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Network Intrusion Detection datasets

archive 2025-07-28

14 datasets carry the task tag "Network Intrusion Detection" (the task itself: Network Intrusion Detection), ordered by the archive's paper count. Page 1 of 1: 14 shown of 14. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Network Intrusion Detection 14

Network Intrusion Detection datasets 1–14 of 14

UNSW-NB15 (UNSQ-NB15)
UNSW-NB15 is a network intrusion dataset.
TabularIntrusion DetectionNetwork Intrusion DetectionSynthetic Data Generation
156 papers · 3 benchmarks
CICIDS2017 (Intrusion Detection Evaluation Dataset (CIC-IDS2017))
Intrusion Detection Evaluation Dataset (CIC-IDS2017) Intrusion Detection Systems (IDSs) and Intrusion Prevention Systems (IPSs) are the most important defense tools against the sophisticated and ever-growing network attacks.
Intrusion DetectionNetwork Intrusion Detection
18 papers · 2 benchmarks
ToN_IoT
The TONIoT datasets are new generations of Internet of Things (IoT) and Industrial IoT (IIoT) datasets for evaluating the fidelity and efficiency of different cybersecurity applications based on Artificial Intelligence (AI).
Network Intrusion DetectionSpeech Synthesis - Gujarati
8 papers · 2 benchmarks
EDGE-IIOTSET (A NEW COMPREHENSIVE REALISTIC CYBER SECURITY DATASET OF IOT AND IIOT APPLICATIONS: CENTRALIZED AND FEDERATED LEARNING)
ABSTRACT In this project, we propose a new comprehensive realistic cyber security dataset of IoT and IIoT applications, called Edge-IIoTset, which can be used by machine learning-based intrusion detection systems in two different modes,…
Intrusion DetectionNetwork Intrusion Detection
4 papers · 0 benchmarks
Kitsune Network Attack Dataset
Kitsune Network Attack Dataset This is a collection of nine network attack datasets captured from a either an IP-based commercial surveillance system or a network full of IoT devices.
ImagesIntrusion DetectionNetwork Intrusion Detection
4 papers · 0 benchmarks
IoT Network Intrusion Dataset
1.
Intrusion DetectionNetwork Intrusion Detection
3 papers · 0 benchmarks
SIDD-Image (Segmented Intrusion Detection Dataset)
This is the first image-based network intrusion detection dataset.
ImagesImage ClassificationNetwork Intrusion Detection
3 papers · 1 benchmark
CIC IoT Dataset 2022
CIC IoT Dataset 2022 This project aims to generate a state-of-the-art dataset for profiling, behavioural analysis, and vulnerability testing of different IoT devices with different protocols such as IEEE 802.11, Zigbee-based and Z-Wave.
Network Intrusion Detection
2 papers · 0 benchmarks
IoT Benign and Attack Traces (IoT Benign and Attack Traces - Data Collected for ACM SOSR 2019)
IOT BENIGN AND ATTACK TRACES Data Collected for ACM SOSR 2019 Attack & Benign Data Instructions Flow data contains flow counters of MUD flow, each instance in the file are collected every one minute.
Network Intrusion Detection
2 papers · 0 benchmarks
IoT ENVIRONMENT DATASET
ABSTRACT Recently, the technology of the fourth revolution has given the characteristics of things constantly expanding, and everything, including people, things, people, and the environment, is connected based on the Internet.
Intrusion DetectionNetwork Intrusion Detection
1 paper · 0 benchmarks
UQ NIDS Datasets (Machine Learning-Based NIDS Datasets)
A comprehensive dataset, merging all the aforementioned datasets.
Network Intrusion Detection
1 paper · 0 benchmarks
UQ NIDS Datasets (FlowMeter Format) (Machine Learning-Based NIDS Datasets)
CICFlowMeter format of the datasets are made up of 83 features.
Network Intrusion Detection
1 paper · 0 benchmarks
UQ NetFlow NIDS v1 (Machine Learning-Based NIDS Datasets)
A comprehensive dataset, merging all the aforementioned datasets.
Network Intrusion Detection
1 paper · 0 benchmarks
WEB-IDS23 Dataset
WEB-IDS23 is a network intrusion detection dataset that includes over 12 million flows, categorizing 20 attack types across FTP, HTTP/S, SMTP, SSH, and network scanning activities.
TabularNetwork Intrusion Detection
1 paper · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.