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Andrew Cullen
Andrew Cullen
Postdoctoral Fellow, School of Computing and Information Systems, The University of Melbourne
在 unimelb.edu.au 的电子邮件经过验证
标题
引用次数
引用次数
年份
Access control for distributed ledgers in the internet of things: A networking approach
A Cullen, P Ferraro, W Sanders, L Vigneri, R Shorten
IEEE Internet of Things Journal 9 (3), 2277-2292, 2021
302021
A fast, spectrally accurate homotopy based numerical method for solving nonlinear differential equations
AC Cullen, SR Clarke
Journal of Computational Physics 385, 106-118, 2019
162019
Double bubble, toil and trouble: enhancing certified robustness through transitivity
A Cullen, P Montague, S Liu, S Erfani, B Rubinstein
Advances in Neural Information Processing Systems 35, 19099-19112, 2022
122022
Adversarial decisions on complex dynamical systems using game theory
AC Cullen, T Alpcan, AC Kalloniatis
Physica A: Statistical Mechanics and its Applications 594, 126998, 2022
102022
Secure access control for DAG-based distributed ledgers
L Zhao, L Vigneri, A Cullen, W Sanders, P Ferraro, R Shorten
IEEE Internet of Things Journal 9 (13), 10792-10806, 2021
92021
Distributed generative adversarial networks for anomaly detection
M Katzef, AC Cullen, T Alpcan, C Leckie, J Kopacz
International Conference on Decision and Game Theory for Security, 3-22, 2020
72020
Reinforcement learning with algorithms from probabilistic structure estimation
JP Epperlein, R Overko, S Zhuk, C King, D Bouneffouf, A Cullen, ...
Automatica 144, 110483, 2022
62022
Generative adversarial networks for anomaly detection on decentralised data
M Katzef, AC Cullen, T Alpcan, C Leckie
Annual Reviews in Control 53, 329-337, 2022
62022
Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks
S Liu, AC Cullen, P Montague, SM Erfani, BIP Rubinstein
AAAI, 2023
52023
Predicting dynamic spectrum allocation: a review covering simulation, modelling, and prediction
AC Cullen, BIP Rubinstein, S Kandeepan, B Flower, PHW Leong
Artificial Intelligence Review 56 (10), 10921-10959, 2023
42023
Privacy-preserving collaborative SDR networks for anomaly detection
M Katzef, AC Cullen, T Alpcan, C Leckie, J Kopacz
ICC 2021-IEEE International Conference on Communications, 1-6, 2021
32021
Managing Write Access without Token Fees in Leaderless DAG-based Ledgers
D Camargo, L Vigneri, A Cullen
International Congress on Blockchain and Applications, 328-337, 2023
22023
Wireless network simulation to create machine learning benchmark data
M Katzef, AC Cullen, T Alpcan, C Leckie, J Kopacz
GLOBECOM 2022-2022 IEEE Global Communications Conference, 6378-6383, 2022
22022
Domain-aware multiagent reinforcement learning in navigation
I Saeed, AC Cullen, S Erfani, T Alpcan
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
22021
A fast, spectrally accurate solver for the Falkner--Skan equation
AC Cullen, S Clarke
ANZIAM Journal 58, C57-C68, 2016
22016
It’s Simplex! Disaggregating Measures to Improve Certified Robustness
AC Cullen, P Montague, S Liu, SM Erfani, BIP Rubinstein
2024 IEEE Symposium on Security and Privacy (SP), 2886-2900, 2024
12024
IOTA 2.0 Incentives and Tokenomics Whitepaper
O Saa, A Cullen, L Vigneri
12023
An Adversarial Strategic Game for Machine Learning as a Service using System Features.
G Sun, T Alpcan, S Camtepe, AC Cullen, BIP Rubinstein
AAMAS, 2508-2510, 2023
12023
The Certification Paradox: Certifications Admit Better Attacks
AC Cullen, S Liu, P Montague, SM Erfani, BIP Rubinstein
arXiv preprint arXiv:2302.04379, 2023
12023
Exploiting certified defences to attack randomised smoothing
AC Cullen, P Montague, S Liu, SM Erfani, BIP Rubinstein
12023
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