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Allerton Conference on Communication, Control, and Computing

PHY-based cooperative key generation in wireless networks

Lifeng Lai, Yingbin Liang, Wenliang Kevin Du

Published Sep 1, 2011• 17 citations
Publisher

Abstract

The impact of relay nodes on the secret key generation via the physical layer resources is investigated. A novel relay-assisted strategy is proposed to improve the generated secret key rate. The main idea is to exploit the random channels associated with relay nodes in the network as additional random sources for the key generation. This approach is particularly useful when the channels between legitimate nodes change slowly. Three increasingly sophisticated yet more practical scenarios are studied, for which relay-assisted key generation protocols are proposed and are shown to be optimal or order-optimal in terms of the key rate. It is also shown that the presence of relay node increases the multiplexing gain. This is in sharp contrast to scenarios with relay helping information transmission, in which the relay node does not increase the multiplexing. Furthermore, a cooperative scheme is also proposed in which relays help key generation but the generated keys are kept secure from these relays.

DOI
10.1109/allerton.2011.6120231

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Widely recognized security vulnerabilities in current wireless radio access technologies undermine the benefits of ubiquitous mobile connectivity.Security strategies typically rely on bit-level cryptographic techniques and associated protocols at various levels of the data processing stack.These solutions have drawbacks that have slowed down the progress of new wireless services.Physical layer security approaches derived from an information theoretic framework have been recently proposed with secret key generation being the primary focus of this dissertation.Previous studies of physical layer secret key generation (PHY-SKG) indicate that a low secret key generation rate (SKGR) is the primary limitation of this approach.To overcome this drawback, we propose novel SKG schemes to increase the SKGR as well as improve the security strength of generated secret keys by exploiting multiple input and multiple output (MIMO), cooperative MIMO (co-op MIMO) networks.Both theoretical and numerical results indicate that relay-based co-op MIMO schemes, traditionally used to enhance LTE-A network throughput and coverage, can also increase SKGR.Based on the proposed SKG schemes, we introduce innovative power allocation strategies to further enhance SKGR.Results indicate that the proposed power allocation scheme can offer 15% to 30% increase in SKGR relative to MIMO/co-op MIMO networks with equal power allocation at low-power region, thereby improving network security.Although co-op MIMO architecture can offer significant improvements in both performance and security, the concept of joint transmission and reception with relay nodes introduce new vulnerabilities.For example, even if the transmitted information is secured, it is difficult but essential to monitor the behavior of relay nodes.Selfish or malicious intentions of relay nodes may manifest as non-cooperation.Therefore, we propose relay node reliability evaluation schemes to measure and monitor the misbehavior of relay nodes.Using a power-sensing based reliability evaluation scheme, we attempt to detect selfish nodes thereby measuring the level of non-cooperation.An overall node reliability evaluation, which can be used as a guide for mobile users interested in collaboration with relay nodes, is performed at the basestation.For malicious behavior, we propose a network tomography technique to arrive at node reliability metrics.We estimate the delay distribution of each internal link within a co-op MIMO framework and use this estimate as an indicator of reliability.The effectiveness of the proposed node reliability evaluations are demonstrated via both theoretical analysis and simulations results.The proposed PHY-SKG strategies used in conjunction with node reliability evaluation schemes represent a novel cross-layer approach to enhance security of cooperative networks.

