基于攻击感知的能量高效源位置隐私保护算法

doi:10.11959/j.issn.1000-436x.2018001

Abstract

Abstract:

Sensors’ ability was utilized to perceive the mobile attacker nearby,and SPA (silent-pool approach) was proposed,which was able to hinder or reduce the packets hunted by the attacker by controlling the forwarding state of the nodes.In addition,a novel DPIOP (dummy packet injection out pool) method was proposed to entice the adversary far away from the transmission path without changing the original routing path.Through simulation studies and experiments,the outstanding performance of SPA and DPIOP in privacy preservation were demonstrated,with saving energy by about 63%,and reducing delay by about 35%.

Key words: location privacy, sensor network, energy-efficiency, attack-perceiving, context-aware

CLC Number:

TP393

Qian ZHOU,Xiaolin QIN,Youwei DING. Preserving source-location privacy efficiently based on attack-perceiving in wireless sensor network[J]. Journal on Communications, 2018, 39(1): 101-116.

Figures/Tables 22

算法	$\bar{x}$	路径偏移量	与RP相比的偏移量变化率
SPA	53.4	2 061	+3 810.8%
DPIOP	7.7	0.08	?99.8%
RP	14.7	52.7	0

算法	$\bar{x}$	路径偏移量与RP相比的偏移量变化率
SPA	10.4	7.9?85.6%
DPIOP	7.6	0.06?99.8%
RP	15.1	54.90

