Analysis of Akira ransomware attack reconstruction using perimeter firewall and Windows event logs. Focus on early stages of the attack including initial access, privilege escalation to domain admin, and pre-encryption activities. Emphasizes the importance of correlating perimeter and endpoint logs for forensic investigation. Provides insights into defender-focused questions about attack progression before ransomware deployment.