activity
20152022
most citedDetection of Unauthorized IoT Devices Using Machine Learning Techniques

198 citations · 229 across the 7 of their papers we have counts for

collaborators

11 papers

cs.CR2022

Identifying Near-Optimal Single-Shot Attacks on ICSs with Limited Process Knowledge

Herson Esquivel-Vargas, John Henry Castellanos, Marco Caselli +2

Industrial Control Systems (ICSs) rely on insecure protocols and devices to monitor and operate critical infrastructure. Prior work has demonstrated that powerful attackers with de…

cs.CR2021

Security Analysis of Vendor Implementations of the OPC UA Protocol for Industrial Control Systems

Alessandro Erba, Anne Müller, Nils Ole Tippenhauer

The OPC UA protocol is an upcoming de-facto standard for building Industry 4.0 processes in Europe, and one of the few industrial protocols that promises security features to preve…

cs.CR2020

Assessing the Use of Insecure ICS Protocols via IXP Network Traffic Analysis

Giovanni Barbieri, Mauro Conti, Nils Ole Tippenhauer +1

Modern Industrial Control Systems (ICSs) allow remote communication through the Internet using industrial protocols that were not designed to work with external networks. To unders…

cs.CR2020

Decentralized Privacy-Preserving Proximity Tracing

Carmela Troncoso, Mathias Payer, Jean-Pierre Hubaux +31

This document describes and analyzes a system for secure and privacy-preserving proximity tracing at large scale. This system, referred to as DP3T, provides a technological foundat…

cs.CR2019

Constrained Concealment Attacks against Reconstruction-based Anomaly Detectors in Industrial Control Systems

Alessandro Erba, Riccardo Taormina, Stefano Galelli +4

Recently, reconstruction-based anomaly detection was proposed as an effective technique to detect attacks in dynamic industrial control networks. Unlike classical network anomaly d…

cs.CR2019

Challenges for Security Assessment of Enterprises in the IoT Era

Yael Mathov, Noga Agmon, Asaf Shabtai +3

For years, attack graphs have been an important tool for security assessment of enterprise networks, but IoT devices, a new player in the IT world, might threat the reliability of…