A few-shot meta-learning based siamese neural network using entropy features for ransomware classification
Jinting Zhu, Julian Jang‐Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
Topics & Concepts
RansomwareComputer scienceMalwareArtificial intelligenceArtificial neural networkMachine learningEntropy (arrow of time)Deep learningFeature engineeringFeature (linguistics)Data miningComputer securityQuantum mechanicsPhysicsLinguisticsPhilosophyAdvanced Malware Detection TechniquesAnomaly Detection Techniques and ApplicationsAdversarial Robustness in Machine Learning