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2020-05-26
Hamamreh, Rushdi A., Ayyad, Mohammad, Jamoos, Mohammad.  2019.  RAD: Reinforcement Authentication DYMO Protocol for MANET. 2019 International Conference on Promising Electronic Technologies (ICPET). :136–141.
Mobile ad hoc network (MANET) does not have fixed infrastructure centralized server which manage the connections between the nodes. Rather, the nodes in MANET move randomly. Thus, it is risky to exchange data between nodes because there is a high possibility of having malicious node in the path. In this paper, we will describe a new authentication technique using message digest 5 (MD5), hashing for dynamic MANET on demand protocol (DYMO) based on reinforcement learning. In addition, we will describe an encryption technique that can be used without the need for a third party to distribute a secret key. After implementing the suggested model, results showed a remarkable enhancement in securing the path by increasing the packet delivery ratio and average throughput. On the other hand, there was an increase in end to end delay due to time spent in cryptographic operations.
Soualfi, Abderrahim Hajji, Agoujil, Said, Qaraai, Youssef.  2019.  Performance Analysis of OLSR Protocol under MPR Attack in Progressive Size Grid MANET. 2019 International Conference on Wireless Networks and Mobile Communications (WINCOM). :1–5.
Mobile Ad-hoc NETwork (MANET) is a collection of mobile devices which interchange information without the use of predefined infrastructures or central administration. It is employed in many domains such as military and commercial sectors, data and sensors networks, low level applications, etc. The important constraints in this network are the limitation of bandwidth, processing capabilities and battery life. The choice of an effective routing protocol is primordial. From many routing protocols developed for MANET, OLSR protocol is a widely-used proactive routing protocol which diffuses topological information periodically. Thus, every node has a global vision of the entire network. The protocol assumes, like the other protocols, that the nodes cooperate in a trusted environment. So, all control messages are transmitted (HELLO messages) to all 1-hop neighbor nodes or broadcasted (TC and MID messages) to the entire network in clear. However, a node, which listens to OLSR control messages, can exploit this property to lead an attack. In this paper, we investigate on MultiPoint Relay (MPR) attack considered like one of the efficient OLSR attacks by using a simulation in progressive size gridMANET.
Tripathi, Shripriya.  2019.  Performance Analysis of AODV and DSR Routing Protocols of MANET under Wormhole Attack and a Suggested Trust Based Routing Algorithm for DSR. 2019 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE). :1–5.

The nodes in Mobile Ad hoc Network (MANET) can self-assemble themselves, locomote unreservedly and can interact with one another without taking any help from a centralized authority or fixed infrastructure. Due to its continuously changing and self-organizing nature, MANET is vulnerable to a variety of attacks like spoofing attack, wormhole attack, black hole attack, etc. This paper compares and analyzes the repercussion of the wormhole attack on MANET's two common routing protocols of reactive category, specifically, Dynamic Source Routing (DSR) and Ad-hoc On-Demand Distance Vector (AODV) by increasing the number of wormhole tunnels in MANET. The results received by simulation will reveal that DSR is greatly affected by this attack. So, as a solution, a routing algorithm for DSR which is based on trust is proposed to prevent the routes from caching malicious nodes.

