14 citations · 20 across the 12 of their papers we have counts for
13 papers
HopTrack: A Real-time Multi-Object Tracking System for Embedded Devices
Xiang Li, Cheng Chen, Yuan-yao Lou +3
Multi-Object Tracking (MOT) poses significant challenges in computer vision. Despite its wide application in robotics, autonomous driving, and smart manufacturing, there is limited…
Dynamic DAG-Application Scheduling for Multi-Tier Edge Computing in Heterogeneous Networks
Xiang Li, Mustafa Abdallah, Yuan-Yao Lou +3
Edge computing is deemed a promising technique to execute latency-sensitive applications by offloading computation-intensive tasks to edge servers. Extensive research has been cond…
Game Theory in Distributed Systems Security: Foundations, Challenges, and Future Directions
Mustafa Abdallah, Saurabh Bagchi, Shaunak D. Bopardikar +6
Many of our critical infrastructure systems and personal computing systems have a distributed computing systems structure. The incentives to attack them have been growing rapidly a…
DAG-based Task Orchestration for Edge Computing
Xiang Li, Mustafa Abdallah, Shikhar Suryavansh +2
As we increase the number of personal computing devices that we carry (mobile devices, tablets, e-readers, and laptops) and these come equipped with increasing resources, there is…
Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets
Mustafa Abdallah, Byung-Gun Joung, Wo Jae Lee +3
Smart manufacturing systems are being deployed at a growing rate because of their ability to interpret a wide variety of sensed information and act on the knowledge gleaned from sy…
The Effect of Behavioral Probability Weighting in a Simultaneous Multi-Target Attacker-Defender Game
Mustafa Abdallah, Timothy Cason, Saurabh Bagchi +1
We consider a security game in a setting consisting of two players (an attacker and a defender), each with a given budget to allocate towards attack and defense, respectively, of a…
Anomaly Detection through Transfer Learning in Agriculture and Manufacturing IoT Systems
Mustafa Abdallah, Wo Jae Lee, Nithin Raghunathan +3
IoT systems have been facing increasingly sophisticated technical problems due to the growing complexity of these systems and their fast deployment practices. Consequently, IoT man…
Combining Hybrid Input-Output Automaton and Game Theory for Security Modeling of Cyber-Physical Systems
Mustafa Abdallah, Sayan Mitra, Shreyas Sundaram +1
We consider a security setting in which the Cyber-Physical System (CPS) is composed of subnetworks where each subnetwork is under ownership of one defender. Such CPS can be represe…
Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems
Mustafa Abdallah, Daniel Woods, Parinaz Naghizadeh +4
We model the behavioral biases of human decision-making in securing interdependent systems and show that such behavioral decision-making leads to a suboptimal pattern of resource a…
Context-Aware Collaborative-Intelligence with Spatio-Temporal In-Sensor-Analytics in a Large-Area IoT Testbed
Baibhab Chatterjee, Dong-Hyun Seo, Shramana Chakraborty +10
Decades of continuous scaling has reduced the energy of unit computing to virtually zero, while energy-efficient communication has remained the primary bottleneck in achieving full…
BASCPS: How does behavioral decision making impact the security of cyber-physical systems?
Mustafa Abdallah, Daniel Woods, Parinaz Naghizadeh +4
We study the security of large-scale cyber-physical systems (CPS) consisting of multiple interdependent subsystems, each managed by a different defender. Defenders invest their sec…
Behavioral and Game-Theoretic Security Investments in Interdependent Systems Modeled by Attack Graphs
Mustafa Abdallah, Parinaz Naghizadeh, Ashish R. Hota +3
We consider a system consisting of multiple interdependent assets, and a set of defenders, each responsible for securing a subset of the assets against an attacker. The interdepend…
ATHENA: Automated Tuning of Genomic Error Correction Algorithms using Language Models
Mustafa Abdallah, Ashraf Mahgoub, Saurabh Bagchi +1
The performance of most error-correction algorithms that operate on genomic sequencer reads is dependent on the proper choice of its configuration parameters, such as the value of…