Titcombe, Tom

1. Practical Defences Against Model Inversion Attacks for Split Neural Networks
   2021/04/12 by Tom Titcombe, Titcombe, Tom, Adam James Hall +5 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. PyVertical: A Vertical Federated Learning Framework for Multi-headed SplitNN
   2021/04/01 by Romanini, Daniele, Hall, Adam James, Papadopoulos, Pavlos +6 · 1 citation
   #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
3. Asymmetric Private Set Intersection with Applications to Contact Tracing and Private Vertical Federated Machine Learning
   2020/11/18 by Nick Angelou, Angelou, Nick, Ayoub Benaissa +21 · 2 citations
   Computer Science · Social Sciences · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data