Newsletter
Ransomware Isn’t About Encryption Anymore — It’s About Leverage
Double extortion, leverageware, and identity-based ransomware entry paths — why modern ransomware is about control and pressure, not just encrypting files.
Platform and backend engineer focused on identity, telemetry, and security automation. Samuel works across Python, Go, and cloud-native tooling — exploring how AI can sharpen detection and improve data quality.
Newsletter
Double extortion, leverageware, and identity-based ransomware entry paths — why modern ransomware is about control and pressure, not just encrypting files.
Newsletter
SIEM blind spots, log gaps, and AI breach reconstruction — why incomplete telemetry lets attackers hide for 200+ days and how to fix detection failures.