Q: You notice thousands of failed login attempts per minute hitting your `/api/v1/login` endpoint from hundreds of different rotating IP addresses. How do you defend against this brute-force attack?
Because the attacker is rotating IPs (a distributed brute force or credential stuffing attack), simply blocking a single IP address will ...
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🎙️ Candidate Opening & Architectural Context
""Security in modern DevOps must be automated into the pipeline rather than bolted on after deployment. The interviewer is testing: Distributed brute forcing, Rate Limiting, WAF managed rules, CAPTCHA.. I structure my answer around systematic triage first, root cause analysis second, and permanent remediation third.""
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🛠️ Production Runbook & Step-by-Step Resolution
1️⃣
Initial Diagnostics & Root Cause Analysis
Because the attacker is rotating IPs (a distributed brute force or credential stuffing attack), simply blocking a single IP address will not work.
- Application Rate Limiting: Implement strict rate limits based on the *username* being attempted, locking the account temporarily after 5 failed attempts (with careful consideration to avoid intentional denial-of-service against legitimate users).
- WAF Rules: Deploy a Web Application Firewall with managed rules to detect and block traffic from known malicious botnets, VPNs, and Tor exit nodes.
- Friction/Challenges: If behavior appears suspicious but isn't definitively malicious, inject a CAPTCHA challenge before processing the login request to mathematically prove the client is a human.
2️⃣
Remediation & Permanent Safeguards
💡 The Senior SRE Gold Nugget (Key Architectural Takeaway)
"Pro-Tip: Application Rate Limiting: Implement strict rate limits based on the *username* being attempted, locking the account temporarily a."
⚡ 60-Second Elevator Pitch Talking Points
- Application Rate Limiting: Implement strict rate limits based on the *username* being attempted, ...
- WAF Rules: Deploy a Web Application Firewall with managed rules to detect and block traffic from ...
- Friction/Challenges: If behavior appears suspicious but isn't definitively malicious, inject a CA...
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