Machine Learning-based Ransomware Detection Using Low-level Memory Access Patterns Obtained From Live-forensic Hypervisor
Authors: Manabu Hirano, Ryotaro Kobayashi | Published: 2022-05-27 | Updated: 2022-08-18
マルウェア検出手法
A Large Scale Study and Classification of VirusTotal Reports on Phishing and Malware URLs
Authors: Euijin Choo, Mohamed Nabeel, Ravindu De Silva, Ting Yu, Issa Khalil | Published: 2022-05-26
Towards a Fair Comparison and Realistic Evaluation Framework of Android Malware Detectors based on Static Analysis and Machine Learning
Authors: Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, Jose Miguel-Alonso | Published: 2022-05-25 | Updated: 2022-10-06
Using Static and Dynamic Malware features to perform Malware Ascription
Authors: Jashanpreet Singh Sraw, Keshav Kumar | Published: 2021-12-05
Node-wise Hardware Trojan Detection Based on Graph Learning
Authors: Kento Hasegawa, Kazuki Yamashita, Seira Hidano, Kazuhide Fukushima, Kazuo Hashimoto, Nozomu Togawa | Published: 2021-12-04 | Updated: 2022-03-16
Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach
Authors: James Lee Hu, Mohammadreza Ebrahimi, Hsinchun Chen | Published: 2021-12-03
Benchmark Static API Call Datasets for Malware Family Classification
Authors: Berkant Düzgün, Aykut Çayır, Ferhat Demirkıran, Ceyda Nur Kahya, Buket Gençaydın, Hasan Dağ | Published: 2021-11-30 | Updated: 2022-08-04
Living-Off-The-Land Command Detection Using Active Learning
Authors: Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt | Published: 2021-11-30
MALIGN: Explainable Static Raw-byte Based Malware Family Classification using Sequence Alignment
Authors: Shoumik Saha, Sadia Afroz, Atif Rahman | Published: 2021-11-28 | Updated: 2024-01-12
Statically Detecting Adversarial Malware through Randomised Chaining
Authors: Matthew Crawford, Wei Wang, Ruoxi Sun, Minhui Xue | Published: 2021-11-28 | Updated: 2021-12-04