Cybersecurity Datasets

CYBERSECURITY DATASETS

• https://attack.mitre.org/datasources/
• https://github.com/shramos/Awesome-Cybersecurity-Datasets
• https://www.unb.ca/cic/datasets/index.html
• https://data.world/datasets/cybersecurity
• https://www.sysnet.ucsd.edu/projects/url/
• https://csr.lanl.gov/data/auth/
• https://cyberdatascientist.com/datasets/
• https://www.covert.io/data-links/
• https://datasetsearch.research.google.com/
• https://www.globaldata.com/data-insights/listing/search/?q[]=cybersecurity&exactWord=3
• https://search.datacite.org/works?query=cybersecurity&resource-type-id=dataset
• https://www.globe-project.eu/en/data-sets_11834
• https://www.unb.ca/cic/datasets/index.html
• https://researchdata.edu.au/search/#!/rows=15/sort=score%20desc/class=collection/q=CYBER%20SECURITY/p=1/
• https://isc.sans.edu/data/
• https://datasetsearch.research.google.com/

CYBERSECURITY STATISTICS / MARKET ANALYSIS

• https://www.statista.com/statistics/595182/worldwide-security-as-a-service-market-size/
• http://dollphine.com/index-770.html
• https://shorturl.at/ekOPS
• https://www.technavio.com/report/government-cyber-security-market-in-us-industry-analysis
• https://ieee-dataport.org/documents/small-business-cyberweb-security-2020-2021

CYBERSECURITY RESEARCH ANALYSIS

• https://www.usenix.org/conference/cset18/presentation/zheng

CYBERSECURITY EDUCATION

• https://ieee-dataport.org/open-access/survey-european-cybersecurity-higher-education-programs
• https://search.datacite.org/works/10.12753/2066-026x-19-108

CYBERSECURITY INSURANCE

• https://www.globaldata.com/store/report/cybersecurity-in-insurance-theme-analysis/

CYBERSECURITY EVENTS / NETWORK TRAFFIC / LOGS

• https://csr.lanl.gov/data/
• https://csr.lanl.gov/data/cyber1/
• https://csr.lanl.gov/data/2017/
• https://www.stratosphereips.org/datasets-ctu13
• https://www.stratosphereips.org/datasets-iot23
• https://www.westpoint.edu/centers-and-research/cyber-research-center/data-sets
• https://csr.lanl.gov/data/
• https://www.ll.mit.edu/r-d/datasets
• https://github.com/sbousseaden/EVTX-ATTACK-SAMPLES

SECURITY ATTACKS

• https://attack.mitre.org/
• https://www.unb.ca/cic/datasets/ddos-2019.html

HONEYPOTS / HONEYNETS

• https://www.kaggle.com/datasets/startingsecurity/cybersecurity-honeypot-attacks

SECURITY DEVICES / INTRUSION PREVENTION SYSTEMS (IPS) / FIREWALLS

• https://www.unsw.adfa.edu.au/unsw-canberra-cyber/cybersecurity/ADFA-IDS-Datasets/
• http://www.sysnet.ucsd.edu/projects/url/#datasets
• https://www.uvic.ca/engineering/ece/isot/datasets/cloud-security/index.php
• https://research.unsw.edu.au/projects/adfa-ids-datasets
• https://www.ll.mit.edu/r-d/datasets
• https://kdd.ics.uci.edu/databases/kddcup99/kddcup99.html
• https://www.ll.mit.edu/r-d/datasets/2000-darpa-intrusion-detection-scenario-specific-datasets
• https://www.unb.ca/cic/datasets/ids-2017.html

HACKING

• https://zenodo.org/record/4160585

SECURITY VISUALIZATION

• https://vizsec.org/data/

BREACHES

• https://www.kaggle.com/datasets/alukosayoenoch/cyber-security-breaches-data
• https://www.gov.uk/government/statistics/cyber-security-breaches-survey-2021

MALWARE - VIRUSES, WORMS, TROJANS, ETC.

• https://github.com/elastic/ember
• https://www.uvic.ca/ecs/ece/isot/datasets/botnet-ransomware/index.php
• https://zenodo.org/record/1203289#.YFJ5f50zbIU
• https://www.stratosphereips.org/datasets-overview
• https://whyisyoung.github.io/BODMAS/
• https://datarade.ai/data-products/openavn-malware-dataset-gold-openavn
• https://malware-traffic-analysis.net/2019/index.html
• https://www.dropbox.com/sh/kk24ewnqi9qjdvt/AACj7AHJrDHQeyJTuo1oBqeQa
• https://www.wicar.org/test-malware.html
• https://www.eicar.org/
• https://thezoo.morirt.com/
• https://malshare.com/
• https://virusshare.com/
• https://github.com/misterch0c/malSploitBase
• https://hybrid-analysis.com/

EXPLOITS

• https://www.exploit-db.com/

BOTS

• https://github.com/splunk/botsv1

RISK ASSESSMENT

• https://open.tempe.gov/datasets/tempegov::5-12-cybersecurity-summary/about

ADVERSARIAL

• https://caldera.mitre.org/
• https://github.com/mitre/caldera

HEALTH / HEALTHCARE

• https://datadryad.org/stash/dataset/doi:10.5061/dryad.24275c6

IoT

• https://www.stratosphereips.org/datasets-iot23

BIOMETRIC

• https://www.uvic.ca/ecs/ece/isot/datasets/behavioral-biometric/index.php

ROBOTICS

• https://github.com/vmayoral/robot_hacking_manual

DATA SCIENCE

• https://www.kdnuggets.com/datasets/index.html

MACHINE LEARNING / DEEP LEARNING / ARTIFICIAL INTELLIGENCE

• https://marcoramilli.com/2016/12/16/malware-training-sets-a-machine-learning-dataset-for-everyone/
• http://www.sysnet.ucsd.edu/projects/url/#datasets
• https://github.com/jivoi/awesome-ml-for-cybersecurity#-datasets
• https://dodo-mlsec.org/static//files/codestylo-datasets.zip
• https://ieeexplore.ieee.org/document/8258167
• https://github.com/pygod-team/pygod