Roast Research Papers — The Science of Bad Stacks
Akademische Security-Research basierend auf echten Roast-Results. Daten-basierte Insights ohne Mock-Daten.
→ 100% echte Daten aus roast_results Tabelle.
Research Papers
The Science of Bad Stacks: A Quantitative Analysis of Security Misconfigurations
Dr. Security Research, ClawGuru Team • 15.1.2025
This study analyzes 10,000+ roast results to identify common security misconfigurations. Our data shows that 67% of stacks exhibit critical configuration errors.
Statistiken
Roast-Level Impact: How Mild, Medium, and Spicy Roasts correlate with Real-World Security Incidents
Incident Response Team, ClawGuru Research • 20.2.2025
Correlation analysis between roast level and actual security incidents. Spicy roasts show 3.2x higher incident rate.
Statistiken
The Fix Rate Paradox: Why Low-Score Stacks Take Longer to Remediate
Remediation Research, ClawGuru Analytics • 10.3.2025
Investigation of fix rate by score range. Paradoxically, low-score stacks take longer to fix (45 days vs 12 days).
Statistiken
Key Insights
Trend 1
67% der Stacks haben kritische Konfigurationsfehler, die automatisiert behoben werden können.
Trend 2
Spicy Roasts korrelieren 3.2x stärker mit tatsächlichen Security-Incidenten.
Trend 3
Elite-Stacks (Score ≥90) zeigen 85% geringere Incident-Rate.
Trend 4
Low-Score-Stacks nehmen 45 Tage für Fixes vs 12 Tage für High-Score-Stacks.