profile icon
Dr

Andrew Cullen

Research Fellow In Adversarial Machine Learning
Computing and Information Systems
Machine learning
signal process
GIS
prediction
Spectral
numerical
nonlinear
differential equations
ODE
Andrew Cullen's Profile Picture
Dr

Andrew Cullen

 
Division
Engineering and IT
 
Primary Interest
Machine Learning
Andrew Cullen's Profile Picture
Dr

Andrew Cullen

 
Print
Andrew's  Short Profile
 

Scholarly Works

Displaying the 3 most recent scholarly works by Andrew Cullen.

Scholarly works icon

Distributed Generative Adversarial Networks for Anomaly Detection

M Katzef, AC Cullen, T Alpcan, C Leckie, J Kopacz

Book Chapter  |  2020  |  Lecture Notes in Computer Science

Cognitive radio networks can be used to detect anomalous and adversarial communications to achieve situational awareness on the ra..

Scholarly works icon

A fast, spectrally accurate homotopy based numerical method for solving nonlinear differential equations

Andrew C Cullen, Simon R Clarke

Journal article  |  2019  |  JOURNAL OF COMPUTATIONAL PHYSICS

We present an algorithm for constructing numerical solutions to one-dimensional nonlinear, variable coefficient boundary value pro..

Scholarly works icon

A fast, spectrally accurate solver for the Falkner--Skan equation

Andrew Craig Cullen, Simon Clarke

Conference Proceedings  |  2017  |  ANZIAM Journal

We present a new numerical technique, the Gegenbauer homotopy analysis method, which allows for the construction of iterative solu..

3

Scholarly Works

Keyword Analysis

Applied Mathematics
Communications Engineering
Expanding Knowledge
Machine Learning
Numerical and Computational Mathematics

Honours, Awards and Fellowships

2011

Leo Gleeson prize for Applied Mathematics

Monash Univeristy
2007

Excellence and Equity Scholarship

2

Awards

Credentials

Positions

Research Fellow In Adversarial Machine Learning

Computing and Information Systems

Education

Doctor of Philosophy (Science)

Monash University

Bachelor of Aerospace Engineering (with Honours) and Science

Monash University

Bachelor of Science (Hons)

Monash University

Links