I2R Research Highlights

One Node to Guard All: Jamming – Resistant and Low-Latency Communication for IoT
An algorithm that recovers quickly from jamming attacks

Enhanced Deep learning in Brain-Computer interface
Increased accuracy in attention detection with inter-subject classification

SCADAWall: A CPI-Enabled Firewall Model for SCADA Security
Effectively inspect the SCADA traffic without sacrificing performance

Adversarially learned anomaly detection
A novel Generative Adversarial Networks (GAN)-based anomaly detection method

Recognising the right tool for the job
An algorithm that gives robots an instinctive understanding of how to use tools

A biologically inspired computational model that mimics the human visual search capability
New insight into Human Visual search mechanism's efficiency and effectiveness

Helping machines to read and comprehend like humans
An algorithm that improves machine’s understanding of text for accurate real world applications

Predicting Crowd Density using periodic patterns
A deep learning model that uses spatio-temporal periodic patterns to forecast crowd density ahead of time

Image Analysis tool helps pick out human actions
Using deep-learning techniques to locate potential human activities in videos

Statistical machine learning reveals deep brain activity
Scientists demonstrate the use of non-invasive brain recordings to 'see through' the cerebral cortex and characterize activity in deeper structures

A bird’s eye view for improved diagnosis
An algorithm paves the way for accurate, rapid diagnosis of closed-angle glaucoma