Publications

2024

1. DLSP

   Wendigo: Deep Reinforcement Learning for Denial-of-Service Query Discovery in GraphQL

   Shae McFadden, Marcello Maugeri, Chris Hicks, Vasilis Mavroudis, and Fabio Pierazzi

   In Proc. of the IEEE Workshop on Deep Learning Security and Privacy (DLSP) , 2024

   Bib PDF Code

   @inproceedings{mcfadden2024wendigo,
     title = {Wendigo: Deep Reinforcement Learning for Denial-of-Service Query Discovery in GraphQL},
     author = {McFadden, Shae and Maugeri, Marcello and Hicks, Chris and Mavroudis, Vasilis and Pierazzi, Fabio},
     booktitle = {Proc. of the {IEEE} Workshop on Deep Learning Security and Privacy ({DLSP})},
     year = {2024},
   }

2. arXiv

   TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time (Extended Version)

   Zeliang Kan, Shae McFadden, Daniel Arp, Feargus Pendlebury, Roberto Jordaney, and 3 more authors

   2024

   Bib PDF

   @misc{kan2024tesseract,
     title = {TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time (Extended Version)},
     author = {Kan, Zeliang and McFadden, Shae and Arp, Daniel and Pendlebury, Feargus and Jordaney, Roberto and Kinder, Johannes and Pierazzi, Fabio and Cavallaro, Lorenzo},
     year = {2024},
     eprint = {2402.01359},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
   }

2023

1. CCS Poster

   Poster: RPAL-Recovering Malware Classifiers from Data Poisoning using Active Learning

   Shae McFadden, Zeliang Kan, Lorenzo Cavallaro, and Fabio Pierazzi

   In Proc. of ACM Conference on Computer and Communications Security (CCS) , 2023

   Bib PDF Poster

   @inproceedings{mcfadden2023rpal,
     title = {Poster: RPAL-Recovering Malware Classifiers from Data Poisoning using Active Learning},
     author = {McFadden, Shae and Kan, Zeliang and Cavallaro, Lorenzo and Pierazzi, Fabio},
     booktitle = {Proc. of {ACM} Conference on Computer and Communications Security ({CCS})},
     year = {2023},
   }