444 citations · 1.3k across the 22 of their papers we have counts for
3 papers · 1 filter
Coherent Load Profile Synthesis with Conditional Diffusion for LV Distribution Network Scenario Generation
Alistair Brash, Junyi Lu, Bruce Stephen +5
Limited visibility of distribution network power flows at the low voltage level presents challenges to both distribution network operators from a planning perspective and distribut…
Signal-Based Malware Classification Using 1D CNNs
Jack Wilkie, Hanan Hindy, Ivan Andonovic +2
Malware classification is a contemporary and ongoing challenge in cyber-security: modern obfuscation techniques are able to evade traditional static analysis, while dynamic analysi…
Contrastive Self-Supervised Network Intrusion Detection using Augmented Negative Pairs
Jack Wilkie, Hanan Hindy, Christos Tachtatzis +1
Network intrusion detection remains a critical challenge in cybersecurity. While supervised machine learning models achieve state-of-the-art performance, their reliance on large la…