Dataset Generation

Identifying Emerging Technologies and Leading Companies using Network Dynamics of Patent Clusters: a Cybersecurity Case Study

Authors: Michael Tsesmelis, Ljiljana Dolamic, Marcus Matthias Keupp, Dimitri Percia David, Alain Mermoud | Published: 2022-09-21
Algorithm
Dataset Generation
Evaluation of Technological Novelty
2022.09.21 2025.05.28
Literature Database

Detection of Malicious Websites Using Machine Learning Techniques

Authors: Adebayo Oshingbesan, Courage Ekoh, Chukwuemeka Okobi, Aime Munezero, Kagame Richard | Published: 2022-09-13
Dataset Generation
Model Performance Evaluation
Machine Learning
2022.09.13 2025.05.28
Literature Database

Beyond Random Split for Assessing Statistical Model Performance

Authors: Carlos Catania, Jorge Guerra, Juan Manuel Romero, Gabriel Caffaratti, Martin Marchetta | Published: 2022-09-04
Sampling Method
Dataset Generation
Model Design
2022.09.04 2025.05.28
Literature Database

Phishing URL Detection: A Network-based Approach Robust to Evasion

Authors: Taeri Kim, Noseong Park, Jiwon Hong, Sang-Wook Kim | Published: 2022-09-03
Dataset Generation
Phishing Detection
Classification Pattern Analysis
2022.09.03 2025.05.28
Literature Database

Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research

Authors: Zhibo Zhang, Hussam Al Hamadi, Ernesto Damiani, Chan Yeob Yeun, Fatma Taher | Published: 2022-08-31
Application of XAI
Dataset Generation
Model Interpretability
2022.08.31 2025.05.28
Literature Database

Fraud Dataset Benchmark and Applications

Authors: Prince Grover, Julia Xu, Justin Tittelfitz, Anqi Cheng, Zheng Li, Jakub Zablocki, Jianbo Liu, Hao Zhou | Published: 2022-08-30 | Updated: 2023-09-22
Dataset Generation
Feature Importance Analysis
2022.08.30 2025.05.28
Literature Database

Gotham Testbed: a Reproducible IoT Testbed for Security Experiments and Dataset Generation

Authors: Xabier Sáez-de-Cámara, Jose Luis Flores, Cristóbal Arellano, Aitor Urbieta, Urko Zurutuza | Published: 2022-07-28 | Updated: 2023-07-27
Dataset Generation
Link Emulation
Attackers and Malicious Devices
2022.07.28 2025.05.28
Literature Database

Continuous User Authentication Using Machine Learning and Multi-Finger Mobile Touch Dynamics with a Novel Dataset

Authors: Zachary Deridder, Nyle Siddiqui, Thomas Reither, Rushit Dave, Brendan Pelto, Naeem Seliya, Mounika Vanamala | Published: 2022-07-27
Dataset Generation
Performance Evaluation
Machine Learning
2022.07.27 2025.05.28
Literature Database

Generative Extraction of Audio Classifiers for Speaker Identification

Authors: Tejumade Afonja, Lucas Bourtoule, Varun Chandrasekaran, Sageev Oore, Nicolas Papernot | Published: 2022-07-26
Dataset Generation
Model Performance Evaluation
Speech Recognition Process
2022.07.26 2025.05.28
Literature Database

Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence

Authors: Markus Bayer, Tobias Frey, Christian Reuter | Published: 2022-07-22
Dataset Generation
Model Performance Evaluation
Expert Opinion Collection Process
2022.07.22 2025.05.28
Literature Database
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