Introduction
For Akamai's Web Application Protector, we're facing a critical trade-off between implementing more stringent security rules and minimizing false positives to improve user experience. This decision impacts the core functionality of our product and has significant implications for our customers' security posture and operational efficiency.
In my analysis, I'll explore the key factors influencing this trade-off, propose a structured approach to evaluate our options, and provide a data-driven recommendation for moving forward.
I'd like to start by asking a few clarifying questions to ensure we're aligned on the context and constraints of this decision. Then, I'll walk you through my analysis framework, covering product understanding, metrics identification, experiment design, and decision-making criteria.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps prioritize security rules based on most common or severe threats Expected answer: Focus on SQL injection, XSS, and DDoS attacks Impact on approach: Would influence the balance between stringency and false positives for different attack types
Why it matters: Informs the relative importance of security vs. user experience for our target market Expected answer: Primarily enterprise customers, subscription-based model Impact on approach: May lean towards stricter security if enterprise customers prioritize it
Why it matters: Different user groups may have varying tolerances for false positives Expected answer: Both security teams and developers use the product Impact on approach: Would need to balance needs of both groups in our solution
Why it matters: Establishes a baseline for improvement and competitive positioning Expected answer: Current false positive rate is X%, slightly above industry average Impact on approach: Would help set realistic goals for improvement without compromising security
Why it matters: Ensures we can support the chosen solution operationally Expected answer: Support team is at 80% capacity, some room for increase Impact on approach: May influence the pace of implementing changes or require additional resources
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