Intriguing Properties of Adversarial ML Attacks in the Problem Space
Fabio Pierazzi , Lorenzo Cavallaro , Feargus Pendlebury , Jacopo Cortellazzi
arXiv: Cryptography and Security
154
2019
Crowdsensing and proximity services for impaired mobility
Jacopo Cortellazzi , Luca Foschini , Carlos Roberto De Rolt , Antonio Corradi
international symposium on computers and communications 44 -49
9
2016
Jigsaw puzzle: Selective backdoor attack to subvert malware classifiers
Limin Yang , Zhi Chen , Jacopo Cortellazzi , Feargus Pendlebury
2023 IEEE Symposium on Security and Privacy (SP) 719 -736
19
2023
Is it overkill? analyzing feature-space concept drift in malware detectors
Zhi Chen , Zhenning Zhang , Zeliang Kan , Limin Yang
2023 IEEE Security and Privacy Workshops (SPW) 21 -28
6
2023
How to Train your Antivirus: RL-based Hardening through the Problem-Space
Jacopo Cortellazzi , Ilias Tsingenopoulos , Branislav Bošanský , Simone Aonzo
arXiv preprint arXiv:2402.19027
2024
Inclusive Group Work Assessment for Cybersecurity
Hannan Xiao , Joseph Spring , Ievgeniia Kuzminykh , Jacopo Cortellazzi
28th annual ACM conference on Innovation and Technology in Computer Science Education (ITiCSE), 7-12 July 2023, Turku, Finland
2023
Intriguing Properties of Adversarial ML Attacks in the Problem Space [Extended Version]
Jacopo Cortellazzi , Feargus Pendlebury , Daniel Arp , Erwin Quiring
arXiv e-prints arXiv: 1911.02142 -arXiv: 1911.02142
2019
Code transplantation for adversarial malware
Jacopo Cortellazzi