most citedEvasive Ransomware Attacks Using Low-level Behavioral Adversarial Examples

3 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CR2025★ 3 cited

Evasive Ransomware Attacks Using Low-level Behavioral Adversarial Examples

Manabu Hirano, Ryotaro Kobayashi

Protecting state-of-the-art AI-based cybersecurity defense systems from cyber attacks is crucial. Attackers create adversarial examples by adding small changes (i.e., perturbations…

cs.CR2025★ 1 cited

Hypervisor-based Double Extortion Ransomware Detection Method Using Kitsune Network Features

Manabu Hirano, Ryotaro Kobayashi

Double extortion ransomware attacks have become mainstream since many organizations adopt more robust and resilient data backup strategies against conventional crypto-ransomware. T…

cs.CR2025

ROFBS: Real Time Backup System Decoupled from ML Based Ransomware Detection

Kosuke Higuchi, Ryotaro Kobayashi

This study introduces ROFBS, a new defense architecture that addresses delays in detection in ransomware detectors based on machine learning. It builds on our earlier Real Time…