crossrefMachine Learning and Knowledge Extraction2026-05-01
A Survey on Self-Supervised Learning in Cybersecurity: Network Intrusion and Malware Detection
Josue Genaro Almaraz-Rivera, Jose Antonio Cantoral-Ceballos, Juan Felipe Botero
Self-Supervised Learning (S-SL) is a recent line of research that could represent the next step to understanding human intuition. By blending the strengths of unsupervised and supervised learning paradigms, S-SL endows Deep Learning models with stronger generalization capabilitie…