250 citations · 863 across the 66 of their papers we have counts for
4 papers · 1 filter
Transferable Graph Backdoor Attack
Shuiqiao Yang, Bao Gia Doan, Paul Montague +5
Graph Neural Networks (GNNs) have achieved tremendous success in many graph mining tasks benefitting from the message passing strategy that fuses the local structure and node featu…
Multi-Objective Multi-Agent Planning for Discovering and Tracking Multiple Mobile Objects
Hoa Van Nguyen, Ba-Ngu Vo, Ba-Tuong Vo +2
We consider the online planning problem for a team of agents to discover and track an unknown and time-varying number of moving objects from onboard sensor measurements with uncert…
Query Efficient Decision Based Sparse Attacks Against Black-Box Deep Learning Models
Viet Quoc Vo, Ehsan Abbasnejad, Damith C. Ranasinghe
Despite our best efforts, deep learning models remain highly vulnerable to even tiny adversarial perturbations applied to the inputs. The ability to extract information from solely…
Leaving Your Things Unattended is No Joke! Memory Bus Snooping and Open Debug Interface Exploits
Yang Su, Damith C. Ranasinghe
Internet of Things devices are widely adopted by the general population. People today are more connected than ever before. The widespread use and low-cost driven construction of th…