Add more entries

[Maspital]

Whenever something is added:

• Don't forget to update links in Related Work accordingly
• Mark the entry as done here and edit it to show the respective PR instead of a link

Datasets

2024

• BCCC-cPacket-Cloud-DDoS-2024 https://www.yorku.ca/research/bccc/2024/05/06/new-dataset-alert-bccc-cpacket-cloud-ddos-2024/
• Sindika et al. http://dx.doi.org/10.37284/eajit.7.1.1679 (private dataset, not adding)

2023

• Biblio-US17 https://idus.us.es/handle/11441/148254
• FLNET2023 https://github.com/nsol-nmsu/FML-Network
• UNR-IDD https://ieeexplore.ieee.org/document/10059640

2022

• CUPID https://doi.org/10.1016/j.sysarc.2022.102621
• I-Sec-IDS Add "I-SEC-IDS" dataset #80
• OD-IDS2022: Add "OD-IDS2022" dataset #67
• UWF-ZeekData22: Add "UWF-ZeekData22" dataset #61
• UWF-ZeekDataFall22 https://www.mdpi.com/2079-9292/12/24/5039

2021

• AWID3 https://doi.org/10.1109/ACCESS.2021.3061609
• CIC-Bell-DNS 2021 https://www.unb.ca/cic/datasets/dns-2021.html
• DetGen Datasets https://groups.inf.ed.ac.uk/security/detgen/ https://github.com/detlearsom/DetGen/blob/main/README-datasets.md

2020

• AIT LDS v1 https://zenodo.org/records/4264796
• APTGen Dataset https://www.usenix.org/conference/cset20/presentation/takahashi
• BotsV3 https://github.com/splunk/botsv3
• CERT Insider Threat Test Dataset https://kilthub.cmu.edu/articles/dataset/Insider_Threat_Test_Dataset/12841247
• CIRA-CIC-DoHBrw-2020 https://www.unb.ca/cic/datasets/dohbrw-2020.html
• InSDN https://ieeexplore.ieee.org/document/9187858
• LITNET 2020 https://www.mdpi.com/2079-9292/9/5/800
• SR-BH 2020: Add "SR-BH 2020" dataset #69

2019

• CIC-DDos2019: Add "CIC-DDoS2019" dataset #25

2018

• ISOT CID https://onlineacademiccommunity.uvic.ca/isot/2022/11/25/cloud-security-datasets/
• PUF https://doi.org/10.1016/j.procs.2018.05.079

2017

• CIC DoS: Add "CIC DoS" dataset #24
• CIDDS-001 https://www.hs-coburg.de/fileadmin/hscoburg/Forschung/WISENT_cidds_Technical_Report.pdf
• CIDDS-002 https://www.hs-coburg.de/fileadmin/hscoburg/Forschung/Technical_Report_CIDDS-002.pdf
• 2017 SUEE Dataset https://github.com/vs-uulm/2017-SUEE-data-set

2016

• DDoS 2016 https://thesai.org/Publications/ViewPaper?Volume=7&Issue=1&Code=IJACSA&SerialNo=59
• Kent 2016 (duplicate, alias for "Comprehensive, Multi-Source Cybersecurity Events")
• NDSec-1 https://www2.hs-fulda.de/NDSec/NDSec-1/Files/
• StreamSpot https://sbustreamspot.github.io/
• TRAbID https://secplab.ppgia.pucpr.br/?q=trabid

2015

• AWID: Add "AWID" dataset #71
• Booters Dataset https://doi.org/10.1109/INM.2015.7140298
• IRSC https://www.researchgate.net/publication/316148471_A_New_Intrusion_Detection_Benchmarking_System (private dataset, not adding)
• NCCDC https://www.impactcybertrust.org/dataset_view?idDataset=519
• PU-IDS https://doi.org/10.15837/ijccc.2015.3.1924
• UCSD https://www.impactcybertrust.org/dataset_view?idDataset=915

2014

• ISCX Botnet 2014 Add "ISCX Botnet 2014" dataset #81
• SSENET 2014 https://doi.org/10.1109/Eco-friendly.2014.100 (private dataset, not adding)
• SSHCure https://doi.org/10.1145/2677046.2677050
• User-Computer Associations in Time: Add "User-Computer Authentication Associations in Time" dataset #17

2013

• Vast Challenge 2013 https://data.pnnl.gov/group/nodes/dataset/13212

2012

• SANTA https://doi.org/10.1109/BIBE.2014.72 (private dataset, not adding)
• TUIDS: Add "TUIDS" dataset #33

2011

• SSENET 2011 https://doi.org/10.1109/AHICI.2011.6113948 (private dataset, not adding)

2010

• CSIC 2010 HTTP dataset https://www.tic.itefi.csic.es/dataset/
• ISOT Botnet: Add "ISOT Botnet" dataset #47

