Research output per year
Research output per year
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Dive into the research topics where Fabio Pierazzi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Characterizing Physical Adversarial Attacks on Robot Motion Planners
Wu, W., Pierazzi, F., Du, Y. & Brandão, M., 29 Jan 2024, (Accepted/In press) 2024 IEEE International Conference on Robotics and Automation (ICRA).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile438 Downloads (Pure) -
EmbedWatch: Fat Pointer Solution for Detecting Spatial Memory Errors in Embedded Systems
Rusconi, D., Zoia, M., Buccioli, L., Pierazzi, F., Bruschi, D., Cavallaro, L., Toffalini, F. & Lanzi, A., 20 Aug 2024, (Accepted/In press) Proc. of the 6th Workshop on CPS and IoT Security (CPSIoTSec). 2024 ed.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile157 Downloads (Pure) -
How to Train your Antivirus: RL-based Hardening through the Problem Space
Tsingenopoulos, I., Cortellazzi, J., Bošanský, B., Aonzo, S., Preuveneers, D., Joosen, W., Pierazzi, F. & Cavallaro, L., 17 Jul 2024, (Accepted/In press) Proc. of the International Symposium on Research in Attacks, Intrusions and Defenses (RAID).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile203 Downloads (Pure) -
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 AccessFile58 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 AccessFile465 Downloads (Pure)
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XAdv: XAdv: Robust Explanations for Malware Detection
Pierazzi, F. (Primary Investigator)
EPSRC Engineering and Physical Sciences Research Council
1/10/2023 → 30/09/2026
Project: Research
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Concept drift in distributed IIoT networks
Pierazzi, F. (Primary Investigator)
1/06/2021 → 31/05/2025
Project: Research
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ML Model Vulnerabilities in Systems Security
Pierazzi, F. (Primary Investigator)
2/10/2023 → 16/04/2024
Project: Research