•Jan 1, 2016•0 citations
The impact of relay nodes on the secret key generation via the physical layer resources is investigated. A novel relay-assisted strategy is proposed to improve the generated secret key rate. The main idea is to exploit the random channels associated with relay nodes in the network as additional random sources for the key generation. This approach is particularly useful when the channels between legitimate nodes change slowly. Three increasingly sophisticated yet more practical scenarios are studied, for which relay-assisted key generation protocols are proposed and are shown to be optimal or order-optimal in terms of the key rate. It is also shown that the presence of relay node increases the multiplexing gain. This is in sharp contrast to scenarios with relay helping information transmission, in which the relay node does not increase the multiplexing. Furthermore, a cooperative scheme is also proposed in which relays help key generation but the generated keys are kept secure from these relays.
The impact of relay nodes on the secret key generation via the physical layer resources is investigated. A novel relay-assisted strategy is proposed to improve the generated secret key rate. The main idea is to exploit the random channels associated with relay nodes in the network as additional random sources for the key generation. This approach is particularly useful when the channels between legitimate nodes change slowly. Four increasingly sophisticated yet more practical scenarios are studied, for which relay-assisted key generation protocols are proposed and are shown to be optimal or order-optimal in terms of the key rate. It is also shown that the multiplexing gain in the key rate scales linearly with the number of relays, which demonstrates that relay-assisted schemes substantially increase the key rate. This is in sharp contrast to scenarios with relays helping information transmission, in which the multiplexing gain does not scale with the number of relays. Furthermore, a cooperative scheme is also proposed in which relays help key generation but the generated keys are kept secure from these relays.
By exploiting the randomness of wireless channel, secret keys between two terminals can be generated through certain key generation agreement in the physical layer(PHY). However, due to the shorter correlation time of the channel and the Doppler Effect caused by the users' mobility, traditional key generation rate is limited. In this paper, we propose a new physical layer cooperative key generation protocol. Theoretical analysis is also given through both information theory and signal statistical analysis. The simulation results show that compared with non-cooperative key generation protocol, the new protocol greatly improves the key generation rate due to the relay node.
Abstract This paper focuses on high efficiency secret key generation mechanism of physical‐layer communication over fading channels in ubiquitous wireless networks. The secret key rate via traditional physical‐layer approach could be limited when the wireless propagation channels connecting two sensors change slowly. To generate a high‐rate secret key and improve the communication efficiency over quasi‐static block fading channels, a novel multi‐randomness device‐to‐device secret key generation strategy and a cooperative communication mechanism aided by relay nodes are proposed. In the proposed schemes, the legitimate members to send random signals rotationally in every coherent time are set; thus, two legitimate ubiquitous wireless network members, Alice and Bob, can obtain the potential correlated information by exploiting the randomness and the reciprocity of the wireless propagation channels. Considering the reciprocity of wireless channels is variable while the forward channel gain and backward channel gain are correlated in coherent time, a modified secret key generation scheme is proposed via layered coding with theoretical secret key rates derived. The simulation results show that the proposed scheme outperforms traditional approaches with favourable application prospects in ubiquitous wireless communications networks and internet of things.
Relay nodes (RNs), which are low-power nodes that provide enhanced coverage and capacity at low cost are an integral part of the Long Term Evolution Advanced (LTE-A) standard. In order to boost throughput, cooperative multiple input multiple output (co-op MIMO) techniques are proposed wherein RNs close to end users are recruited to operate as virtual antenna arrays (VAA). In this paper, we exploit the co-op MIMO structure to design and implement a physical layer (PHY-layer) security scheme for LTE-A networks. Specifically, we consider two relay-based co-op MIMO architectures and propose novel secret key generation (SKG) schemes for those cases. Information theoretic results regarding secret key generation rate (SKGR) are presented. Results indicate that relay-based co-op MIMO schemes, traditionally used to enhance LTE-A network throughput and coverage, can also increase SKGR. Our work demonstrates the viability of SKG technique as a potential PHY-layer security scheme for LTE-A networks.
With a massive amount of wireless sensor nodes in Internet of Things (IoT), it is difficult to establish key distribution and management mechanism for traditional encryption technology. Alternatively, the physical layer key generation technology is promising to implement in IoT, since it is based on the principle of information-theoretical security and has the advantage of low complexity. Most existing key generation schemes assume that eavesdropping channels are independent of legitimate channels, which may not be practical especially when eavesdropper nodes are near to legitimate nodes. However, this paper investigates key generation problems for a multi-relay wireless network in IoT, where the correlation between eavesdropping and legitimate channels are considered. Key generation schemes are proposed for both non-colluding and partially colluding eavesdroppers situations. The main idea is to divide the key agreement process into three phases: 1) we first generate a secret key by exploiting the difference between the random channels associated with each relay node and the eavesdropping channels; 2) another key is generated by integrating the residual common randomness associated with each relay pair; 3) the two keys generated in the first two phases are concatenated into the final key. The secrecy key performance of the proposed key generation schemes is also derived with closed-forms.
Widely recognized security vulnerabilities in current wireless radio access technologies undermine the benefits of ubiquitous mobile connectivity.Security strategies typically rely on bit-level cryptographic techniques and associated protocols at various levels of the data processing stack.These solutions have drawbacks that have slowed down the progress of new wireless services.Physical layer security approaches derived from an information theoretic framework have been recently proposed with secret key generation being the primary focus of this dissertation.Previous studies of physical layer secret key generation (PHY-SKG) indicate that a low secret key generation rate (SKGR) is the primary limitation of this approach.To overcome this drawback, we propose novel SKG schemes to increase the SKGR as well as improve the security strength of generated secret keys by exploiting multiple input and multiple output (MIMO), cooperative MIMO (co-op MIMO) networks.Both theoretical and numerical results indicate that relay-based co-op MIMO schemes, traditionally used to enhance LTE-A network throughput and coverage, can also increase SKGR.Based on the proposed SKG schemes, we introduce innovative power allocation strategies to further enhance SKGR.Results indicate that the proposed power allocation scheme can offer 15% to 30% increase in SKGR relative to MIMO/co-op MIMO networks with equal power allocation at low-power region, thereby improving network security.Although co-op MIMO architecture can offer significant improvements in both performance and security, the concept of joint transmission and reception with relay nodes introduce new vulnerabilities.For example, even if the transmitted information is secured, it is difficult but essential to monitor the behavior of relay nodes.Selfish or malicious intentions of relay nodes may manifest as non-cooperation.Therefore, we propose relay node reliability evaluation schemes to measure and monitor the misbehavior of relay nodes.Using a power-sensing based reliability evaluation scheme, we attempt to detect selfish nodes thereby measuring the level of non-cooperation.An overall node reliability evaluation, which can be used as a guide for mobile users interested in collaboration with relay nodes, is performed at the basestation.For malicious behavior, we propose a network tomography technique to arrive at node reliability metrics.We estimate the delay distribution of each internal link within a co-op MIMO framework and use this estimate as an indicator of reliability.The effectiveness of the proposed node reliability evaluations are demonstrated via both theoretical analysis and simulations results.The proposed PHY-SKG strategies used in conjunction with node reliability evaluation schemes represent a novel cross-layer approach to enhance security of cooperative networks.