Nithyapriya, J., Anandha Jothi, R., Palanisamy, V..  2019.  Protecting Messages Using Selective Encryption Based ESI Scheme for MANET. 2019 TEQIP III Sponsored International Conference on Microwave Integrated Circuits, Photonics and Wireless Networks (IMICPW). :50–54.
Mobile ad hoc network is a group of mobile nodes which have no centralized administrator. MANETs have dynamic topology since the nodes are moving. For this reason it is more prone to attacks that any node may be a misbehaving node. Every node acts as a router thereby it may lead the network with wrong routing. For these reasons MANETs have to be more protected than the wired networks. The mobile nodes will lavishly consume energy and so a security scheme that consumes less energy still provides ample protection to the messages have to be introduced. Here we propose an encryption scheme for the messages passing through MANET. The security scheme is based on selective encryption that is very robust, simple and with less computational capability.
Li, Guoquan, Yan, Zheng, Fu, Yulong.  2018.  A Study and Simulation Research of Blackhole Attack on Mobile AdHoc Network. 2018 IEEE Conference on Communications and Network Security (CNS). :1–6.
Mobile ad hoc network (MANET) is a kind of mobile multi-hop network which can transmit data through intermediate nodes, it has been widely used and become important since the growing of the market of Internet of Things (IoT). However, the transmissions on MANET are vulnerable, it usually suffered with many internal or external attacks, and the research on security topics of MANET are becoming more and more hot recently. Blackhole Attack is one of the most famous attacks to MANET. In this paper, we focus on the Blackhole Attack in AODV protocol, and use NS-3 network simulator to study the impact of Blackhole Attack on network performance parameters, such as the Throughput, End-to-End Delay and Packet Loss Rate. We further analyze the changes in network performance by adjusting the number of blackhole nodes and total nodes, and the movement speed of mobile nodes. The experimental results not only reflect the behaviors of the Blackhole Attack and its damage to the network, but also provide the characteristics of Blackhole Attacks clearly. This is helpful to the research of Blackhole Attack feature extraction and MANET security measurement.
2020-03-09
Singh, Moirangthem Marjit, Mandal, Jyotsna Kumar.  2019.  Gray Hole Attack Analysis in AODV Based Mobile Adhoc Network with Reliability Metric. 2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS). :565–569.

The increasing demand and the use of mobile ad hoc network (MANET) in recent days have attracted the attention of researchers towards pursuing active research work largely related to security attacks in MANET. Gray hole attack is one of the most common security attacks observed in MANET. The paper focuses on gray hole attack analysis in Ad hoc on demand distance vector(AODV) routing protocol based MANET with reliability as a metric. Simulation is performed using ns-2.35 simulation software under varying number of network nodes and varying number of gray hole nodes. Results of simulation indicates that increasing the number of gray hole node in the MANET will decrease the reliability of MANET.

2020-01-21
Jain, Jay Kumar, Chauhan, Dipti.  2019.  Analytical Study on Mobile Ad Hoc Networks for IPV6. 2019 4th International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU). :1–6.
The ongoing progressions in wireless innovation have lead to the advancement of another remote framework called Mobile Ad hoc Networks. The Mobile Ad hoc Network is a self arranging system of wireless gadgets associated by wireless connections. The traditional protocol, for example, TCP/IP has restricted use in Mobile impromptu systems in light of the absence of portability and assets. This has lead to the improvement of many steering conventions, for example, proactive, receptive and half breed. One intriguing examination zone in MANET is steering. Steering in the MANETs is a testing assignment and has gotten a colossal measure of consideration from examines. An uncommon consideration is paid on to feature the combination of MANET with the critical highlights of IPv6, for example, coordinated security, start to finish correspondence. This has prompted advancement of various directing conventions for MANETs, and every creator of each developed convention contends that the technique proposed gives an improvement over various distinctive systems considered in the writing for a given system situation. In this way, it is very hard to figure out which conventions may perform best under various diverse system situations, for example, expanding hub thickness and traffic. In this paper, we give the ongoing expository investigation on MANETs for IPV6 systems.
2019-09-09
Abdel-Fattah, F., Farhan, K. A., Al-Tarawneh, F. H., AlTamimi, F..  2019.  Security Challenges and Attacks in Dynamic Mobile Ad Hoc Networks MANETs. 2019 IEEE Jordan International Joint Conference on Electrical Engineering and Information Technology (JEEIT). :28-33.

