Intersections to Cyber-Tampering
Amin Ghafouri, Waseem Abbas, Yevgeniy Vorobeychik +1
Recent experimental studies have shown that traffic management systems are vulnerable to cyber-attacks on sensor data. This paper studies the vulnerability of fixed-time control of…