62 citations · 72 across the 4 of their papers we have counts for
4 papers
Few Edges Are Enough: Few-Shot Network Attack Detection with Graph Neural Networks
Tristan Bilot, Nour El Madhoun, Khaldoun Al Agha +1
Detecting cyberattacks using Graph Neural Networks (GNNs) has seen promising results recently. Most of the state-of-the-art models that leverage these techniques require labeled ex…
Compressed Sensing based Protocol for Efficient Reconstruction of Sparse Superimposed Data in a Multi-Hop Wireless Sensor Network
Megumi Kaneko, Khaldoun Al Agha
We consider a multi-hop wireless sensor network that measures sparse events and propose a simple forwarding protocol based on Compressed Sensing (CS) which does not need any sophis…
On Optimality of Myopic Policy for Restless Multi-armed Bandit Problem with Non i.i.d. Arms and Imperfect Detection
Kehao Wang, Lin Chen, Quan Liu +1
We consider the channel access problem in a multi-channel opportunistic communication system with imperfect channel sensing, where the state of each channel evolves as a non indepe…
On Optimality of Myopic Sensing Policy with Imperfect Sensing in Multi-channel Opportunistic Access
Kehao Wang, Lin Chen, Quan Liu +1
We consider the channel access problem under imperfect sensing of channel state in a multi-channel opportunistic communication system, where the state of each channel evolves as an…