The world runs on data, and it is used to improve our decisions. Attackers know this. So do we. SecureMinds turns defensive telemetry into tested hypotheses, and tested hypotheses into configuration your team can ship the same afternoon.
ADFS token signing after MFA fatigue
0.94
%LOCALAPPDATA% via signed helper
0.88
443 with jittered sleep
0.42
# emitted 04:12 UTC, ready to ship rule adfs_signing_cert_export sev critical via edr,sysmon,entra fp 0.3% (90d replay)
The platform
Kidding. Mostly. Here is what actually happens.
01 / COLLECT
We ingest defensive telemetry from every layer a defender already owns, strip it of anything that identifies your estate, and normalize it into a single schema. Nothing leaves the enclave in a form that maps back to you.
02 / HYPOTHESIZE
Sanitized data is experimented on using AI-generated hypotheses that attempt to predict the attacker's next move. Every hypothesis is scored, replayed against held-out history, and then either survives or is thrown away.
03 / SHIP
Hypotheses that clear our statistical bar are turned into actionable configuration that defenders can implement immediately. Detection logic, hardening baselines, policy. No slideware, no forty-page appendix.
4.2B
Events processed each day
1,900+
Hypotheses tested per week
11d
Median lead time on a new technique
0.3%
False positive rate at ship time
Approach
Form a hypothesis. Try to kill it. Publish what survives. We run defense the same way a lab runs a study, because guessing is not a methodology.
Every hypothesis states what would prove it wrong before it is ever tested.
Ninety days of data the model has never seen decides whether it survives.
We track the false positive rate in your environment, not in our demo tenant.
Research notes
Careers
Hacking is the very nature of science. Think you have what it takes? Drop us a line and introduce yourself. We read everything, and we answer the interesting ones first.
Contact
We have not made our big splash yet, but it is coming soon. In the meantime we would love to hear from you.