Optimal impulse control of bi-virus SIR epidemics with application to heterogeneous Internet of Things

Taynitskiy, Vladislav; Gubar, Elena; Zhu, Quanyan

doi:10.1109/cnsa.2017.7974023

Cited by 11 publications

(9 citation statements)

References 11 publications

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“…We leverage the Pontryagin's minimum principle for impulsive systems to obtain an optimal structure of the controller and use numerical experiments to demonstrate the computation of the optimal control and the controlled dynamics. This work extends the investigation of previous related works [7,18,5] to a new paradigm of coupled epidemic models and the regime of optimal impulsive control.…”

Section: Introductionsupporting

confidence: 69%

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Optimal Impulse Control of SIR Epidemics Over Scale-Free Networks

Taynitskiy

Gubar

Zhu

2018

Game Theory for Networking Applications

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Recent wide spreading of Ransomware has created new challenges for cybersecurity over large-scale networks. The densely connected networks can exacerbate the spreading and makes the containment and control of the malware more challenging. In this work, we propose an impulse optimal control framework for epidemics over networks. The hybrid nature of discretetime control policy of continuous-time epidemic dynamics together with the network structure poses a challenging optimal control problem. We leverage the Pontryagin's minimum principle for impulsive systems to obtain an optimal structure of the controller and use numerical experiments to corroborate our results.

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Section: Introductionsupporting

confidence: 69%

“…4 The structure of impulse control According to principle maximum in impulse form [2], [3], [4], [5] we write Hamiltonian for dynamic system (1)…”

Section: The Modelmentioning

confidence: 99%

Optimal Impulse Control of SIR Epidemics Over Scale-Free Networks

Taynitskiy

Gubar

Zhu

2018

Game Theory for Networking Applications

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“…While traditional Internet connects people to a network, IoT has a different approach in which it provides Machine-to-Machine (M2M) and Human-to-Machine (H2M) connectivity, for heterogeneous types of machines in order to support variety of applications (e.g., identifying, locating, tracking, monitoring, and controlling) [ 8 ]. Connecting a huge number of heterogeneous machines [ 9 ] leads to a massive traffic, hence the need to deal with the storage of big data [ 10 , 11 ]. Therefore, the TCP/IP architecture, which has been used for a long time for network connectivity, does not suit the needs of IoT regarding various aspects including privacy and security (e.g., information privacy, machine’s safety, data confidentiality, data encryption, and network security) [ 12 ], scalability, reliability, interoperability, and quality of service [ 13 ].…”

Section: Iot Generic Architecturementioning

confidence: 99%

A Survey of Internet of Things (IoT) Authentication Schemes

El-Hajj

Fadlallah

Chamoun

et al. 2019

Sensors

333

151

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The Internet of Things (IoT) is the ability to provide everyday devices with a way of identification and another way for communication with each other. The spectrum of IoT application domains is very large including smart homes, smart cities, wearables, e-health, etc. Consequently, tens and even hundreds of billions of devices will be connected. Such devices will have smart capabilities to collect, analyze and even make decisions without any human interaction. Security is a supreme requirement in such circumstances, and in particular authentication is of high interest given the damage that could happen from a malicious unauthenticated device in an IoT system. This paper gives a near complete and up-to-date view of the IoT authentication field. It provides a summary of a large range of authentication protocols proposed in the literature. Using a multi-criteria classification previously introduced in our work, it compares and evaluates the proposed authentication protocols, showing their strengths and weaknesses, which constitutes a fundamental first step for researchers and developers addressing this domain.

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“…IoT features a distinctive tactic gives Machine-to-Machine (M2M) and Human-to-Machine (H2M) network, for dissimilar sorts of machines in arrange to back an assortment of uses (e.g., distinguishing, finding, following, checking, and controlling), whereas classical web interfaces individuals to a organize [16]. Interfacing several dissimilar machines [17] clues to a gigantic activity, consequently, the got to bargain with the capacity of enormous information [18,19].In this manner, the TCP/IP design, which is well-known for arranging networks, still unsatisfactory regarding the IoT desires concerning different viewpoints counting protection and security [20,21]. Even though various designs were projected for IoT, there are more requirements for developing reference designs [22,23].…”

Section: Iot Generic Architecturementioning

confidence: 99%

“…Step (17), Device1 sends an encrypted message by public key K b contain ID 1 , TS 5 , ND 1 (text message encrypted by device private key PV d1 ) to the server to respond with the data wanted by the server.…”

Section: Text Messages Phasementioning

confidence: 99%

An Optimized Protocol of M2M Authentication for Internet of Things (IoT)

Samy¹,

Anis²,

Abdelhafez³

et al. 2021

IJCNIS

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The Internet of Things (IoT) consists of sensors, networks, and services to connect and control production systems. Machine-to-Machine (M2M) communication technology is considered as a key underlying technology for building Industrial IoT environments where devices are enabled to exchange information with each other in an autonomous way without human intervention. Resource-Constrained Devices (RCD) have found an expanding demand in the Internet of Things (IoT) applications as these gadgets are essentially working with delicate information. Thus, information security has ended up vital for both makers and clients. However, the creation of defenseless gadgets still challenging regarding the restriction of involved assets especially with the attackers ‘continuous trials to misuse these restrictions chasing important information. Hence, connecting an open key crypto-system becomes a must to extend gadget proficiency and relieve the chance of touchy data loss. Deployments of Elliptic curve cryptography (ECC) are fundamentally an open key crypto-system with the basic distinction of speedier advancing capacity whereas yielding an assortment of distinctive approaches to the arrangement of the cryptographic calculation. We will submit a proposed protocol to overcome the demands of information security and the speed of data circulation. The proposed protocol is characterized by low computational cost, communication and storage overhead, while achieving mutual authentication, session key agreement, device’s identity confidentiality, and resistance against various attacks.

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Optimal impulse control of bi-virus SIR epidemics with application to heterogeneous Internet of Things

Cited by 11 publications

References 11 publications

Optimal Impulse Control of SIR Epidemics Over Scale-Free Networks

Optimal Impulse Control of SIR Epidemics Over Scale-Free Networks

A Survey of Internet of Things (IoT) Authentication Schemes

An Optimized Protocol of M2M Authentication for Internet of Things (IoT)

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