264 citations · 417 across the 16 of their papers we have counts for
9 papers
DualVAE: Controlling Colours of Generated and Real Images
Keerth Rathakumar, David Liebowitz, Christian Walder +2
Colour controlled image generation and manipulation are of interest to artists and graphic designers. Vector Quantised Variational AutoEncoders (VQ-VAEs) with autoregressive (AR) p…
Diverse Multimedia Layout Generation with Multi Choice Learning
David D. Nguyen, Surya Nepal, Salil S. Kanhere
Designing visually appealing layouts for multimedia documents containing text, graphs and images requires a form of creative intelligence. Modelling the generation of layouts has r…
PhishClone: Measuring the Efficacy of Cloning Evasion Attacks
Arthur Wong, Alsharif Abuadbba, Mahathir Almashor +1
Web-based phishing accounts for over 90% of data breaches, and most web-browsers and security vendors rely on machine-learning (ML) models as mitigation. Despite this, links posted…
Towards Blockchain-based Trust and Reputation Management for Trustworthy 6G Networks
Guntur Dharma Putra, Volkan Dedeoglu, Salil S Kanhere +1
6G is envisioned to enable futuristic technologies, which exhibit more complexities than the previous generations, as it aims to bring connectivity to a large number of devices, ma…
Deception for Cyber Defence: Challenges and Opportunities
David Liebowitz, Surya Nepal, Kristen Moore +6
Deception is rapidly growing as an important tool for cyber defence, complementing existing perimeter security measures to rapidly detect breaches and data theft. One of the factor…
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…