A stochastic approach for packet dropping attacks detection in mobile Ad hoc networks

Rmayti, Mohammad; Khatoun, Rida; Begriche, Youcef; Khoukhi, Lyes; Gaïti, Dominique

doi:10.1016/j.comnet.2017.04.027

Cited by 28 publications

(10 citation statements)

References 13 publications

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“…Vehicular Reactive Protocol, and Stable connected dominating sets (CDS)-Based Routing Protocol are examples of Reactive Routing Protocols. 14,18,21,[27][28][29]…”

Section: Reactive Routing Protocolmentioning

confidence: 99%

A cross‐layered scheme for multichannel and reactive routing in vehicular ad hoc networks

Chbib

Khoukhi

Fahs

et al. 2022

Trans Emerging Tel Tech

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Recently, with the different issues encountered in road mobility, the presence and development of the Vehicular Ad hoc Networks (VANETs) have become a necessity. VANETs have various positive impacts on vehicular safety, road security, traffic management, drivers' comfort, and passengers' convenience. However, the expansion in the world's population has led to enormous traffic congestion on multiple roads. This congestion results in uncontrollable delays affecting economics, society and the environment. In this paper, we propose two routing protocols that depend on the Signal to Interference Ratio (SIR), differing from existing ones by introducing a new metric to select the best route from a source to a destination. In the first protocol, we choose the best route based on the maximum level of SIR at each node. Besides, we select the Backup SIR to minimize the number of SIR calculations at the channel update process. While in the second protocol, we design a hybrid Markov chain model composed of two Markov models; the first one aims at predicting the SIR value of the next round, while the second one is an analytical model that targets managing the number of channel update process. In order to validate our solution, extensive simulations are realized in considering the real scenario of the city of Beirut (Lebanon). The results show that our proposed protocols perform better with regard to overhead, packet delivery ratio, throughput and end‐to‐end delay.

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“…Vehicular Reactive Protocol, and Stable connected dominating sets (CDS)-Based Routing Protocol are examples of Reactive Routing Protocols. 14,18,21,[27][28][29]…”

Section: Reactive Routing Protocolmentioning

confidence: 99%

A cross‐layered scheme for multichannel and reactive routing in vehicular ad hoc networks

Chbib

Khoukhi

Fahs

et al. 2022

Trans Emerging Tel Tech

Self Cite

View full text Add to dashboard Cite

show abstract

“…Certified authority ensures the reliable communication and segregates the malicious nodes. Rmayti et al 60 adopted a decentralized mechanism to detect the smart malicious nodes based on Bernoulli Bayesian model. This method classifies the nodes according to their behavior into three categories, namely, malicious, legitimate, and suspicious.…”

Section: Classification and Reviewmentioning

confidence: 99%

“…Most of the researchers have not considered energy as the performance parameters in trust‐based systems 54–56,95 For the accurate detection of malicious nodes, there is a need to devise mechanism with low false positive and low overheads in terms of computation, communication, and routing 54,57,60,62,69,71,72,90,97,100,101 Most of the solutions provided so far are verified using single scenario only.…”

Section: Open Issuesmentioning

confidence: 99%

Capitulation of mitigation techniques of packet drop attacks in MANET to foreground nuances and ascertain trends

Singh¹,

Bhasin

Kalia³

2021

Int J Communication

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MANET is a kind of wireless ad hoc networks, in which mobile nodes operate in dynamic, distributed, and cooperative environment. Open nature of MANET makes it vulnerable to various kinds of attacks. Of these, the most severe are the packet drop attacks such as Blackhole attack, Cooperative Blackhole, and Grayhole attacks. The malicious nodes drop the packets as these packets are routed through them in accordance with the malefic strategy of the particular packet drop attack, which adversely affects the network performance. A substantial amount of research papers focus on dealing with packet drop attacks in the last few years, but security is still an impending issue. In this paper, we have presented the systematic review of the literature of last 6 years on all variants of packet drop attacks. We have classified these techniques into four categories, namely, mathematical based, monitoring based, network dependent, and amalgamation based which are further sub divided into 12 categories. These papers are categorized in a well-defined structure to bring out their contribution, to underline the left-out things, and to foreground the emerging issues for future research. Detailed observations are recorded following a panoptic study in order to identify and divulge more eligible and effective mitigation techniques in a particular environment.

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“…However, this results in network outcome vitiating, unnecessary resource exploitation, and privacy of the users. Therefore, cooperative routing and attack mitigation systems are designed for encountering such attacks in MANET [5]. Graph-theory-based network partitioning techniques were presented so far for realizing the detection of decentralized recognition in the fast response speed on using the characteristics highlights of power flow in the independency of various groups [6].…”

Section: Introductionmentioning

confidence: 99%

A Recurrent Reward Based Learning Technique for Secure Neighbor Selection in Mobile AD-HOC Networks

et al. 2021

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Mobile ad-hoc network is an assortment of distinct attribute-based mobile devices that are autonomous and are cooperative in establishing communication. These nodes exploit wireless links for communication that causes injection of the adversaries in the network. Therefore, detection and mitigation of adversaries and anomalies in the network are mandatory to retain its performance. To strengthen this concept, in this article, a novel secure neighbor selection technique using recurrent reward-based learning is introduced. This proposed technique inherits the benefits of conventional routing and intelligent machine learning paradigm for classifying the states of the nodes based on their communication behavior. Thorough learning of the behavior of the nodes unanimously at all the hop-levels of communication enables establishing secure and consistent routing and transmission paths to the destination. The performance of the proposed technique is estimated using the metrics throughput, packet delivery ratio, and delay and detection ratio. Experimental analysis proves the consistency of the proposed technique by improving throughput, packet delivery ratio, and detection ratio under less delay.

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A stochastic approach for packet dropping attacks detection in mobile Ad hoc networks

Cited by 28 publications

References 13 publications

A cross‐layered scheme for multichannel and reactive routing in vehicular ad hoc networks

A cross‐layered scheme for multichannel and reactive routing in vehicular ad hoc networks

Capitulation of mitigation techniques of packet drop attacks in MANET to foreground nuances and ascertain trends

A Recurrent Reward Based Learning Technique for Secure Neighbor Selection in Mobile AD-HOC Networks

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