A Sysmon Incremental Learning System for Ransomware Analysis and Detection
Authors: Jamil Ispahany, MD Rafiqul Islam, M. Arif Khan, MD Zahidul Islam | Published: 2025-01-02
動的分析
A Lean Transformer Model for Dynamic Malware Analysis and Detection
Authors: Tony Quertier, Benjamin Marais, Grégoire Barrué, Stéphane Morucci, Sévan Azé, Sébastien Salladin | Published: 2024-08-05
Explainability-Informed Targeted Malware Misclassification
Authors: Quincy Card, Kshitiz Aryal, Maanak Gupta | Published: 2024-05-07
Harnessing the Power of LLM to Support Binary Taint Analysis
Authors: Puzhuo Liu, Chengnian Sun, Yaowen Zheng, Xuan Feng, Chuan Qin, Yuncheng Wang, Zhenyang Xu, Zhi Li, Peng Di, Yu Jiang, Limin Sun | Published: 2023-10-12 | Updated: 2025-01-09
Learning Type Inference for Enhanced Dataflow Analysis
Authors: Lukas Seidel, Sedick David Baker Effendi, Xavier Pinho, Konrad Rieck, Brink van der Merwe, Fabian Yamaguchi | Published: 2023-10-01 | Updated: 2023-10-04
Behavioural Reports of Multi-Stage Malware
Authors: Marcus Carpenter, Chunbo Luo | Published: 2023-01-30
Short Paper: Static and Microarchitectural ML-Based Approaches For Detecting Spectre Vulnerabilities and Attacks
Authors: Chidera Biringa, Gaspard Baye, Gökhan Kul | Published: 2022-10-26
Multi-view Representation Learning from Malware to Defend Against Adversarial Variants
Authors: James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen | Published: 2022-10-25
An Efficient Multi-Step Framework for Malware Packing Identification
Authors: Jong-Wouk Kim, Yang-Sae Moon, Mi-Jung Choi | Published: 2022-08-17
Ransomware Classification and Detection With Machine Learning Algorithms
Authors: Mohammad Masum, Md Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Muhaiminul Islam Adnan | Published: 2022-07-02