Feature Extraction

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants

Authors: Ruofan Liu, Yun Lin, Silas Yeo Shuen Yu, Xiwen Teoh, Zhenkai Liang, Jin Song Dong | Published: 2025-07-21
Social Engineering Attack
Business Email Compromise
Feature Extraction

A Crowdsensing Intrusion Detection Dataset For Decentralized Federated Learning Models

Authors: Chao Feng, Alberto Huertas Celdran, Jing Han, Heqing Ren, Xi Cheng, Zien Zeng, Lucas Krauter, Gerome Bovet, Burkhard Stiller | Published: 2025-07-17
IoT Data Analysis Task
Performance Evaluation Method
Feature Extraction

KnowML: Improving Generalization of ML-NIDS with Attack Knowledge Graphs

Authors: Xin Fan Guo, Albert Merono Penuela, Sergio Maffeis, Fabio Pierazzi | Published: 2025-06-24
Model Inversion
攻撃戦略分析
Feature Extraction

IntelliAV: Building an Effective On-Device Android Malware Detector

Authors: Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto | Published: 2018-02-04
Risk Assessment
Machine Learning Method
Feature Extraction