CTI research & analysis
Expert threat intelligence, in the open.
In-depth analysis, IOC reports, and actor tracking from the Chawkr research team — the same infrastructure intelligence that powers ClusterHawk, written up for the practitioners who act on it.
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SILENTLOOM: A Reused Device Pool Behind a Quiet Microsoft 365 Password Attack
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Find the House, Not the Doormat: A Doctrine for Reading Infrastructure Metadata After the Attack
The single-indicator pivot dies against a tier-separated operator, stopping at the access surface. This doctrine proposes four moves for reading metadata after: seed from a behavioral cohort, mine persistent fingerprints, separate attack signature from residue, confirm with an independent source.
Chawkr Reports
18/06/2026
EvilTokens: Device Code Phishing Goes Industrial
We fed 95 EvilTokens campaign IPs into ClusterHawk and mapped a four-tier architecture. It spans a Cloudflare CDN frontend, DocuSign/Exim backend hosting, a bridge cluster on Google Trust Services certs, Cobalt Strike C2 via domain fronting, and an unreported IoT layer of Hikvision/Dahua cameras.
Chawkr Reports
09/04/2026
Why Chawkr
Intelligence you can act on, not just read.
Expert-led analysis
Every report is written by practitioners who tracked the threat, not aggregated from feeds.
Emerging trends early
We surface infrastructure shifts before they show up on the public blocklists.
IOC & analysis reports
Structured indicators and detection logic you can drop straight into your stack.
A practitioner community
Discuss findings in threaded comments with analysts working the same problems.
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Run the same analysis on your own data.
The clustering and fingerprinting behind these reports is a product. ClusterHawk turns your IOC lists into the operation behind them — on GPU, in minutes.
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