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Using Grammatical Evolution to Discover Test Payloads: A New Frontier in API Testing

  • Grammatical Evolution (GE), when fused with Genetic Algorithms (GA), opens up a beautifully chaotic new approach to payload discovery in API testing.
  • Genome, Grammar, Fitness Function, and Operators are the core components of Grammatical Evolution.
  • Grammatical Evolution allows meaningful payload structure with randomness, enabling injections, formatting errors, anomalies, and memory/delay triggers.
  • The system tracks payloads, finds vulnerabilities, and offers regression discovery, making it useful for QA engineers, security testers, and automation engineers.

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