70 research outputs found
Identification of Biometric-Based Continuous user Authentication and Intrusion Detection System for Cluster Based Manet
Mobile ad hoc is an infrastructure less dynamic network used in many applications; it has been targets of various attacks and makes security problems. This work aims to provide an enhanced level of security by using the prevention based and detection based approaches such as authentication and intrusion detection. The multi-model biometric technology is used for continuous authentication and intrusion detection in high security cluster based MANET. In this paper, an attempt has been made to combine continuous authentication and intrusion detection. In this proposed scheme, Dempster-Shafer theory is used for data fusion because more than one device needs to be chosen and their observation can be used to increase observation accuracy
Two-tier Intrusion Detection System for Mobile Ad Hoc Networks
Nowadays, a commonly used wireless network (i.e. Wi-Fi) operates with the aid of a fixed
infrastructure (i.e. an access point) to facilitate communication between nodes when they
roam from one location to another. The need for such a fixed supporting infrastructure
limits the adaptability of the wireless network, especially in situations where the
deployment of such an infrastructure is impractical. In addition, Wi-Fi limits nodes'
communication as it only provides facility for mobile nodes to send and receive
information, but not reroute the information across the network. Recent advancements in
computer network introduced a new wireless network, known as a Mobile Ad Hoc
Network (MANET), to overcome these limitations.
MANET has a set of unique characteristics that make it different from other kind of
wireless networks. Often referred as a peer to peer network, such a network does not have
any fixed topology, thus nodes are free to roam anywhere, and could join or leave the
network anytime they desire. Its ability to be setup without the need of any infrastructure is
very useful, especially in geographically constrained environments such as in a military
battlefield or a disaster relief operation. In addition, through its multi hop routing facility,
each node could function as a router, thus communication between nodes could be made
available without the need of a supporting fixed router or an access point. However, these
handy facilities come with big challenges, especially in dealing with the security issues.
This research aims to address MANET security issues by proposing a novel intrusion
detection system that could be used to complement existing prevention mechanisms that
have been proposed to secure such a network.
A comprehensive analysis of attacks and the existing security measures proved that there is
a need for an Intrusion Detection System (IDS) to protect MANETs against security threats.
The analysis also suggested that the existing IDS proposed for MANET are not immune
against a colluding blackmail attack due to the nature of such a network that comprises
autonomous and anonymous nodes. The IDS architecture as proposed in this study utilises
trust relationships between nodes to overcome this nodes' anonymity issue. Through a
friendship mechanism, the problems of false accusations and false alarms caused by
blackmail attackers in global detection and response mechanisms could be eliminated.
The applicability of the friendship concept as well as other proposed mechanisms to solve
MANET IDS related issues have been validated through a set of simulation experiments.
Several MANET settings, which differ from each other based on the network's density
level, the number of initial trusted friends owned by each node, and the duration of the
simulation times, have been used to study the effects of such factors towards the overall
performance of the proposed IDS framework. The results obtained from the experiments
proved that the proposed concepts are capable to at least minimise i f not fully eliminate the
problem currently faced in MANET IDS
A Unified Wormhole Attack Detection Framework for Mobile Ad hoc Networks
The Internet is experiencing an evolution towards a ubiquitous network paradigm, via the so-called internet-of-things (IoT), where small wireless computing devices like sensors and actuators are integrated into daily activities. Simultaneously, infrastructure-less systems such as mobile ad hoc networks (MANET) are gaining popularity since they provide the possibility for devices in wireless sensor networks or vehicular ad hoc networks to share measured and monitored information without having to be connected to a base station. While MANETs offer many advantages, including self-configurability and application in rural areas which lack network infrastructure, they also present major challenges especially in regard to routing security. In a highly dynamic MANET, where nodes arbitrarily join and leave the network, it is difficult to ensure that nodes are trustworthy for multi-hop routing. Wormhole attacks belong to most severe routing threats because they are able to disrupt a major part of the network traffic, while concomitantly being extremely difficult to detect.