Mobile Ad hoc Network (MANET for short) is a new art of wireless technology that connect a group of mobile nodes in a dynamically decentralized fashion without the need of a base station, or a centralized administration, whereas each mobile node can work as a router. MANET topology changes frequently, because of the MANET dynamically formation nature, and freely to move randomly. MANET can function as standalone or can be connected to external networks. Mobile nodes are characterized with minimal human interaction, weight, less memory, and power. Despite all the pros of MANET and the widely spreading in many and critical industries, MANET has some cons and suffers from severe security issues. In this survey we emphasize on the different types of attacks at MANET protocol stack, and show how MANET is vulnerable to those attacks.

2019-06-10
Saifuddin, K. M., Ali, A. J. B., Ahmed, A. S., Alam, S. S., Ahmad, A. S..  2018.  Watchdog and Pathrater based Intrusion Detection System for MANET. 2018 4th International Conference on Electrical Engineering and Information Communication Technology (iCEEiCT). :168–173.

Mobile Ad Hoc Network (MANET) is pretty vulnerable to attacks because of its broad distribution and open nodes. Hence, an effective Intrusion Detection System (IDS) is vital in MANET to deter unwanted malicious attacks. An IDS has been proposed in this paper based on watchdog and pathrater method as well as evaluation of its performance has been presented using Dynamic Source Routing (DSR) and Ad-hoc On-demand Distance Vector (AODV) routing protocols with and without considering the effect of the sinkhole attack. The results obtained justify that the proposed IDS is capable of detecting suspicious activities and identifying the malicious nodes. Moreover, it replaces the fake route with a real one in the routing table in order to mitigate the security risks. The performance appraisal also suggests that the AODV protocol has a capacity of sending more packets than DSR and yields more throughput.

Ghonge, M. M., Jawandhiya, P. M., Thakare, V. M..  2018.  Reputation and trust based selfish node detection system in MANETs. 2018 2nd International Conference on Inventive Systems and Control (ICISC). :661–667.

With the progress over technology, it is becoming viable to set up mobile ad hoc networks for non-military services as like well. Examples consist of networks of cars, law about communication facilities into faraway areas, and exploiting the solidity between urban areas about present nodes such as cellular telephones according to offload or otherwise keep away from using base stations. In such networks, there is no strong motive according to assume as the nodes cooperate. Some nodes may also be disruptive and partial may additionally attempt according to save sources (e.g. battery power, memory, CPU cycles) through “selfish” behavior. The proposed method focuses on the robustness of packet forwarding: keeping the usual packet throughput over a mobile ad hoc network in the rear regarding nodes that misbehave at the routing layer. Proposed system listen at the routing layer or function no longer try after address attacks at lower layers (eg. jamming the network channel) and passive attacks kind of eavesdropping. Moreover such functionate now not bear together with issues kind of node authentication, securing routes, or message encryption. Proposed solution addresses an orthogonal problem the encouragement concerning proper routing participation.

2019-01-21
Sangeetha, V., Kumar, S. S..  2018.  Detection of malicious node in mobile ad-hoc network. 2018 International Conference on Power, Signals, Control and Computation (EPSCICON). :1–3.

In recent years, the area of Mobile Ad-hoc Net-work(MANET) has received considerable attention among the research community owing to the advantages in its networking features as well as solving the unsolved issues in it. One field which needs more security is the mobile ad hoc network. Mobile Ad-hoc Network is a temporary network composed of mobile nodes, connected by wireless links, without fixed infrastructure. Network security plays a crucial role in this MANET and the traditional way of protecting the networks through firewalls and encryption software is no longer effective and sufficient. In order to provide additional security to the MANET, intrusion detection mechanisms should be added. In this paper, selective acknowledgment is used for detecting malicious nodes in the Mobile ad-hoc network is proposed. In this paper we propose a novel mechanism called selective acknowledgment for solving problems that airse with Adaptive ACKnowledgment (AACK). This mechanism is an enhancement to the AACK scheme where its Packet delivery ration and detection overhead is reduced. NS2 is used to simulate and evaluate the proposed scheme and compare it against the AACK. The obtained results show that the selective acknowledgment scheme outperforms AACK in terms of network packet delivery ratio and routing overhead.