References 29

[1]	牛晓光, 魏川博, 姚亚兰 . 传感网中能量均衡高效的源位置隐私保护协议[J]. 通信学报, 2016,37(4): 23-33.
	NIU X G , WEI C B , YAO Y L . Energy-consumption-balanced efficient source-location privacy preserving protocol in WSN[J]. Journal on Communication, 2016,37(4): 23-33.
[2]	LIGHTFOOT L , LI Y , REN J . STaR:design and quantitative measurement of source-location privacy for wireless sensor networks[J]. Secur Commun Netw, 2016,9(3): 220-228.
[3]	周倩, 秦小麟, 丁有伟 . 无线传感器网络中基于哈希函数的上下文隐私保护[J]. 南京理工大学学报, 2017,41(6): 753-759.
	ZHOU Q , QIN X L , DING Y W . Hash-based contextual privacy preservation in wireless sensor networks[J]. Journal of Nanjing University of Science and Technology, 2017,41(6): 753-759.
[4]	KAMAT P , ZHANG Y , TRAPPE W ,et al. Enhancing source-location privacy in sensor network routing[C]// 25th IEEE International Conference on Distributed Computing Systems(ICDCS). 2005: 599-608.
[5]	ZHANG Y , WANG G , HU Q ,et al. Design and performance study of a topology-hiding multipath routing protocol for mobile ad hoc networks[C]// IEEE INFOCOM. 2012: 10-18.
[6]	RAHAT A A M , EVERSON R M , FIELDSEND J E . Evolutionary multi-path routing for network lifetime and robustness in wireless sensor networks[J]. Ad Hoc Netw, 2016(52): 130-145.
[7]	MEHTA K , LIU D , WRIGHT M . Protecting location privacy in sensor networks against a global eavesdropper[J]. IEEE Trans Mob Comput, 2012,11(2): 320-336.
[8]	YANG Y , SHAO M , ZHU S ,et al. Towards statistically strong source anonymity for sensor networks[J]. ACM Trans Sen Netw, 2013,9(2): 1-23.
[9]	LOUREN?O P , BATISTA P , OLIVEIRA P ,et al. Simultaneous localization and mapping in sensor networks:a GES sensor-based filter with moving object tracking[C]// European Control Conference (ECC). 2015: 2354-2359.
[10]	NANDHINI S A , RADHA S . Compressed sensing based object detection and tracking system using measurement selection process for wireless visual sensor networks[C]// International Conference on Wireless Communications,Signal Processing and Networking (WiSPNET). 2016: 1117-1122.
[11]	APICHARTTRISORN D , APICHARTTRISORN K , KASETKASEM T . A moving object tracking algorithm using support vector machines in binary sensor networks[C]// 13th International Symposium on Communications and Information Technologies (ISCIT). 2013: 529-534.
[12]	RIOS R , LOPEZ J . Exploiting context-awareness to enhance source-location privacy in wireless sensor networks[J]. Oxford University Press, 2011,54(10): 1603-1615.
[13]	BURATTI C . Performance analysis of IEEE 802.15.4 beacon-enabled mode[J]. IEEE Transactions on Vehicular Technology, 2010,59(4): 2031-2045.
[14]	BRADBURY M , LEEKE M , JHUMKA A . A dynamic fake source algorithm for source location privacy in wireless sensor networks[C]// IEEE Trustcom/BigDataSE/ISPA. 2015: 531-538.
[15]	OUYANG Y , LE Z , LIU D ,et al. Source location privacy against laptop-class attacks in sensor networks[C]// The 4th International Conference on Security and Privacy in Communication Networks. 2008: 5-10.
[16]	RAJ M , LI N , LIU D ,et al. Using data mules to preserve source location privacy in wireless sensor networks[J]. Pervasive ＆ Mobile Computing, 2014(11): 244-260.
[17]	JHUMKA A , LEEKE M , SHRESTHA S . On the use of fake sources for source location privacy:trade-offs between energy and privacy[J]. Computer Journal, 2011,54(6): 860-874.
[18]	SHI R , GOSWAMI M , GAO J ,et al. Is random walk truly memoryless traffic analysis and source location privacy under random walks[C]// IEEE INFOCOM. 2013: 3021-3029.
[19]	XI Y , SCHWIEBERT L , SHI W . Preserving source location privacy in monitoring-based wireless sensor networks[C]// 20th IEEE International Parallel Distributed Processing Symposium. 2006.
[20]	ALOMAIR B , CLARK A , CUELLAR J ,et al. Toward a statistical framework for source anonymity in sensor networks[J]. IEEE Transactions on Mobile Computing, 2013,12(2): 248-260.
[21]	吴博, 胡小龙 . WSN中基于假路径的源位置保护策略[J]. 计算机工程与应用, 2008,44(16): 114-117.
	WU B , HU X L . Strategy of protecting source-location privacy in WSN based on fake paths[J]. Computer Engineering and Applications, 2008,44(16): 114-117.
[22]	AMIN R , BISWAS G P . A secure light weight scheme for user authentication and key agreement in multi-gateway based wireless sensor networks[J]. Ad Hoc Networks, 2016,36(1): 58-80.
[23]	SRINIVAS J , MUKHOPADHYAY S , MISHRA D . Secure and efficient user authentication scheme for multi-gateway wireless sensor networks[J]. Ad Hoc Networks, 2017,54: 147-169.
[24]	REDDY A G , DAS A K , YOON E J ,et al. A secure anonymous authentication protocol for mobile services on elliptic curve cryptography[J]. IEEE Access, 2016(4): 4394-4407.
[25]	SHAO M , HU W , ZHU S ,et al. Cross-layer enhanced source location privacy in sensor networks[C]// 6th Annual IEEE Communications Society Conference on Sensor,Mesh and Ad Hoc Communications and Networks. 2009: 1-9.
[26]	XING Y , CHEN Y , YI W ,et al. Optimal beacon interval for TDMA-based MAC in wireless sensor networks[C]// 11th International Conference on Innovations in Information Technology (IIT). 2015: 156-161.
[27]	HUANG P , LIU C J , XIAO L . TAS-MAC:a traffic-adaptive synchronous MAC protocol for wireless sensor networks[J]. ACM Transaction Sensor Network, 2016,12(1): 1-30.
[28]	ZHOU L , WAN C , HUANG J ,et al. The location privacy of wireless sensor networks:attacks and countermeasures[C]// Ninth International Conference on Broadband and Wireless Computing,Communication and Applications (BWCCA). 2014: 64-71.
[29]	POTTIE G J , KAISER W J . Wireless integrated network sensors[J]. Communication ACM, 2000,43(5): 51-58.

Metrics

Recommended 0

No Suggested Reading articles found!

