CyberMinds Task Knowledge: #108 CTF-04 Suspicious User-Agent Beaconing
@egeuysall · Apr 21, 2026
Issue: https://github.com/Cyber-Minds/CyberMinds/issues/108
Owner: @entyX
Due: 2026-04-24
Objective
Deliver intermediate detection challenge for beacon-like callback behavior.
Recommended Build Plan
- Create access-log fixtures with periodic callback signatures.
- Require user-agent + interval analysis output.
- Add deterministic checker for suspected beacon source list.
Security And Safety
- No real endpoints or identifiable user traces in fixtures.
- Avoid payload strings that could be misused as offensive examples.
- Protect checker from regex denial-of-service patterns.
Quality Checks
- Ensure expected outputs survive log-order permutation where appropriate.
- Confirm low-noise signal in true-positive detection.
CyberMinds Task Knowledge: #108 CTF-04 Suspicious User-Agent Beaconing