2009

• UNIBS: Add "UNIBS" dataset #46

2008

• GureKDDCup: Add "gureKDDCup" dataset #20

2007

• ECML PKDD https://hal-lirmm.ccsd.cnrs.fr/lirmm-00168955

2004

• Witty Worm Dataset https://www.caida.org/catalog/datasets/witty_worm_dataset

2001

• UCLA-CSD Traces https://lasr.cs.ucla.edu/ddos/traces/

2000

• DARPA 2000 https://www.ll.mit.edu/r-d/datasets/2000-darpa-intrusion-detection-scenario-specific-datasets
• SEA https://www.jstor.org/stable/2676780

1999

• DARPA 1999 https://www.ll.mit.edu/r-d/datasets/1999-darpa-intrusion-detection-evaluation-dataset

Collections

• Active DNS Project
• AZSecure Data https://www.azsecure-data.org/
• CAIDA Datasets https://catalog.caida.org/search?query=types=dataset%20links=tag:caida%20
• Contagiodump https://contagiodump.blogspot.com/
• covert.io https://www.covert.io/data-links/
• DEFCON CTF Archive https://defcon.org/html/links/dc-ctf.html
• Kaggle https://www.kaggle.com/
• Kharon Project https://cidre.gitlabpages.inria.fr/malware/malware-website/
• LBNL Enterprise Tracing Project https://www.icir.org/enterprise-tracing/
• Lawrence Berkeley National Laboratory Traces: Add "Lawrence Berkeley National Laboratory Traces" dataset #18
• Malware Capture Facility Project: Add "Malware Capture Facility Project" dataset #34
• MAWILab http://www.fukuda-lab.org/mawilab/
• Mid-Atlantic CCDC https://maccdc.org/
• OpenML https://www.openml.org/
• RIPE Data Repository https://labs.ripe.net/datarepository/
• Simple Web https://www.simpleweb.org/wiki/index.php/
• UMASS Trace Repository https://traces.cs.umass.edu/

Miscellaneous

These are things where I'm not yet certain what to do with them

• UNM system call dataset (most likely no longer available, double check)
• Metrosec (used to be at https://laas.fr/METROSEC)
• RUU Dataset (used to be at http://ids.cs.columbia.edu/RUU/data/)
• University of Napoli traffic dataset https://traffic.comics.unina.it/
• CDMC https://asterius.federation.edu.au/csmining.org/archive/

Currently not planning to add

These are datasets related to Industrial Control Systems (ICS), Internet of Things (IoT) and other non-standard environments

• 5GC PFCP INTRUSION DETECTION DATASET (2023) https://dx.doi.org/10.21227/e0gj-ev03
• IoT-23 (2023) https://www.stratosphereips.org/datasets-iot23
• TON-IoT (2021) https://research.unsw.edu.au/projects/toniot-datasets
• OPC UA Dataset (2020) https://digi2-feup.github.io/OPCUADataset/
• BOT-IoT (2019) https://research.unsw.edu.au/projects/bot-iot-dataset
• ICS Datasets https://sites.google.com/a/uah.edu/tommy-morris-uah/ics-data-sets
• can-train-and-test: A New CAN Intrusion Detection Dataset
• can-train-and-test: A curated CAN dataset for automotive intrusion detection
• Dragon_Pi: IoT Side-Channel Power Data Intrusion Detection Dataset and Unsupervised Convolutional Autoencoder for Intrusion Detection
• TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection
• ZBDS2023: A multi location Zigbee dataset to build innovative IoT Intrusion Detection Systems
• Evaluating Intrusion Detection for Microservice Applications: Benchmark, Dataset, and Case Studies
• Generation & evaluation of datasets for anomaly-based intrusion detection systems in IoT environments
• Routing Attack Detection Using Ensemble Deep Learning Model for IIoT
• Gotham Testbed: A Reproducible IoT Testbed for Security Experiments and Dataset Generation
• Feature engineering and machine learning framework for DDoS attack detection in the standardized internet of things
• ROSpace: Intrusion Detection Dataset for a ROS2-Based Cyber-Physical System
• Anomaly Detection Dataset for Industrial Control Systems
• ROSIDS23: Network intrusion detection dataset for robot operating system
• Comparative analysis of prediction results of multiple machine learning algorithms on LT-FS-Identity: Intrusion detection Dataset in Nuclear power plant systems
• Curated Dataset Generation for Enhanced Security: ST-PID Dataset
• A New Dataset for Intrusion Detection in Industrial Control System: A Gas Pipeline Testbed Study
• A Botnet Data Collection Method for Industrial Internet
• ERENO: A Framework for Generating Realistic IEC–61850 Intrusion Detection Datasets for Smart Grids
• HDFS (Supercomputer)
• IoT-DDoS