This thesis presents a new unified wormhole attack detection framework which is effective for all known wormhole types, alongside incurring low false positive rates, network loads and computational time, for a variety of diverse MANET scenarios. The framework makes three original technical contributions: i) a new accurate wormhole detection algorithm based on packet traversal time and hop count analysis (TTHCA) which identifies infected routes, ii) an enhanced, dynamic traversal time per hop analysis (TTpHA) detection model which is adaptable to node radio range fluctuations, and iii) a method for automatically detecting time measurement tampering in both TTHCA and TTpHA.
The thesis findings indicate that this new wormhole detection framework provides significant performance improvements compared to other existing solutions by accurately, efficiently and robustly detecting all wormhole variants under a wide range of network conditions
Securing routing protocols in mobile ad hoc networks
A Mobile Ad Hoc Network (MANET) is more prone to security threats than other
wired and wireless networks because of the distributed nature of the network.
Conventional MANET routing protocols assume that all nodes cooperate without
maliciously disrupting the operation of the protocol and do not provide defence
against attackers. Blackhole and flooding attacks have a dramatic negative impact
while grayhole and selfish attacks have a little negative impact on the performance
of MANET routing protocols.
Malicious nodes or misbehaviour actions detection in the network is an important
task to maintain the proper routing protocol operation. Current solutions
cannot guarantee the true classification of nodes because the cooperative nature
of the MANETs which leads to false exclusions of innocent nodes and/or good
classification of malicious nodes. The thesis introduces a new concept of Self-
Protocol Trustiness (SPT) to discover malicious nodes with a very high trustiness
ratio of a node classification. Designing and implementing new mechanisms that
can resist flooding and blackhole attacks which have high negative impacts on
the performance of these reactive protocols is the main objective of the thesis.
The design of these mechanisms is based on SPT concept to ensure the high
trustiness ratio of node classification. In addition, they neither incorporate the
use of cryptographic algorithms nor depend on routing packet formats which make
these solutions robust and reliable, and simplify their implementations in different
MANET reactive protocols.
Anti-Flooding (AF) mechanism is designed to resist flooding attacks which relies
on locally applied timers and thresholds to classify nodes as malicious. Although
AF mechanism succeeded in discovering malicious nodes within a small time, it
has a number of thresholds that enable attacker to subvert the algorithm and
cannot guarantee that the excluded nodes are genuine malicious nodes which was
the motivation to develop this algorithm. On the other hand, Flooding Attack
Resisting Mechanism (FARM) is designed to close the security gaps and overcome
the drawbacks of AF mechanism. It succeeded in detecting and excluding more
than 80% of flooding nodes within the simulation time with a very high trustiness
ratio.
Anti-Blackhole (AB) mechanism is designed to resist blackhole attacks and relies
on a single threshold. The algorithm guarantees 100% exclusion of blackhole nodes
and does not exclude any innocent node that may forward a reply packet. Although
AB mechanism succeeded in discovering malicious nodes within a small time, the
only suggested threshold enables an attacker to subvert the algorithm which was
the motivation to develop it. On the other hand, Blackhole Resisting Mechanism
(BRM) has the main advantages of AB mechanism while it is designed to close
the security gaps and overcome the drawbacks of AB mechanism. It succeeded in
detecting and excluding the vast majority of blackhole nodes within the simulation
time
DSSAM: digitally signed secure acknowledgement method for mobile ad hoc network
Mobile ad hoc network (MANET) is an infrastructure-less, self-motivated, arbitrary, self-configuring, rapidly changing, multi-hop network that is self-possessing wireless bandwidth-conscious links without centrally managed router support. In such a network, wireless media is easy to snoop. It is firm to the surety to access any node, easier to insertion of bad elements or attackers for malicious activities in the network. Therefore, security issues become one of the significant considerations for such kind of networks. The deployment of an effective intrusion detection system is important in order to provide protection against various attacks. In this paper, a Digitally Signed Secure Acknowledgement Method (DSSAM) with the use of the RSA digital signature has been proposed and simulated. Three different parameters are considered, namely secure acknowledgment, node authentication, and packet authentication for study. This article observes the DSSAM performance and compares it with two existing standard methods, namely Watchdog and 2-ACK under standard Dynamic Source Routing (DSR) routing environment. In the end, it is noticed that the rate of detection of malicious behaviour is better in the case of the proposed method. However, associated overheads are high. A trade-of between performance and overhead has been considered
Authentication and Key Exchange in Mobile Ad Hoc Networks
Over the past decade or so, there has been rapid growth in wireless and mobile applications technologies. More recently, an
increasing emphasis has been on the potential of infrastructureless wireless mobile networks that are easy, fast and inexpensive to set up, with the view that such technologies will enable numerous new applications in a wide range of areas. Such networks are commonly referred to as mobile ad hoc networks (MANETs). Exchanging sensitive information over unprotected
wireless links with unidentified and untrusted endpoints demand the deployment of security in MANETs. However, lack of infrastructure, mobility and resource constraints of devices, wireless communication links and other unique features of MANETs induce new challenges that make implementing security a very
difficult task and require the design of specialized solutions.
