Attacks on Visualization-Based Malware Detection: Balancing Effectiveness and Executability
Authors: Hadjer Benkraouda, Jingyu Qian, Hung Quoc Tran, Berkay Kaplan | Published: 2021-09-21
マルウェア検出手法
Detecting Attacks on IoT Devices using Featureless 1D-CNN
Authors: Arshiya Khan, Chase Cotton | Published: 2021-09-09
Metamorphic Detection of Repackaged Malware
Authors: Shirish Singh, Gail Kaiser | Published: 2021-04-27
Adversarial Robustness with Non-uniform Perturbations
Authors: Ecenaz Erdemir, Jeffrey Bickford, Luca Melis, Sergul Aydore | Published: 2021-02-24 | Updated: 2021-10-29
SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel
Authors: Thomas Cochrane, Peter Foster, Varun Chhabra, Maud Lemercier, Cristopher Salvi, Terry Lyons | Published: 2021-02-16 | Updated: 2021-09-29
MalNet: A Large-Scale Image Database of Malicious Software
Authors: Scott Freitas, Rahul Duggal, Duen Horng Chau | Published: 2021-01-31 | Updated: 2022-09-04
A Large-Scale Database for Graph Representation Learning
Authors: Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng Chau | Published: 2020-11-16 | Updated: 2021-11-07
Feature importance in mobile malware detection
Authors: Vasileios Kouliaridis, Georgios Kambourakis, Tao Peng | Published: 2020-07-27 | Updated: 2020-08-28
A Deep Learning-based Fine-grained Hierarchical Learning Approach for Robust Malware Classification
Authors: Ahmed Abusnaina, Mohammed Abuhamad, Hisham Alasmary, Afsah Anwar, Rhongho Jang, Saeed Salem, DaeHun Nyang, David Mohaisen | Published: 2020-05-14 | Updated: 2020-05-15
Botnet Detection Using Recurrent Variational Autoencoder
Authors: Jeeyung Kim, Alex Sim, Jinoh Kim, Kesheng Wu | Published: 2020-04-01