• Member : 蔡昀達, Cayon Liow
• Meeting :

ISCX-URL-2016(https://www.unb.ca/cic/datasets/url-2016.html)

kaggle

1. https://www.kaggle.com/antonyj453/urldataset
2. https://www.kaggle.com/aktank/url-detection
3. https://www.kaggle.com/deepak730/finding-malicious-url-through-url-features

Phising URLS

1. Phishtank https://www.phishtank.com/developer_info.php
2. Open Phis https://openphish.com/

SPAM URLS

1. JWSPAMSPY http://www.joewein.de/sw/blacklist.htm

Malware URLS (These three does not update for a long time)

1. DNS-BH - http://www.malwaredomains.com/wordpress/?page_id=66
2. https://www.malwarepatrol.net/my-account/
3. http://www.malwaredomainlist.com/

Benign URLS

1. Majestic - https://majestic.com/reports/majestic-million

Other Source

1. https://zeltser.com/malicious-ip-blocklists/

###### Black list

1. EtherAddressLooup - https://etherscamdb.info/api
2. Bambenek consulting - https://osint.bambenekconsulting.com/feeds/
3. firehol - http://iplists.firehol.org/
4. Spamhaus and DShield - http://www.squidblacklist.org/downloads/drop.malicious.rsc
5. squidguard - http://www.squidguard.org/blacklists.html
6. blackweb - https://github.com/maravento/blackweb

White List - https://www.alexa.com/topsites

- https://otx.alienvault.com/

- https://www.riskiq.com/platform/architecture/internet-data-sets/passive-dns/

- https://www.abuseipdb.com/

- Chrome外掛軟體 Googel WOT plugin

#####

- http://whois.domaintools.com

- https://www.urlvoid.com

- https://www.ipvoid.com/

- https://www.apivoid.com/api/domain-reputation/

1. Collect training data
2. Collect whois information
3. manual feature
4. model desgin

https://hackmd.io/RKXNLcvUQY2a-cQAESigqw?view