3 papers
cs.CR2025
Prismo: A Decision Support System for Privacy-Preserving ML Framework Selection
Nges Brian Njungle, Eric Jahns, Luigi Mastromauro +3
Machine learning has become a crucial part of our lives, with applications spanning nearly every aspect of our daily activities. However, using personal information in machine lear…
cs.LG2025
Discretized Quadratic Integrate-and-Fire Neuron Model for Deep Spiking Neural Networks
Eric Jahns, Davi Moreno, Milan Stojkov +1
Spiking Neural Networks (SNNs) have emerged as energy-efficient alternatives to traditional artificial neural networks, leveraging asynchronous and biologically inspired neuron dyn…
cs.CR2025
PrivSpike: Employing Homomorphic Encryption for Private Inference of Deep Spiking Neural Networks
Nges Brian Njungle, Eric Jahns, Milan Stojkov +1
Deep learning has become a cornerstone of modern machine learning. It relies heavily on vast datasets and significant computational resources for high performance. This data often…