@incollection {1844, title = {Risk Assessment for IoT-Enabled Cyber-Physical Systems}, booktitle = {Advances in Core Computer Science-Based Technologies}, year = {2021}, pages = {157-173}, publisher = {Springer International Publishing}, organization = {Springer International Publishing}, address = {Cham}, abstract = {

Internet of Things (IoT) technologies have enabled Cyber-Physical Systems (CPS) to become fully interconnected. This connectivity however has radically changed their threat landscape. Existing risk assessment methodologies often fail to identify various attack paths that stem from the new connectivity/functionality features of IoT-enabled CPS. Even worse, due to their inherent characteristics, IoT systems are usually the weakest link in the security chain and thus many attacks utilize IoT technologies as their key enabler. In this paper we review risk assessment methodologies for IoT-enabled CPS. In addition, based on our previous work (Stellios et al. in IEEE Commun Surv Tutor 20:3453{\textendash}3495, 2018, [47]) on modeling IoT-enabled cyberattacks, we present a high-level risk assessment approach, specifically suited for IoT-enabled CPS. The mail goal is to enable an assessor to identify and assess\ non-obvious(indirect or subliminal) attack paths introduced by IoT technologies, that usually target mission critical components of an CPS.

}, keywords = {Critical Infrastructures, Cyber Physical Systems (CPS), Internet of Things (IoT), Risk assessment Attack paths}, isbn = {978-3-030-41196-1}, doi = {10.1007/978-3-030-41196-1_8}, url = {https://doi.org/10.1007/978-3-030-41196-1_8}, author = {Ioannis Stellios and Panayiotis Kotzanikolaou and Mihalis Psarakis and Cristina Alcaraz} } @article {cazorla2016cyber, title = {Cyber Stealth Attacks in Critical Information Infrastructures}, journal = {IEEE Systems Journal}, volume = {12}, year = {2018}, month = {06/2018}, pages = {1778-1792}, publisher = {IEEE}, abstract = {

Current Critical Infrastructures (CIs) are complex interconnected industrial systems that, in recent years, have incorporated information and communications technologies such as connection to the Internet and commercial off-the-shelf components. This makes them easier to operate and maintain, but exposes them to the threats and attacks that inundate conventional networks and systems. This paper contains a comprehensive study on the main stealth attacks that threaten CIs, with a special focus on Critical Information Infrastructures (CIIs). This type of attack is characterized by an adversary who is able to finely tune his actions to avoid detection while pursuing his objectives. To provide a complete analysis of the scope and potential dangers of stealth attacks we determine and analyze their stages and range, and we design a taxonomy to illustrate the threats to CIs, offering an overview of the applicable countermeasures against these attacks. From our analysis we understand that these types of attacks, due to the interdependent nature of CIs, pose a grave danger to critical systems where the threats can easily cascade down to the interconnected systems.\ 

}, keywords = {Control systems, Countermeasures, Critical Infrastructures, Detection and Protection, Stealth Attacks}, issn = {1932-8184}, doi = {10.1109/JSYST.2015.2487684}, url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=\&arnumber=7445136\&isnumber=8350419}, author = {Lorena Cazorla and Cristina Alcaraz and Javier Lopez} } @article {IonnaisPanosMihalisAlcarazLopez2018, title = {Survey of IoT-enabled Cyberattacks: Assessing Attack Paths to Critical Infrastructures and Services}, journal = { IEEE Communications Surveys and Tutorials}, volume = {20}, year = {2018}, month = {07/2018}, pages = {3453-3495}, publisher = {IEEE}, abstract = {

As the deployment of Internet of Things (IoT)\ is experiencing an exponential growth, it is no surprise that\ many recent cyber attacks are IoT-enabled: The attacker initially\ exploits some vulnerable IoT technology as a first step towards\ compromising a critical system that is connected, in some way,\ with the IoT. For some sectors, like industry, smart grids,\ transportation and medical services, the significance of such\ attacks is obvious, since IoT technologies are part of critical backend\ systems. However, in sectors where IoT is usually at the enduser\ side, like smart homes, such attacks can be underestimated,\ since not all possible attack paths are examined. In this paper\ we survey IoT-enabled cyber attacks, found in all application\ domains since 2010. For each sector, we emphasize on the latest,\ verified IoT-enabled attacks, based on known real-world incidents\ and published proof-of-concept attacks. We methodologically\ analyze representative attacks that demonstrate direct, indirect\ and subliminal attack paths against critical targets. Our goal is\ threefold: (i) To assess IoT-enabled cyber attacks in a risk-like\ approach, in order to demonstrate their current threat landscape;\ (ii) To identify hidden and subliminal IoT-enabled attack paths\ against critical infrastructures and services, and (iii) To examine\ mitigation strategies for all application domains.

}, keywords = {Critical Infrastructures, Cyber Attacks, Intelligent Transportation Systems, Internet of Things, SCADA, Smart grids, Smart Home, Smart Medical Systems}, issn = {1553-877X}, doi = {https://doi.org/10.1109/COMST.2018.2855563}, url = {https://ieeexplore.ieee.org/document/8410404}, author = {Ioannis Stellios and Panayiotis Kotzanikolaou and Mihalis Psarakis and Cristina Alcaraz and Javier Lopez} }