A Survey of Machine Learning Methods and Challenges for Windows Malware Classification

15 June 2020

Papers citing "A Survey of Machine Learning Methods and Challenges for Windows Malware Classification"

8 / 8 papers shown

Title
MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised Learning Eric Li Yifan Zhang Yu Huang Kevin Leach 26 0 0 20 Sep 2024
Layered Uploading for Quantum Convolutional Neural Networks Grégoire Barrué Tony Quertier Orlane Zang 89 0 0 15 Apr 2024
Marvolo: Programmatic Data Augmentation for Practical ML-Driven Malware Detection Michael D. Wong Edward Raff James Holt Ravi Netravali 21 2 0 07 Jun 2022
Rank-1 Similarity Matrix Decomposition For Modeling Changes in Antivirus Consensus Through Time R. Joyce Edward Raff Charles K. Nicholas 22 5 0 28 Dec 2021
Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art Xiang Ling Lingfei Wu Jiangyu Zhang Zhenqing Qu Wei Deng ... Chunming Wu S. Ji Tianyue Luo Jingzheng Wu Yanjun Wu AAML 28 72 0 23 Dec 2021
MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels R. Joyce Dev Amlani B. Hamilton Edward Raff 24 21 0 29 Nov 2021
A Framework for Cluster and Classifier Evaluation in the Absence of Reference Labels R. Joyce Edward Raff Charles K. Nicholas 41 16 0 23 Sep 2021
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R Marvin N. Wright A. Ziegler 93 2,731 0 18 Aug 2015