CIC-IDS-2017

CIC-IDS-2017 Dataset This repository contains the CIC-IDS-2017 dataset with the original PCAPs and the CSVs converted to Parquet format for easier use. Dataset Structure Configurations machine_learning: Contains the flow-based features used for ML training (Converted from MachineLearningCVE CSVs). traffic_labels: Conta

Papers using CIC-IDS-2017 (6)

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT2026AoI-Guided Client Selection for Robust and Timely Federated Intrusion Detection in Cloud-Edge Security Analytics2026Federated Naive Bayes with Real Mixture of Gaussians and Institutional Governance Regularization for Network Intrusion Detection2026EdgeDetect: Importance-Aware Gradient Compression with Homomorphic Aggregation for Federated Intrusion Detection2026Zero-Trust Agentic Federated Learning for Secure IIoT Defense Systems2025Enhancing Intrusion Detection In Internet Of Vehicles Through Federated Learning2023