Marcel Böhme’s Post

Gaetano Sapia's paper on Scaling Security Testing by Adressing the Reachability Gap has been accepted at #ICSE26! 📝 https://lnkd.in/eF_m--Wp 🧑💻 https://lnkd.in/ezs5imqw How to scale automatic security testing to arbitrary systems? 🧗 Manually writing fuzz drivers doesn't scale. 🚩 Auto-generating them gives false positives. 👩💻 Invivo fuzzing requires a user to configure the system and to execute the target component. 🤖 Can we substitute the user and auto-generate the configuration and the executions to amplify? Feel invited to read the paper to find out 🤠.

  • graphical user interface, application

i imagined something along the lines as in the inputs for the fuzztest will be generated by an LLM and after its passed to the program the program returns the coverage which gets feed back to the LLM for it to decide the next input mutation , it gets reward for new coverage and even if the coverage stays same if the program state changes it gets half reward, if no cov increase or no state change it gets punishment and repeat lol

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