TIDS: Trust-Based Intrusion Detection System for Wireless Ad-hoc Networks

Deb, Novarun; Chaki, Nabendu

doi:10.1007/978-3-642-33260-9_6

Cited by 9 publications

(10 citation statements)

References 3 publications

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“…Therefore, novel address this kind of problems. security is to provide security intrusion detection [8,9], 1], access control [12], and nodes for effective routing [13, ATED WORK ective risk management which nder uncertainty and usefulness wn entity [16]. This section ed approaches used for gathering e trust.…”

Section: Trust Management In Manetsmentioning

confidence: 99%

Addressing packet forwarding misbehaviour using trust-based approach in Ad-hoc networks: A survey

Gandhi¹,

Jhaveri²

2015

2015 International Conference on Signal Processing and Communication Engineering Systems

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Mobile ad hoc networks (MANETs) are spontaneously deployed over a geographically limited area without wellestablished infrastructure. In a distributed Mobile Ad Hoc Network (MANET), collaboration and cooperation is critical concern to managing trust. The networks work well only if the mobile nodes are trusty and behave cooperatively. Due to the openness in network topology and absence of a centralized administration in management, MANETs are very vulnerable to various attacks from malicious nodes. In order to reduce the hazards from such nodes and enhance the security of network, trust-based model is used to evaluate the trustworthiness of nodes. Trust-based approach provides a flexible and feasible approach to choose the shortest route that meets the security requirement of data packets transmission. This paper focuses on trust management with their properties and provides a survey of various trust-based approaches and it proposes some novel conceptions on trust management in MANETs.

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Section: Trust Management In Manetsmentioning

confidence: 99%

Addressing packet forwarding misbehaviour using trust-based approach in Ad-hoc networks: A survey

Gandhi¹,

Jhaveri²

2015

2015 International Conference on Signal Processing and Communication Engineering Systems

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“…The novel on-demand trust-based unicast routing protocol provides a flexible and feasible approach to choose the shortest route that meets the security requirement of data packets transmission. Then they made some improvements on the former trust model [5], and proposed an on-demand trust-based multi-path routing protocol (AOTMDV) [13], in which two novel trust mechanisms were proposed. Firstly, the Message Authentication Code (MAC) mechanism was used to protect the new fields added in the routing control packets.…”

Section: Trust-based Routing Protocols In Manetsmentioning

confidence: 99%

“…We simulate and compare the following schemes: the standard AOMDV, three deformation versions of AOMDV (AOTMDV [5], LTB-AOMDV [13] and new protocol TeAOMDV). TeAOMDV-1 denotes for that the trust attributes contains the rating, while not in TeAOMDV-2.…”

Section: Experiments Setupmentioning

confidence: 99%

Light-weight trust-enhanced on-demand multi-path routing in mobile ad hoc networks

Xia

Tian

et al. 2016

Journal of Network and Computer Applications

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Mobile ad hoc networks (MANETs) are originally designed for a cooperative environment, which are vulnerable to a wide variety of attacks due to their intrinsic characteristics. Trust can be introduced to address this security issue at some level. In this paper, we focus on the concept of trust and abstract a decentralized trust inference model, where the trust an entity has for a neighbor forms the basic building block of this model. Basing on the interest entity's historical behaviors, multi-dimensional trust attributes are incorporated to reflect trust relationship's complexity in various angles. The weight vector of attributes is calculated by fuzzy AHP scheme based on entropy weight measure. The trust inference framework provides the considerable security with an additional small overhead, which can be incorporated into any routing protocol. In this paper, the standard Ad hoc On-demand Multi-path Distance Vector protocol (AOMDV) is extended as the base routing protocol to evaluate this model. The proposed lightweight trust-enhanced routing protocol (TeAOMDV) can provide a feasible approach to choose an optimal two-way trusted route without containing the untrustworthy entities instead of the shortest route, thus mitigate the impairment effects from such entities. It is lightweight in the sense that the trust framework uses only passive and local monitoring information to evaluate the behaviors of an interest entity which is translated to an estimate of the trust, consumes limited computational resource. Moreover, the new proposed data-driven route maintenance mechanism reduces routing overhead and route discovery frequency. The simulations show that the proposed routing scheme behaves better in attack resistance (i.e., grey-hole attack and black-hole attack), and makes an improvement on the packets delivery ratio, routing packets overhead, route discovery frequency and malicious node detection. Finally, as an extension of the trust model, by utilizing the trust assessment data sequence, we propose an improved SCGM(1,1)-Markov chain prediction method based on the system cloud grey model and Markov stochastic chain theory to forecast entity's trust level for future decision making.

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“…The authors need to measure the performance of their IDS with respect to the standard network security parameters. Trust‐based IDS is one of our more recent woks. The algorithm is well simulated.…”

Section: Review Of the Ids Solutions For Wireless Networkmentioning

confidence: 99%

CORIDS: a cluster‐oriented reward‐based intrusion detection system for wireless mesh networks

Deb

Chakraborty

Chaki

2013

Security Comm Networks

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Wireless mesh networks (WMNs) are proliferating as one of the key technologies of the next‐generation networks. Security is one of the prime concerns towards actual implementation of any network technology for commercial applications. Network security has intrinsically two approaches—prevention based and detection based. Implementing firewalls or intrusion prevention techniques is often not an attractive solution for energy‐constrained network nodes such as mobile ad hoc network (MANET) nodes or mesh clients in WMNs. However, in the era of pervasive and ubiquitous computing, commercial transactions are performed on the move and over portable devices such as cell phones and laptops. These devices have energy constraints, and hence, one cannot afford to adopt security measures with high computational overhead. This influences a shift in paradigm from active intrusion prevention to passive intrusion detection. In this paper, a new cluster‐oriented reward‐based intrusion detection system (CORIDS) has been proposed for WMNs. The performance of CORIDS has been evaluated using the Qualnet network simulator. Simulation results also establish superiority of CORIDS over Misbehavior Detection Algorithm, another recent trust‐based IDS for WMN, both in terms of higher detection efficiency and lower false positives. Copyright © 2013 John Wiley & Sons, Ltd.

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TIDS: Trust-Based Intrusion Detection System for Wireless Ad-hoc Networks

Cited by 9 publications

References 3 publications

Addressing packet forwarding misbehaviour using trust-based approach in Ad-hoc networks: A survey

Addressing packet forwarding misbehaviour using trust-based approach in Ad-hoc networks: A survey

Light-weight trust-enhanced on-demand multi-path routing in mobile ad hoc networks

CORIDS: a cluster‐oriented reward‐based intrusion detection system for wireless mesh networks

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