HAPSSA: Holistic Approach to PDF Malware Detection Using Signal and Statistical Analysis
Authors: Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar, Shivkumar Chandrasekaran, B. S. Manjunath | Published: 2021-11-08
機械学習アルゴリズム
A Comparative Analysis of Machine Learning Algorithms for Intrusion Detection in Edge-Enabled IoT Networks
Authors: Poornima Mahadevappa, Syeda Mariam Muzammal, Raja Kumar Murugesan | Published: 2021-11-02
DP-XGBoost: Private Machine Learning at Scale
Authors: Nicolas Grislain, Joan Gonzalvez | Published: 2021-10-25
Orthogonal variance-based feature selection for intrusion detection systems
Authors: Firuz Kamalov, Sherif Moussa, Ziad El Khatib, Adel Ben Mnaouer | Published: 2021-10-25
Poisoning Attacks on Fair Machine Learning
Authors: Minh-Hao Van, Wei Du, Xintao Wu, Aidong Lu | Published: 2021-10-17
A Modern Analysis of Aging Machine Learning Based IoT Cybersecurity Methods
Authors: Sam Strecker, Rushit Dave, Nyle Siddiqui, Naeem Seliya | Published: 2021-10-15
Machine Learning Algorithms In User Authentication Schemes
Authors: Laura Pryor, Rushit Dave, Naeem Seliya, Evelyn R Sowells Boone | Published: 2021-10-15
A Survey of Machine Learning Algorithms for Detecting Ransomware Encryption Activity
Authors: Erik Larsen, David Noever, Korey MacVittie | Published: 2021-10-14
Bandwidth Utilization Side-Channel on ML Inference Accelerators
Authors: Sarbartha Banerjee, Shijia Wei, Prakash Ramrakhyani, Mohit Tiwari | Published: 2021-10-14
Not all noise is accounted equally: How differentially private learning benefits from large sampling rates
Authors: Friedrich Dörmann, Osvald Frisk, Lars Nørvang Andersen, Christian Fischer Pedersen | Published: 2021-10-12