Imbalanced Dataset

An Ethically Grounded LLM-Based Approach to Insider Threat Synthesis and Detection

Authors: Haywood Gelman, John D. Hastings, David Kenley | Published: 2025-09-08
Prompt Injection
Imbalanced Dataset
Synthetic Data Generation

Demystifying the Role of Rule-based Detection in AI Systems for Windows Malware Detection

Authors: Andrea Ponte, Luca Demetrio, Luca Oneto, Ivan Tesfai Ogbu, Battista Biggio, Fabio Roli | Published: 2025-08-13
Prompt Injection
Malware Detection Method
Imbalanced Dataset

CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning

Authors: Kaveen Hiniduma, Zilinghan Li, Aditya Sinha, Ravi Madduri, Suren Byna | Published: 2025-05-28 | Updated: 2025-08-11
Data Management System
Framework
Imbalanced Dataset

Effect of Imbalanced Datasets on Security of Industrial IoT Using Machine Learning

Authors: Maede Zolanvari, Marcio A. Teixeira, Raj Jain | Published: 2019-12-02
Imbalanced Dataset
Performance Evaluation Metrics
Machine Learning Technology

Data mining for detecting Bitcoin Ponzi schemes

Authors: Massimo Bartoletti, Barbara Pes, Sergio Serusi | Published: 2018-03-01
Data Collection
Model evaluation methods
Imbalanced Dataset