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
マルウェア検出手法
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
The Curious Case of Machine Learning In Malware Detection
Authors: Sherif Saad, William Briguglio, Haytham Elmiligi | Published: 2019-05-18
Learning from Context: Exploiting and Interpreting File Path Information for Better Malware Detection
Authors: Adarsh Kyadige, Ethan M. Rudd, Konstantin Berlin | Published: 2019-05-16
Automatic Malware Description via Attribute Tagging and Similarity Embedding
Authors: Felipe N. Ducau, Ethan M. Rudd, Tad M. Heppner, Alex Long, Konstantin Berlin | Published: 2019-05-15 | Updated: 2020-01-23
ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation
Authors: Ethan M. Rudd, Felipe N. Ducau, Cody Wild, Konstantin Berlin, Richard Harang | Published: 2019-03-13