Toward a Distributed Approach for Detection and Mitigation of Denial-of-Service Attacks Within Industrial Internet of Things

Borgiani, Vladimir; Moratori, Patrick; Kazienko, Juliano F.; Tubino, Emilio R. R.; Quincozes, Silvio E.

doi:10.1109/jiot.2020.3028652

Cited by 39 publications

(23 citation statements)

References 24 publications

Supporting

Mentioning

Contrasting

Unclassified

Order By: Relevance

“…They must also consider other factors (e.g., institutional, aesthetic, legal, and financial) to determine whether a particular project is safe and successfully implemented. Designers today are staffed with employees specialized in scientific fields, such as engineering, computer science, economics, and law, who, in addition to technical specialization, have a basic understanding of other sciences and the ability to work with other professionals because the implementation of these projects requires a high degree of interdisciplinarity, especially in the field of ensuring the infrastructure grid they cover [ 4 ].…”

Section: Introductionmentioning

confidence: 99%

Using Advanced Analytic Techniques to Optimize Cyber-Physical Defensive Plans in Sports Infrastructures and Facilities

Wang

2022

Computational Intelligence and Neuroscience

View full text Add to dashboard Cite

The technical projects for securing a network of infrastructures and processes are designed, financed, carried out, maintained, and operated within a general infrastructure system, which can gather activities and funds of the private or public sector. The importance of such projects for modern society is enormous, and there is a positive correlation between the size of infrastructure projects and the strength of the national economy. At the same time, it falls within the critical infrastructure sector most of the time. This work, taking into account the massive importance of investments made in the field of sports and the corresponding significance of the design and implementation of robust cybersecurity systems, presents an innovative optimization system for the design, performance, and adaptation of safeguards of technical projects, which require a high level of security standards. A realistic optimization system of low computational complexity is proposed and tested, dividing the problem into a series of subproblems of one-step optimization, which can be solved with great ease and without requirements on computational resources. The great innovation of the proposed system is that the separation is done so that the solution results from the optimal individual solutions of the subproblems without affecting the final result.

show abstract

Section: Introductionmentioning

confidence: 99%

Using Advanced Analytic Techniques to Optimize Cyber-Physical Defensive Plans in Sports Infrastructures and Facilities

Wang

2022

Computational Intelligence and Neuroscience

View full text Add to dashboard Cite

show abstract

“…To obtain more specific and complete information in the source domain, how to obtain a quantifiable distribution function is a key challenge. 11 To address the above problems, the following method based on orthogonal term family of domain to fit distribution function is adopt, which called link prediction based on domain fitting (SPDF). First, feature mapping and label mapping are performed on the fields of different dimensions and label categories to ensure that they are all in [−1 ,1].…”

Section: Introductionmentioning

confidence: 99%

Transfer learning based attack detection for wireless communication networks

Pang

et al. 2021

Concurrency and Computation

View full text Add to dashboard Cite

Wireless communication network attack detection is important in the field of wireless communication network data mining. Transfer learning is a powerful tool to solve the problem of link prediction in unlabeled wireless networks. In the feature mapping process of transfer learning, the loss of source domain information is very serious, which leads to the loss of knowledge in inverse mapping. To obtain more specific and complete information in the source domain, a link prediction method based on the distribution function fitting method of domain orthogonal term family is proposed. The key samples in the source domain are used to construct a family of orthogonal polynomials, and the least square approximation of the distribution function is obtained by using the family of orthogonal polynomials. The feature vector set of the key samples is extracted from the source domain, and the pseudo label is assigned to the target training set, so that the link classifier can complete the supervised link prediction task. In addition, an

show abstract

“…Nesse contexto, os protocolos da camada de aplicação são responsáveis por efetuar a comunicação entre tais dispositivos, fornecendo interoperabilidade na interação humano-máquina e na comunicação entre máquinas [Borgiani et al 2021]. Existem diversos protocolos disponíveis na camada de aplicação da IoT, a saber: Advanced Message Queuing Protocol (AMQP), Hyper Text Transfer Protocol Secure (HTTP), Message Queuing Telemetry Transport (MQTT), MQTT Sensor Network (MQTT-SN), Data Distribution Service (DDS), Extensible Messaging and Presence Protocol (XMPP) e Constrained Application Protocol (CoAP).…”

Section: Introductionunclassified

Desvendando a Camada de Aplicação na Internet das Coisas: Teoria, Prática e Tendências

Quincozes

Quincozes²,

Kazienko

2021

Minicursos Da ERSI-RJ 2021 - VII Escola Regional De Sistemas De Informação Do Rio De Janeiro

View full text Add to dashboard Cite

The Internet of Things (IoT) is a reality that is already part of our daily lives. In this context, it is essential to understand the fundamentals of prominent protocols, especially at the application layer level, as well as aspects for implementing solutions for IoT. In this document, we introduce the application layer and its protocolos, namely MQTT, CoAP, MQTT-SN, XMPP and DDS. In addition, MQTT and CoAP protocols are presented in practice, as both have been gaining prominence in the literature and the industry, representing two alternatives for the IoT application layer. Finally, potential applications and trends in areas, namely: security, machine learning, computational paradigms, cyberphysical systems and user interfaces are addressed in order to provide insights to readers and encourage them to the development of IoT applications. ResumoA Internet das Coisas, do inglês, Internet of Things (IoT) é uma realidade que já faz parte do nosso cotidiano. Nesse contexto, é fundamental a compreensão dos fundamentos de protocolos proeminentes, especialmente a nível de camada de aplicação, bem como aspectos para a implementação de soluções na IoT. Neste documento, é apresentada a camada de aplicação e seus protocolos MQTT, CoAP, MQTT-SN, XMPP e DDS. Além disso, os protocolos MQTT e CoAP serão apresentados de maneira prática, visto que ambos vem ganhando destaque tanto na literatura quanto na indústria, representando duas alternativas para a camada de aplicação da IoT. Por fim, as potenciais aplicações e tendências nas áreas de segurança, aprendizado máquina, paradigmas computacionais para IoT, sistemas ciber-físicos e interfaces do usuário serão abordadas.

show abstract

Toward a Distributed Approach for Detection and Mitigation of Denial-of-Service Attacks Within Industrial Internet of Things

Cited by 39 publications

References 24 publications

Using Advanced Analytic Techniques to Optimize Cyber-Physical Defensive Plans in Sports Infrastructures and Facilities

Using Advanced Analytic Techniques to Optimize Cyber-Physical Defensive Plans in Sports Infrastructures and Facilities

Transfer learning based attack detection for wireless communication networks

Desvendando a Camada de Aplicação na Internet das Coisas: Teoria, Prática e Tendências

Contact Info

Product

Resources

About