Elmahdi, E., Yoo, S., Sharshembiev, K..  2018.  Securing data forwarding against blackhole attacks in mobile ad hoc networks. 2018 IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC). :463–467.

A mobile ad hoc network (MANET) is vulnerable to many types of attacks. Thus, security has turned out to be an important factor to facilitate secured communication between mobile nodes in a wireless environment. In this paper we propose a new approach to provide reliable and secure data transmission in MANETs under possible blackhole attacks based on ad hoc on-demand multipath distance vector (AOMDV) protocol and homomorphic encryption scheme for security. The performance of the proposed scheme is stable but that of AOMDV is found to be degrading with the intrusion of malicious nodes in the network. Simulation results show the improvement of packet delivery ratio and network throughput in the presence of blackhole nodes in our proposed scheme.

2018-06-20
Chowdhury, S. K., Sen, M..  2017.  Attacks and mitigation techniques on mobile ad hoc network \#x2014; A survey. 2017 International Conference on Trends in Electronics and Informatics (ICEI). :11–18.

A mobile ad hoc network is a type of ad hoc network in which node changes it locations and configures them. It uses wireless medium to communicate with other networks. It also does not possess centralized authority and each node has the ability to perform some tasks. Nodes in this type of network has a routing table depending on which it finds the optimal way to send packets in forward direction but link failure should be updated in node table to encompass that. In civilian environment like meeting rooms, cab networking etc, in military search and rescue operations it has huge application.

Sharma, S..  2017.  A secure reputation based architecture for MANET routing. 2017 4th International Conference on Electronics and Communication Systems (ICECS). :106–110.

Mobile Ad hoc Network has a wide range of applications in military and civilian domains. It is generally assumed that the nodes are trustworthy and cooperative in routing protocols of MANETs viz. AODV, DSR etc. This assumption makes wireless ad hoc network more prone to interception and manipulation which further open possibilities of various types of Denial of Service (DoS) attacks. In order to mitigate the effect of malicious nodes, a reputation based secure routing protocol is proposed in this paper. The basic idea of the proposed scheme is organize the network with 25 nodes which are deployed in a 5×5 grid structure. Each normal node in the network has a specific prime number, which acts as Node identity. A Backbone Network (BBN) is deployed in a 5×5 grid structure. The proposed scheme uses legitimacy value table and reputation level table maintained by backbone network in the network. These tables are used to provide best path selection after avoiding malicious nodes during path discovery. Based on the values collected in their legitimacy table & reputation level table backbone nodes separate and avoid the malicious nodes while making path between source and destination.

Sasirekha, D., Radha, N..  2017.  Secure and attack aware routing in mobile ad hoc networks against wormhole and sinkhole attacks. 2017 2nd International Conference on Communication and Electronics Systems (ICCES). :505–510.

The inherent characteristics of Mobile Ad hoc network (MANET) such as dynamic topology, limited bandwidth, limited power supply, infrastructure less network make themselves attractive for a wide spectrum of applications and vulnerable to security attacks. Sinkhole attack is the most disruptive routing layer attack. Sinkhole nodes attract all the traffic towards them to setup further active attacks such as Black hole, Gray hole and wormhole attacks. Sinkhole nodes need to be isolated from the MANET as early as possible. In this paper, an effective mechanism is proposed to prevent and detect sinkhole and wormhole attacks in MANET. The proposed work detects and punishes the attacker nodes using different techniques such as node collusion technique, which classifies a node as an attacker node only with the agreement with the neighboring nodes. When the node suspects the existence of attacker or sinkhole node in the path, it joins together with neighboring nodes to determine the sinkhole node. In the prevention of routing attacks, the proposed system introduces a route reserve method; new routes learnt are updated in the routing table of the node only after ensuring that the route does not contain the attacker nodes. The proposed system effectively modifies Ad hoc on demand Distance Vector (AODV) with the ability to detect and prevent the sinkhole and wormhole attack, so the modified protocol is named as Attack Aware Alert (A3AODV). The experiments are carried out in NS2 simulator, and the result shows the efficiency in terms of packet delivery ratio and routing overhead.

