
TL;DR
A WAF tester was developed using a large language model (LLM) to simulate hacker behavior and evaluate WAF effectiveness. The key finding was that LLMs can rapidly mutate attack payloads, revealing potential vulnerabilities in web applications.
✦ Why It Matters
Evaluate your WAF's effectiveness against AI-driven attacks by implementing dynamic testing today.
Key Takeaways
How It Works
The testing system uses LLMs to generate and modify attack payloads based on previous responses from the WAF. It operates in a loop, where the model suggests variations of attacks, which are then sent to the WAF for evaluation.
The system tracks the results and adapts its approach based on what is blocked or allowed, without accessing internal WAF rules.
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