What Muhammad demonstrated

Built a beginner SOC-style incident response workflow end to end: triaged a phishing email, mapped the attack to the cyber kill chain, identified anomalous sign-ins and real indicators of compromise, and ordered containment actions to cut attacker access quickly. Also wrote a structured incident report and tied lessons from the Continental case to segmentation as the highest-value control for limiting lateral movement and damage.

• Leakage-Free Incident Triage
• Log-Based Attack Path Reconstruction
• Risk-Based Containment Prioritization
• Evidence-Anchored Executive Communication