Pooja, B. P., Manish, M. P., Megha, B. P..  2017.  Jellyfish attack detection and prevention in MANET. 2017 Third International Conference on Sensing, Signal Processing and Security (ICSSS). :54–60.

Jellyfish attack is type of DoS attack which is difficult to detect and prevent. Jellyfish attack is categorized as JF Reorder Attack, JF Periodic Dropping Attack and JF Delay Variance Attack. JF attack delay data packets for some amount of time before forwarding and after reception which results high end-to-end delay in the network. JF Attack disrupts whole functionality of transmission and reduces the performance of network. In this paper difference of receive time and sending time greater than threshold value then delay occur due to congestion or availability of JF nodes that confirm by checking load of network. This way detect and prevent jellyfish attack.

Verma, R., Sharma, R., Singh, U..  2017.  New approach through detection and prevention of wormhole attack in MANET. 2017 International conference of Electronics, Communication and Aerospace Technology (ICECA). 2:526–531.

A Local Area Network (LAN) consists of wireless mobile nodes that can communicate with each other through electromagnetic radio waves. Mobile Ad hoc Network (MANET) consists of mobile nodes, the network is infrastructure less. It dynamically self organizes in arbitrary and temporary network topologies. Security is extremely vital for MANET. Attacks pave way for security. Among all the potential attacks on MANET, detection of wormhole attack is very difficult.One malicious node receives packets from a particular location, tunnels them to a different contagious nodes situated in another location of the network and distorts the full routing method. All routes are converged to the wormhole established by the attackers. The complete routing system in MANET gets redirected. Many existing ways have been surveyed to notice wormhole attack in MANET. Our proposed methodology is a unique wormhole detection and prevention algorithm that shall effectively notice the wormhole attack in theMANET. Our notion is to extend the detection as well as the quantitative relation relative to the existing ways.

Chourasia, R., Boghey, R. K..  2017.  Novel IDS security against attacker routing misbehavior of packet dropping in MANET. 2017 7th International Conference on Cloud Computing, Data Science Engineering - Confluence. :456–460.

The MANET that is Mobile Ad hoc Network are forming a group of many nodes. They can interact with each other in limited area. All the Malicious nodes present in the MANET always disturb the usual performance of routing and that cause the degradation of dynamic performance of the network. Nodes which are malicious continuously try to stump the neighbor nodes during the process of routing as all neighbor nodes in the network merely forward the reply and response of neighboring. The intermediate nodes work is very responsible in routing procedure with continuous movement. During the work we have recommended one security scheme against the attack of packet dropping by malicious node in the network. The scheme which is recommended here will work to find attacker by using the concept of detection of link to forward the data or information between sender and receiver. The packet dropping on link, through node is detected and prevented by IDS security system. The scheme not only works to identify the nodes performing malicious activity however prevent them also. The identification of attacker is noticed by dropping of data packets in excsssessive quantity. The prevention of it can be done via choosing the alternate route somewhere the attacker performing malicious activity not available among the senders to receivers. The neighbor nodes or intermediary identify the malicious activity performer by the way of reply of malicious nodes which is confirmed. The recommended IDS system secures the network and also increases the performance after blocking malicious nodes that perform malicious activity in the network. The network performance measures in the presence of attack and secure IDS with the help of performance metrics like PDR, throughput etc. Planned secure routing improves data receiving and minimizes dropping data in network.

Saurabh, V. K., Sharma, R., Itare, R., Singh, U..  2017.  Cluster-based technique for detection and prevention of black-hole attack in MANETs. 2017 International conference of Electronics, Communication and Aerospace Technology (ICECA). 2:489–494.

