2023
Authors
Severino, R; Rodrigues, J; Alves, J; Ferreira, LL;
Publication
JOURNAL OF SENSOR AND ACTUATOR NETWORKS
Abstract
The fast development and adoption of IoT technologies has been enabling their application into increasingly sensitive domains, such as Medical and Industrial IoT, in which safety and cyber-security are paramount. While the number of deployed IoT devices increases annually, they still present severe cyber-security vulnerabilities, becoming potential targets and entry points for further attacks. As these nodes become compromised, attackers aim to set up stealthy communication behaviours, to exfiltrate data or to orchestrate nodes in a cloaked fashion, and network timing covert channels are increasingly being used with such malicious intents. The IEEE 802.15.4 is one of the most pervasive protocols in IoT and a fundamental part of many communication infrastructures. Despite this fact, the possibility of setting up such covert communication techniques on this medium has received very little attention. We aim to analyse the performance and feasibility of such covert-channel implementations upon the IEEE 802.15.4 protocol, particularly upon the DSME behaviour, one of the most promising for large-scale time critical communications. This enables us to better understand the involved risk of such threats and help support the development of active cyber-security mechanisms to mitigate these threats, which, for now, we provide in the form of practical network setup recommendations.
2024
Authors
Kanak, A; Ergün, S; Arif, I; Ergün, SH; Bektas, C; Atalay, AS; Herkiloglu, O; Defossez, D; Yazici, A; Ferreira, LL; Strelec, M; Kubicek, K; Cech, M; Davoli, L; Belli, L; Ferrari, G; Bayar, D; Kafali, A; Karamavus, Y; Sofu, AM; Hartavi Karci, AE; Constant, P;
Publication
Open Research Europe
Abstract
2017
Authors
Delsing J.; Varga P.; Ferreira L.; Albano M.; Pereira P.P.; Eliasson J.; Carlsson O.; Derhamy H.;
Publication
IoT Automation: Arrowhead Framework
Abstract
2021
Authors
Santos, PM; Sousa, J; Morla, R; Martins, N; Tagaio, J; Serra, J; Silva, C; Sousa, M; Souto, P; Ferreira, LL; Ferreira, J; Almeida, L;
Publication
ARTIFICIAL INTELLIGENCE APPLICATIONS AND INNOVATIONS. AIAI 2021 IFIP WG 12.5 INTERNATIONAL WORKSHOPS
Abstract
Networking equipment that connects households to an operator network, such as home gateways and routers, are major victims of cyber-attacks, being exposed to a number of threats, from misappropriation of user accounts by malicious agents to access to personal information and data, threatening users’ privacy and security. The exposure surface to threats is even wider when the growing ecosystem of Internet-of-Things devices is considered. Thus, it is beneficial for the operator and customer that a security service is provided to protect this ecosystem. The service should be tailored to the particular needs and Internet usage profile of the customer network. For this purpose, Machine Learning methods can be explored to learn typical behaviours and identify anomalies. In this paper, we present preliminary insights into the architecture and mechanisms of a security service offered by an Internet Service Provider. We focus on Distributed Denial-of-Service kind of attacks and define the system requirements. Finally, we analyse the trade-offs of distributing the service between operator equipment deployed at the customer premises and cloud-hosted servers.
2013
Authors
Martínez, RG; Ferreira, LL; Maia, C; Pinho, LM;
Publication
8th IEEE International Symposium on Industrial Embedded Systems, SIES 2013, Porto, Portugal, June 19-21, 2013
Abstract
2013
Authors
Martínez, RG; Nelissen, G; Ferreira, LL; Pinho, LM;
Publication
REACTION 2013, Second International Workshop on Real-time and distributed computing in emerging applications, Proceedings, Vancouver, Canada, December 3, 2013
Abstract
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