APIRL, a deep Q-network with a pre-trained transformer embedding of HTTP responses, finds more 5XX bugs than six baseline fuzzers across 26 REST APIs using fewer requests.
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APIRL: Deep Reinforcement Learning for REST API Fuzzing
APIRL, a deep Q-network with a pre-trained transformer embedding of HTTP responses, finds more 5XX bugs than six baseline fuzzers across 26 REST APIs using fewer requests.