Emmanuele Zambon @ TU/e
Emmanuele Zambon @ TU/e
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Specification Mining for Intrusion Detection in Networked Control Systems
This paper discusses a novel approach to specification-based intrusion detection in the field of networked control systems. Our approach reduces the substantial human effort required to deploy a specification-based intrusion detection system by automating the development of its specification rules.
Marco Caselli
,
Emmanuele Zambon
,
Johanna Amann
,
Robin Sommer
,
Frank Kargl
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Modeling Message Sequences for Intrusion Detection in Industrial Control Systems
Sequence attacks subvert infrastructure operations by sending misplaced industrial control system messages. This chapter discusses four main sequence attack scenarios against industrial control systems.
Marco Caselli
,
Emmanuele Zambon
,
Jonathan Petit
,
Frank Kargl
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Sequence-aware Intrusion Detection in Industrial Control Systems
Our paper discusses a specific type of semantic attack involving “sequences of events”. Common network intrusion detection systems (NIDS) generally search for single, unusual or “not permitted” operations. In our case, rather than a malicious event, we show how a specific series of “permitted” operations can elude standard intrusion detection systems and still damage an infrastructure.
Marco Caselli
,
Emmanuele Zambon
,
Frank Kargl
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DOI
Through the eye of the PLC: semantic security monitoring for industrial processes
Off-the-shelf intrusion detection systems prove an ill fit for protecting industrial control systems. Specifically, current systems fail to detect recent process control attacks. In this work we present a detector that continuously tracks updates to corresponding process variables to then derive variable-specific prediction models as the basis for assessing future activity.
Dina Hadžiosmanović
,
Robin Sommer
,
Emmanuele Zambon
,
Pieter H. Hartel
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DOI
On Emulation-Based Network Intrusion Detection Systems
In this paper we investigate and test the actual effectiveness of emulation-based detection and show that the detection can be circumvented by employing a wide range of evasion techniques, exploiting weakness that are present at all three levels in the detection process. We draw the conclusion that current emulation-based systems have limitations that allow attackers to craft generic shellcode encoders able to circumvent their detection mechanisms.
Ali Abbasi
,
Jos Wetzels
,
Wouter Bokslag
,
Emmanuele Zambon
,
Sandro Etalle
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DOI
On the Feasibility of Device Fingerprinting in Industrial Control Systems
In this paper we provide an overview of standard device fingerprinting techniques and an assessment on the application feasibility in ICS infrastructures. We identify challenges that fingerprinting has to face and mechanisms to be used to obtain reliable results. Finally, we provide guidelines for implementing reliable ICS fingerprinters.
Marco Caselli
,
Dina Hadžiosmanović
,
Emmanuele Zambon
,
Frank Kargl
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N-Gram against the Machine: On the Feasibility of the N-Gram Network Analysis for Binary Protocols
In this paper we investigate the effectiveness of a widely studied category of network intrusion detection systems: anomaly-based algorithms using n-gram analysis for payload inspection. Our tests show that the analyzed systems, in presence of data with high variability, cannot deliver high detection and low false positive rates at the same time.
Dina Hadžiosmanović
,
Lorenzo Simionato
,
Damiano Bolzoni
,
Emmanuele Zambon
,
Sandro Etalle
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DOI
CRAC: Confidentiality risk assessment and IT-infrastructure comparison
CRAC is an IT-infrastructure-based method for assessing and comparing confidentiality risks of distributed IT systems. The method …
Ayşe Moralı
,
Emmanuele Zambon
,
Sandro Etalle
,
Roel Wieringa
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Extended eTVRA vs. security checklist: Experiences in a value-web
In this paper, we evaluate the time and resource efficiency of parts of eTVRA and the quality of the result produced by following eTVRA compared to a more pragmatic approach (Protection Profile-based checklists). We use both approaches to identify and analyze risks of a new SIM card currently under joint development by a small hardware company and a large Telco provider.
Ayşe Moralı
,
Emmanuele Zambon
,
Siv Hilde Houmb
,
Karin Sallhammar
,
Sandro Etalle
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DOI
IT confidentiality risk assessment for an architecture-based approach
In this paper, we propose a novel approach for the systematic assessment and analysis of confidentiality risks caused by disclosure of operational and functional information. The approach is based on a model integrating information assets and the IT infrastructure that they rely on for distributed systems.
Ayşe Moralı
,
Emmanuele Zambon
,
Sandro Etalle
,
P.L. Overbeek
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