In proceeding of Annual Computer Security Applications Conference (ACSAC) 2022
"Assessing Model-free Anomaly Detection in Industrial Control Systems Against Generic Concealment Attacks"
Alessandro Erba, Nils Ole Tippenhauer
About Me
PhD student in Computer Science
I am a PhD student at CISPA Helmholtz Center for Information Security and Saarbrücken Graduate
School of Computer Science.
I am advised by Dr. Nils Ole Tippenhauer, working in Scy-Phy group.
I am intrested in Cyber-Physical Systems Security and Adversarial Machine
Learning. In particular Adversarial Examples against Anomaly Detectors for Industrial Control
Systems.
I hold Master's and Bachelor's degrees in Computer Science Engineering from Politecnico di
Milano. During my master's, I spent seven months as a visiting student at the iTrust lab at
Singapore University of Technology and Design.
I am currently visiting student at the Cyber-Physical Security Lab (CPSec) with Prof. Saman Zonouz
at Georgia Institute of Technology.
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Visiting PhD. Student @GaTech Nov 2022 - Today
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PhD. Student @CISPA May 2019 - Today
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Visiting Student @iTrust Sept. 2018 - March 2019
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Master Student @Polimi Oct. 2016 - April 2019
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Bachelor Student @Polimi Oct. 2013 - Sept. 2016
Publications
In proceeding of CPS & IoT Security and Privacy (CPSIoTSec2022)
"Security Analysis of Vendor Implementations of the OPC UA Protocol for Industrial Control Systems"
Alessandro Erba, Anne Müller, Nils Ole Tippenhauer
Best Paper Award
In proceeding of Annual Computer Security Applications Conference (ACSAC) 2020
"Constrained Concealment Attacks against Reconstruction-based Anomaly Detectors in Industrial Control Systems"
Alessandro Erba, Riccardo Taormina, Stefano Galelli, Marcello Pogliani, Michele Carminati, Stefano Zanero, Nils Ole Tippenhauer
In proceeding of The Joint Workshop on CPS & IoT Security and Privacy (CPSIoTSec2020)
"A Statistical Analysis Framework for ICS Process Datasets"
Federico Turrin, Alessandro Erba, Nils Ole Tippenhauer, Mauro Conti