Search results

• 2024

  The Impact of Active Learning on Availability Data Poisoning for Android Malware Classifiers

  McFadden, S., Kan, M., Cavallaro, L. & Pierazzi, F., 20 Oct 2024, (Accepted/In press) Proceedings of the Annual Computer Security Applications Conference Workshops (ACSAC Workshops). 2024 ed. Honolulu, Hawaii, USA: IEEE, 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  File

  • Active Learning 100%
  • Data Availability 100%
  • Classifier 100%
  • Android Malware 100%
  • Support Vector Machine 25%
  58 Downloads (Pure)

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

  McFadden, S., Maugeri, M., Hicks, C., Mavroudis, V. & Pierazzi, F., 23 May 2024, Proceedings - 45th IEEE Symposium on Security and Privacy Workshops, SPW 2024. 2024 ed. San Francisco, CA, USA: IEEE, p. 68-75 8 p. (Proceedings - 45th IEEE Symposium on Security and Privacy Workshops, SPW 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  File

  • Denial-of-Service 100%
  • Deep Reinforcement Learning 100%
  • Attack 42%
  • Query Language 14%
  • Response Time 14%
  465 Downloads (Pure)