Data Collection

Open SESAME: Fighting Botnets with Seed Reconstructions of Domain Generation Algorithms

Authors: Nils Weissgerber, Thorsten Jenke, Elmar Padilla, Lilli Bruckschen | Published: 2023-01-12
Data Collection
Unknown Attack Detection
Machine Learning Method
2023.01.12 2025.05.28
Literature Database

Mobile Augmented Reality with Federated Learning in the Metaverse

Authors: Xinyu Zhou, Jun Zhao | Published: 2022-12-16 | Updated: 2023-11-07
Data Collection
Privacy Enhancing Technology
Optimization Methods
2022.12.16 2025.05.28
Literature Database

Differentially Private AUC Computation in Vertical Federated Learning

Authors: Jiankai Sun, Xin Yang, Yuanshun Yao, Junyuan Xie, Di Wu, Chong Wang | Published: 2022-05-24
Client-Side Component
Data Collection
Watermark Evaluation
2022.05.24 2025.05.28
Literature Database

Fast & Furious: Modelling Malware Detection as Evolving Data Streams

Authors: Fabrício Ceschin, Marcus Botacin, Heitor Murilo Gomes, Felipe Pinagé, Luiz S. Oliveira, André Grégio | Published: 2022-05-24 | Updated: 2022-08-16
Data Collection
Malware Detection
Concept Drift
2022.05.24 2025.05.28
Literature Database

Process Mining Algorithm for Online Intrusion Detection System

Authors: Yinzheng Zhong, John Y. Goulermas, Alexei Lisitsa | Published: 2022-05-24
Data Collection
Network Threat Detection
Attack Type
2022.05.24 2025.05.28
Literature Database

Dependable Intrusion Detection System for IoT: A Deep Transfer Learning-based Approach

Authors: Sk. Tanzir Mehedi, Adnan Anwar, Ziaur Rahman, Kawsar Ahmed, Rafiqul Islam | Published: 2022-04-11
Security Analysis
Data Collection
Deep Transfer Learning
2022.04.11 2025.05.28
Literature Database

Assessment of Cyber-Physical Intrusion Detection and Classification for Industrial Control Systems

Authors: Nils Müller, Charalampos Ziras, Kai Heussen | Published: 2022-02-18 | Updated: 2023-01-03
Data Collection
Multi-Class Classification
Intrusion Detection System
2022.02.18 2025.05.28
Literature Database

Case-based reasoning for rare events prediction on strategic sites

Authors: Vincent Vidal, Marie-Caroline Corbineau, Tugdual Ceillier | Published: 2022-02-10
Data Collection
Data Selection Strategy
Risk Prediction and Mitigation
2022.02.10 2025.05.28
Literature Database

Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space

Authors: Nuno Oliveira, Norberto Sousa, Jorge Oliveira, Isabel Praça | Published: 2021-12-29
Data Collection
Machine Learning Technology
Evaluation Method
2021.12.29 2025.05.28
Literature Database

Utilizing XAI technique to improve autoencoder based model for computer network anomaly detection with shapley additive explanation(SHAP)

Authors: Khushnaseeb Roshan, Aasim Zafar | Published: 2021-12-14
Data Collection
Model Design
Machine Learning Method
2021.12.14 2025.05.28
Literature Database
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