Analysis of Machine Learning Approaches to Packing Detection
Authors: Charles-Henry Bertrand Van Ouytsel, Thomas Given-Wilson, Jeremy Minet, Julian Roussieau, Axel Legay | Published: 2021-05-02
特徴選択手法
CorrAttack: Black-box Adversarial Attack with Structured Search
Authors: Zhichao Huang, Yaowei Huang, Tong Zhang | Published: 2020-10-03
Algorithm Selection Framework for Cyber Attack Detection
Authors: Marc Chalé, Nathaniel D. Bastian, Jeffery Weir | Published: 2020-05-28
Defending Against Adversarial Machine Learning
Authors: Alison Jenkins | Published: 2019-11-26
Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection
Authors: Qian Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges | Published: 2019-10-15
Sequence embeddings help to identify fraudulent cases in healthcare insurance
Authors: I. Fursov, A. Zaytsev, R. Khasyanov, M. Spindler, E. Burnaev | Published: 2019-10-07
Decision Explanation and Feature Importance for Invertible Networks
Authors: Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Junlin Yang, James S. Duncan | Published: 2019-09-30 | Updated: 2019-10-15
Detecting Covert Cryptomining using HPC
Authors: Ankit Gangwal, Samuele Giuliano Piazzetta, Gianluca Lain, Mauro Conti | Published: 2019-08-31 | Updated: 2020-12-15
Your Smart Home Can’t Keep a Secret: Towards Automated Fingerprinting of IoT Traffic with Neural Networks
Authors: Shuaike Dong, Zhou Li, Di Tang, Jiongyi Chen, Menghan Sun, Kehuan Zhang | Published: 2019-08-31
Smart Grid Cyber Attacks Detection using Supervised Learning and Heuristic Feature Selection
Authors: Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha | Published: 2019-07-07