The Curious Case of Machine Learning In Malware Detection
Authors: Sherif Saad, William Briguglio, Haytham Elmiligi | Published: 2019-05-18
マルウェア検出手法
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
Adversarial Samples on Android Malware Detection Systems for IoT Systems
Authors: Xiaolei Liu, Xiaojiang Du, Xiaosong Zhang, Qingxin Zhu, Mohsen Guizani | Published: 2019-02-12
Analyzing, Comparing, and Detecting Emerging Malware: A Graph-based Approach
Authors: Hisham Alasmary, Aminollah Khormali, Afsah Anwar, Jeman Park, Jinchun Choi, DaeHun Nyang, Aziz Mohaisen | Published: 2019-02-11
Towards resilient machine learning for ransomware detection
Authors: Li Chen, Chih-Yuan Yang, Anindya Paul, Ravi Sahita | Published: 2018-12-21 | Updated: 2019-05-16
Machine Learning in Cyber-Security – Problems, Challenges and Data Sets
Authors: Idan Amit, John Matherly, William Hewlett, Zhi Xu, Yinnon Meshi, Yigal Weinberger | Published: 2018-12-19 | Updated: 2019-04-22
Deep Transfer Learning for Static Malware Classification
Authors: Li Chen | Published: 2018-12-18
Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification
Authors: Shen Wang, Zhengzhang Chen, Ding Li, Lu-An Tang, Jingchao Ni, Zhichun Li, Junghwan Rhee, Haifeng Chen, Philip S. Yu | Published: 2018-12-10 | Updated: 2019-05-09