What problem does Malware Discoverer address?

URL redirection is a salient feature for phishing and malware sites. Abusers use redirection to control the information flow and to evade detection. Collecting the redirection trace and discovering final URLs that host malicious artifacts is thus not an easy task. One challenge is how to discover entry points, or domains that initiate redirections. Another challenge is how to counteract cloaking techniques including IP-ban, javascript execution and fast flux. Malware Discoverer is designed to handle those challenges.

Example of one discovered malware campaigns. The entry-level domains (leftmost) use fake news as bait to lure users to click.

New [2021/04/15]: Check out our paper Discovering and Measuring Malicious URL Redirection Campaigns from Fake News Domains, accepted by 6th International Workshop on Traffic Measurements for Cybersecurity (WTMC 2021)

New [2021/03/31]: Check out how to add our PUP Domains Blocklist to uBlock Origin, Adguard, etc,. Huge thanks to Ming Di Leom for setting up the feed!

New [2021/03/30]: You can get discovered malicious domains from this blocklist. Currently we only surface domains that lead to PUP (potentially unwanted programs). Other types of malicious domains will be added soon.

How does Malware Discoverer work?

Malware Discoverer is powered by an unsupervised discovery system that is able to trace coordinated redirection campaigns. The algorithm includes three components:

  1. A crawler to collect redirection paths
  2. A cluster to identify suspicious domains that share common redirection paths
  3. A search expander to discover more domains co-hosted with suspicious domains

Malware Discoverer is a fully automated system. Currently it is tracking five IP addresses everyday. After the data collection, a python script loads the data, calculates summary statistics, and generates a png of the redirection network (see image above as an example). A daily threat intelligence report is published on this website and sent to subscribers via email.

What do we analyze in the threat intelligence report?

Our reports focus on the coordinated redirection behavior of those malware campaigns. We breakdown domains and IPs into three categories: tier one are entry-level domains/IPs, tier two are intermediate redirection hops, and ther three are final landing domains/IPs. For each tier, the report covers:

Current data collections and job status

Date IP Andrioid Chrome Iphone Safari
2021-07-24 64.32.8.68 result result result result
2021-07-24 37.48.65.149 result result result result
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