MASFuzzer generates fuzz drivers via mined multidimensional API sequences and adaptive scheduling, delivering 8.54% higher code coverage and 16 new vulnerabilities across 12 libraries.
Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models
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MASFuzzer: Fuzz Driver Generation and Adaptive Scheduling via Multidimensional API Sequences
MASFuzzer generates fuzz drivers via mined multidimensional API sequences and adaptive scheduling, delivering 8.54% higher code coverage and 16 new vulnerabilities across 12 libraries.