针对于网络安全领域中基于PCAP流量的数据集

网络安全领域中基于PCAP流量的数据集

MAWI Working Group Traffic Archive

URL：http://mawi.wide.ad.jp/mawi/

CIC dataset

Canadian Institute for Cybersecurity datasets are used around the world by universities, private industry and independent researchers.

URL：https://www.unb.ca/cic/datasets/

KDD’99 (University of California, Irvine 1998, 99)

CAIDA (Center of Applied Internet Data Analysis – 2002/2016)

http://www.caida.org/data(缺乏政府，企业和研究机构的支持，DatCat发展空间不大)

UNIBS

URL: www.ing.unibs.it/ntw/tools/traces/index.php

WIDE

URL: http://mawi.wide.ad.jp/mawi

WITS

URL: www.wand.net.nz/wits(只能通过IPV6主机访问)

MAWILab

http://www.fukuda-lab.org/mawilab/data.html

CIDDS data sets

https://www.hs-coburg.de/index.php?id=927

https://github.com/markusring/CIDDS

LANDER

LBNL (Lawrence Berkeley National Laboratory and ICSI – 2004/2005)

MERIT

RouteViews

PCH

CTU-13 Dataset

http://mcfp.weebly.com/the-ctu-13-dataset-a-labeled-dataset-with-botnet-normal-and-background-traffic.html

Publicly available PCAP files

https://www.netresec.com/?page=pcapfiles

UCI Network Data Repository

https://networkdata.ics.uci.edu/resources.php

CRAWDAD

https://crawdad.org//

Stratosphere Lab

https://www.stratosphereips.org/datasets-overview/

Cambridge University 

Computer Laboratory 

https://www.cl.cam.ac.uk/research/srg/netos/projects/brasil/data/index.html

https://www.cl.cam.ac.uk/research/srg/netos/projects/archive/nprobe/data/papers/index.html

Moore数据集 https://www.cl.cam.ac.uk/research/srg/netos/projects/archive/nprobe/data/papers/ccr-ivs-crc/index.html

DARPA (Lincoln Laboratory 1998, 1999)

DEFCON (The Shmoo Group, 2000)

CDX (United States Military Academy 2009)

Kyoto (Kyoto University – 2009)

Twente (University of Twente – 2009)

UMASS (University of Massachusetts – 2011)

ISCX2012 (University of New Brunswick – 2012)

ADFA (University of New South Wales – 2013)

国内一些实验室也会有一些数据集：

360 Netlab

http://blog.netlab.360.com/tag/ddos/

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以上数据集有的需要申请，但是如果是学生应该可以申请到，只要私信留的邮箱即可。

最后别忘了用数据集的时候引用他们的文章。当然如果可以的话顺便引用我的一下，嘿嘿嘿。

本文努力持续更新中。。。

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Reference

[1] Towards a Reliable Intrusion Detection Benchmark Dataset, URL: https://www.riverpublishers.com/journal_read_html_article.php?j=JSN/2017/1/009