Secure routing in the field of mobile ad hoc network (MANET) is one of the most flourishing areas of research. Devising a trustworthy security protocol for ad hoc routing is a challenging task due to the unique network characteristics such as lack of central authority, rapid node mobility, frequent topology changes, insecure operational environment, and confined availability of resources. Due to low configuration and quick deployment, MANETs are well-suited for emergency situations like natural disasters or military applications. Therefore, data transfer between two nodes should necessarily involve security. A black-hole attack in the mobile ad-hoc network (MANET) is an offense occurring due to malicious nodes, which attract the data packets by incorrectly publicizing a fresh route to the destination. A clustering direction in AODV routing protocol for the detection and prevention of black-hole attack in MANET has been put forward. Every member of the unit will ping once to the cluster head, to detect the exclusive difference between the number of data packets received and forwarded by the particular node. If the fault is perceived, all the nodes will obscure the contagious nodes from the network. The reading of the system performance has been done in terms of packet delivery ratio (PDR), end to end delay (ETD) throughput and Energy simulation inferences are recorded using ns2 simulator.

Singh, E. P..  2017.  Re-joining of authorized nodes in MANETs using EGSR scheme and detection of internal attacks using 2ACK scheme. 2017 IEEE 8th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference (UEMCON). :306–311.

One of the specially designated versatile networks, commonly referred to as MANET, performs on the basics that each and every one grouping in nodes totally operate in self-sorting out limits. In any case, performing in a group capacity maximizes quality and different sources. Mobile ad hoc network is a wireless infrastructureless network. Due to its unique features, various challenges are faced under MANET when the role of routing and its security comes into play. The review has demonstrated that the impact of failures during the information transmission has not been considered in the existing research. The majority of strategies for ad hoc networks just determines the path and transmits the data which prompts to packet drop in case of failures, thus resulting in low dependability. The majority of the existing research has neglected the use of the rejoining processing of the root nodes network. Most of the existing techniques are based on detecting the failures but the use of path re-routing has also been neglected in the existing methods. Here, we have proposed a method of path re-routing for managing the authorized nodes and managing the keys for group in ad hoc environment. Securing Schemes, named as 2ACK and the EGSR schemes have been proposed, which may be truly interacted to most of the routing protocol. The path re-routing has the ability to reduce the ratio of dropped packets. The comparative analysis has clearly shown that the proposed technique outperforms the available techniques in terms of various quality metrics.

Ansari, A., Waheed, M. A..  2017.  Flooding attack detection and prevention in MANET based on cross layer link quality assessment. 2017 International Conference on Intelligent Computing and Control Systems (ICICCS). :612–617.

Mobile Ad hoc Network (MANET) is one of the most popular dynamic topology reconfigurable local wireless network standards. Distributed Denial of Services is one of the most challenging threats in such a network. Flooding attack is one of the forms of DDoS attack whereby certain nodes in the network miss-utilizes the allocated channel by flooding packets with very high packet rate to it's neighbors, causing a fast energy loss to the neighbors and causing other legitimate nodes a denial of routing and transmission services from these nodes. In this work we propose a novel link layer assessment based flooding attack detection and prevention method. MAC layer of the nodes analyzes the signal properties and incorporated into the routing table by a cross layer MAC/Network interface. Once a node is marked as a flooding node, it is blacklisted in the routing table and is communicated to MAC through Network/MAC cross layer interface. Results shows that the proposed technique produces more accurate flooding attack detection in comparison to current state of art statistical analysis based flooding attack detection by network layer.

Zhang, L., Li, C., Li, Y., Luo, Q., Zhu, R..  2017.  Group signature based privacy protection algorithm for mobile ad hoc network. 2017 IEEE International Conference on Information and Automation (ICIA). :947–952.

Nowadays, Vehicular ad hoc Network as a special class of Mobile ad hoc Network(MANET), provides plenty of services. However, it also brings the privacy protection issues, and there are conflicts between the privacy protection and the services. In this paper, we will propose a privacy protection algorithm based on group signature including two parts, group signature based anonymous verification and batch verification. The anonymous verification is based on the network model we proposed, which can reduce the trust authority burden by dividing the roadside units into different levels, and the batch verification can reduce the time of message verification in one group. We also prove our algorithm can satisfy the demand of privacy protection. Finally, the simulation shows that the algorithm we proposed is better than the BBS on the length of the signature, time delay and packet loss rate.

