128 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Nagoya UniversityJP20 papers
- The University of TokyoJP5 papers
- National Astronomical Observatory of JapanJP4 papers
- Clemson UniversityUS3 papers
- Kogakuin UniversityJP3 papers
- National Institute of TechnologyJP2 papers
- Tohoku UniversityJP2 papers
- Advanced Science Research CenterJP1 paper
- Christian-Albrechts-Universität zu KielDE1 paper
- Chuo UniversityJP1 paper
- ETH ZurichCH1 paper
- Hokkaido UniversityJP1 paper
3 papers · 1 filter
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…
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…
Machine Learning-based Ransomware Detection Using Low-level Memory Access Patterns Obtained From Live-forensic Hypervisor
Manabu Hirano, Ryotaro Kobayashi
Since modern anti-virus software mainly depends on a signature-based static analysis, they are not suitable for coping with the rapid increase in malware variants. Moreover, even w…