Online Malware Classification with System-Wide System Calls in Cloud IaaS
Authors: Phillip Brown, Austin Brown, Maanak Gupta, Mahmoud Abdelsalam | Published: 2022-08-09
マルウェア検出手法
Robust Machine Learning for Malware Detection over Time
Authors: Daniele Angioni, Luca Demetrio, Maura Pintor, Battista Biggio | Published: 2022-08-09
DeepTLS: comprehensive and high-performance feature extraction for encrypted traffic
Authors: Zhi Liu | Published: 2022-08-08
Watch Your Back: Identifying Cybercrime Financial Relationships in Bitcoin through Back-and-Forth Exploration
Authors: Gibran Gomez, Pedro Moreno-Sanchez, Juan Caballero | Published: 2022-06-01 | Updated: 2022-10-18
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
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