This thesis is concerned with the design and analysis of security solutions for MANETs. We identify the initial exchange of authentication and key credentials, referred to as pre-authentication, as well as authentication and key exchange as primary security goals. In particular, the problem of pre-authentication has been widely neglected in existing security solutions, even though it is a necessary prerequisite for other security goals. We are the first to classify and analyze different methods of achieving pairwise pre-authentication in MANETs. Out of this investigation, we identify identity-based cryptographic (IBC) schemes as well-suited to secure MANET applications that have no sufficient security solutions at this time.
We use pairing-based IBC schemes to design an authentication and key exchange framework that meets the special requirements of MANETs. Our solutions are comprised of algorithms that allow for efficient and secure system set up, pre-authentication, mutual authentication, key establishment, key renewal, key revocation and key escrow prevention. In particular, we present the first fully self-organized key revocation scheme for MANETs that does not require any trusted third party in the network. Our revocation scheme can be used to amend existing IBC solutions, be seamlessly integrated in our security framework and even be adopted to conventional public key solutions for MANETs. Our scheme is based on propagated accusations and once the number of received accusations against a node reaches a defined threshold, the keys of the accused nodes are revoked. All communications are cryptographically protected, but unlike other proposed schemes, do not require computationally demanding digital signatures. Our scheme is the first that efficiently and securely enables nodes to revoke their own keys. Additionally, newly joining nodes can obtain previous accusations without performing computationally demanding operations such as verifying digital signatures. Several security and performance parameters make our scheme adjustable to the hostility of the MANET environment and the degree of resource
constraints of network and devices. In our security analysis we show how security parameters can be selected to prevent attacks by colluding nodes and roaming adversaries.
In our proposed security framework, we utilize special properties of pairing-based keys to design an efficient and secure method for pairwise pre-authentication and a set of ID-based authenticated key exchange protocols. In addition, we present a format for ID-based public keys that, unlike other proposed formats, allows key renewal before the start of a new expiry interval. Finally, we are the first to discuss the inherent key escrow property of IBC schemes in the context of MANETs. Our analysis shows that some special features of MANETs significantly limit the escrow capabilities of key generation centers (KGCs). We propose a novel concept of spy nodes that can be utilized by KGCs to increase their escrow capabilities and analyze the probabilities of successful escrow attacks with and without spy nodes.
In summary, we present a complete authentication and key exchange framework that is tailored for MANET applications that have previously lacked such security solutions. Our solutions can be implemented using any pairing-based IBC scheme. The component design allows for the implementation of single schemes to amend existing solutions that do not provide certain functionalities. The introduction of several security and performance parameters make our solutions adjustable to different levels of resource constraints and security needs. In addition, we present extensions
that make our solutions suitable for applications with sporadic infrastructure access as envisioned in the near future
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