Security●●●Banger
Harnessing LLM-Prompt Mutation to Build Smart,Automated Fuzz Drivers
Beats OSS-Fuzz coverage by 1.6x using LLMs to write harness code instead of inputs.
Big BrainSolve My Problem
JasonHEIN
201mo ago

Landing page is a 403 error, so there's nothing to evaluate.
Cryptography researchers
Beats OSS-Fuzz coverage by 1.6x using LLMs to write harness code instead of inputs.
LLM-driven semantic mutants (off-by-one bugs, swallowed errors) beat mechanical swap mutation testing.
Mutation testing proves tests actually protect acceptance criteria, not just pass.
403 Forbidden error blocks access to the paper claiming universal stability criteria.
TDD methodology for AI agents when prompting guides already exist.
Yahtzee meets roguelike, but incremental design lacks the replayability hook.