Petersen, E., To, M. A., Maag, S..  2017.  A novel online CEP learning engine for MANET IDS. 2017 IEEE 9th Latin-American Conference on Communications (LATINCOM). :1–6.

In recent years the use of wireless ad hoc networks has seen an increase of applications. A big part of the research has focused on Mobile Ad Hoc Networks (MAnETs), due to its implementations in vehicular networks, battlefield communications, among others. These peer-to-peer networks usually test novel communications protocols, but leave out the network security part. A wide range of attacks can happen as in wired networks, some of them being more damaging in MANETs. Because of the characteristics of these networks, conventional methods for detection of attack traffic are ineffective. Intrusion Detection Systems (IDSs) are constructed on various detection techniques, but one of the most important is anomaly detection. IDSs based only in past attacks signatures are less effective, even more if these IDSs are centralized. Our work focuses on adding a novel Machine Learning technique to the detection engine, which recognizes attack traffic in an online way (not to store and analyze after), re-writing IDS rules on the fly. Experiments were done using the Dockemu emulation tool with Linux Containers, IPv6 and OLSR as routing protocol, leading to promising results.

Shabut, A. M., Dahal, K., Kaiser, M. S., Hossain, M. A..  2017.  Malicious insider threats in tactical MANET: The performance analysis of DSR routing protocol. 2017 IEEE Region 10 Humanitarian Technology Conference (R10-HTC). :187–192.

Tactical Mobile Ad-hoc NETworks (T-MANETs) are mainly used in self-configuring automatic vehicles and robots (also called nodes) for the rescue and military operations. A high dynamic network architecture, nodes unreliability, nodes misbehavior as well as an open wireless medium make it very difficult to assume the nodes cooperation in the `ad-hoc network or comply with routing rules. The routing protocols in the T-MANET are unprotected and subsequently result in various kinds of nodes misbehavior's (such as selfishness and denial of service). This paper introduces a comprehensive analysis of the packet dropping attack includes three types of misbehavior conducted by insiders in the T-MANETs namely black hole, gray hole, and selfish behaviours. An insider threat model is appended to a state-of-the-art routing protocol (such as DSR) and analyze the effect of packet dropping attack on the performance evaluation of DSR in the T-MANET. This paper contributes to the existing knowledge in a way it allows further security research to understand the behaviours of the main threats in MANETs which depends on nods defection in the packet forwarding. The simulation of the packet dropping attack is conducted using the Network Simulator 2 (NS2). It has been found that the network throughput has dropped considerably for black and gray hole attacks whereas the selfish nodes delay the network flow. Moreover, the packet drop rate and energy consumption rate are higher for black and gray hole attacks.

2018-02-02
Noguchi, T., Yamamoto, T..  2017.  Black hole attack prevention method using dynamic threshold in mobile ad hoc networks. 2017 Federated Conference on Computer Science and Information Systems (FedCSIS). :797–802.

A mobile ad hoc network (MANET) is a collection of mobile nodes that do not need to rely on a pre-existing network infrastructure or centralized administration. Securing MANETs is a serious concern as current research on MANETs continues to progress. Each node in a MANET acts as a router, forwarding data packets for other nodes and exchanging routing information between nodes. It is this intrinsic nature that introduces the serious security issues to routing protocols. A black hole attack is one of the well-known security threats for MANETs. A black hole is a security attack in which a malicious node absorbs all data packets by sending fake routing information and drops them without forwarding them. In order to defend against a black hole attack, in this paper we propose a new threshold-based black hole attack prevention method. To investigate the performance of the proposed method, we compared it with existing methods. Our simulation results show that the proposed method outperforms existing methods from the standpoints of black hole node detection rate, throughput, and packet delivery rate.