King’s Research Portal

F Pierazzi , G Mezzour , Q Han , M Colajanni

2020
POSTER: Enabling Fair ML Evaluations for Security {References for Poster Timeline}

FEARGUS PENDLEBURY , FABIO PIERAZZI , ROBERTO JORDANEY , JOHANNES KINDER

Security and Confidentiality Solutions for Public Cloud Database Services

Fabio Pierazzi , Michele Colajanni , Luca Ferretti , Mirco Marchetti
international conference on emerging security information systems and technologies 36 -42

14
2013
TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time

Fabio Pierazzi , Johannes Kinder , Lorenzo Cavallaro , Roberto Jordaney
usenix security symposium 729 -746

262
2019
Intriguing Properties of Adversarial ML Attacks in the Problem Space

Fabio Pierazzi , Lorenzo Cavallaro , Feargus Pendlebury , Jacopo Cortellazzi
arXiv: Cryptography and Security

154
2019
Efficient detection of unauthorized data modification in cloud databases

Luca Ferretti , Fabio Pierazzi , Michele Colajanni , Mirco Marchetti
international symposium on computers and communications 1 -6

2
2014
Exploratory security analytics for anomaly detection

Fabio Pierazzi , Sara Casolari , Michele Colajanni , Mirco Marchetti
Computers & Security 56 28 -49

17
2016
A Data-driven Characterization of Modern Android Spyware

Fabio Pierazzi , Ghita Mezzour , Qian Han , Michele Colajanni
acm transactions on management information systems 11 ( 1) 1 -38

3
2020
Scalable architecture for online prioritisation of cyber threats

Fabio Pierazzi , Giovanni Apruzzese , Michele Colajanni , Alessandro Guido
international conference on cyber conflict 1 -18

11
2017
A Probabilistic Logic of Cyber Deception

Sushil Jajodia , Noseong Park , Fabio Pierazzi , Andrea Pugliese
IEEE Transactions on Information Forensics and Security 12 ( 11) 2532 -2544

30
2017
Security and privacy of location-based services for in-vehicle device systems

Marcello Missiroli , Fabio Pierazzi , Michele Colajanni
high performance computing systems and applications 841 -848

2014
Countering Advanced Persistent Threats through security intelligence and big data analytics

Mirco Marchetti , Fabio Pierazzi , Alessandro Guido , Michele Colajanni
international conference on cyber conflict 243 -261

48
2016
Analysis of high volumes of network traffic for Advanced Persistent Threat detection

Mirco Marchetti , Fabio Pierazzi , Michele Colajanni , Alessandro Guido
Computer Networks 109 ( 109) 127 -141

81
2016
Ec2: Ensemble clustering and classification for predicting android malware families

Tanmoy Chakraborty , Fabio Pierazzi , VS Subrahmanian
IEEE Transactions on Dependable and Secure Computing 17 ( 2) 262 -277

138
2017
$\sf {DBank} $ DBank: Predictive Behavioral Analysis of Recent Android Banking Trojans

Chongyang Bai , Qian Han , Ghita Mezzour , Fabio Pierazzi
IEEE Transactions on Dependable and Secure Computing 18 ( 3) 1378 -1393

22
2019
Exploring the security and privacy risks of chatbots in messaging services

Jide Edu , Cliona Mulligan , Fabio Pierazzi , Jason Polakis
581 -588

9
2022
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
SaTML 2024

Aaron Roth , Adria Gascon , Alina Oprea , Aloni Cohen