心跳分组段标识	段内数据集	情况1	情况2
readysilent_beacon	{0},{1}	检测到附近有攻击者，置1	没有检测到攻击者，置0
confirmsilent_beacon	{0},{1}	当前节点为转发真实数据的节点，置1	当前节点没有在转发真实数据，置0
fake_beacon	{ID₁,ID₂}	ID₁为静默池中节点标识	ID₂为虚假节点标识

邻居节点	距离	readysilent_beacon	confirmsilent_beacon	fake_beacon
A(x_A,y_A)	d(A,sink)	1	0	0
B(x_B,y_B)	d(B,sink)	1	1	ID_B
C(x_C,y_C)	d(C,sink)	1	0	ID_C
D(x_D,y_D)	d(D,sink)	1	0	0
E(x_E,y_E)	d(E,sink)	1	0	0

算法	数据分组时延/s	与RP相比的时延变化率
SPA	1.78	+641.7%
DPIOP	0.17	?29.2%
RP	0.24	0

算法	数据分组时延/s	与RP相比的时延变化率
SPA	0.19	?26.9%
DPIOP	0.18	?30.7%
RP	0.26	0

参数	数值
E_elec	60 nJ·bit
ξa_mp	10 pJ·bit^?1·m^?2
n	2

Preserving source-location privacy efficiently based on attack-perceiving in wireless sensor network

RichHTML

PDF

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 22

References 29

Related Articles 15

Metrics

Recommended 0

算法	捕获源节点的次数	与RP相比的隐私提高率
SPA	0	+100%
DPIOP	1	+90%
RP	10	0

算法	转发节点	与RP相比的能耗变化率
SPA	53.4	+263%
DPIOP	9.3	?37%
RP	14.7	0

[1]	Xin SUN, Guifu ZHANG, Hongyan XING, Wang Zenghui. Research on intrusion detection for maritime meteorological sensor network based on balancing generative adversarial network [J]. Journal on Communications, 2023, 44(4): 124-136.
[2]	Yue ZHAO, Zan LI, Bing LI, Benjian HAO. TDoA localization-refused area analysis and node placement strategy research [J]. Journal on Communications, 2023, 44(1): 1-13.
[3]	Peng QIN, Haoting HE, Xiongwen ZHAO, Yang FU, Yu ZHANG, Miao WANG, Shuo WANG, Xue WU. Efficient resource allocation with context-awareness for parked car road side unit-based Internet of vehicles [J]. Journal on Communications, 2022, 43(7): 113-125.
[4]	Cuiran LI, Xuejie WANG, Jianli XIE, Anqi LYU. Routing algorithm for railway monitoring linear WSN based on improved PSO [J]. Journal on Communications, 2022, 43(5): 155-165.
[5]	Xiujuan DU, Lijuan WANG, Jingping LIU, Long JIN. Ranging localization method for nodes in underwater wireless sensor network based on zeroing neural dynamics [J]. Journal on Communications, 2022, 43(10): 177-185.
[6]	Yan YAN, Yiming CONG, Mahmood Adnan, Quanzheng SHENG. Statistics release and privacy protection method of location big data based on deep learning [J]. Journal on Communications, 2022, 43(1): 203-216.
[7]	Hongtao LI, Xiaoyu REN, Jie WANG, Jianfeng MA. Continuous location privacy protection mechanism based on differential privacy [J]. Journal on Communications, 2021, 42(8): 164-175.
[8]	Aijing SUN, Shichang LI, Yicai ZHANG. WSN clustering routing algorithm based on PSO optimized fuzzy C-means [J]. Journal on Communications, 2021, 42(3): 91-99.
[9]	Zhenyu ZHOU, Zehan JIA, Haijun LIAO, Xiongwen ZHAO, Lei ZHANG. Context-aware learning-based access control method for power IoT [J]. Journal on Communications, 2021, 42(3): 150-159.
[10]	Yanjing SUN,Junqiu YANG,Yan CHEN,Yanfen WANG,Xiaojing CHEN,Fengzhen LIU,Zhi SUN. RAW online regrouping method in IEEE 802.11ah protocol for industrial Internet of things [J]. Journal on Communications, 2020, 41(4): 92-101.
[11]	Ayong YE,Lingyu MENG,Ziwen ZHAO,Yiqing DIAO,Jiaomei ZHANG. Trajectory differential privacy protection mechanism based on prediction and sliding window [J]. Journal on Communications, 2020, 41(4): 123-133.
[12]	Jie WANG,Chunru WANG,Jianfeng MA,Hongtao LI. Dummy location selection algorithm based on location semantics and query probability [J]. Journal on Communications, 2020, 41(3): 53-61.
[13]	Junbin LIANG,Xiang ZHOU,Fangqiang MA,Chan JIANG,Zongjian HE. Low-latency neighbor discovery algorithm based on multi-beacon message in mobile low-duty-cycle sensor network [J]. Journal on Communications, 2019, 40(8): 178-188.
[14]	Yongjun XU,Yuan HU,Guoquan LI,Jinzhao LIN,Qianbin CHEN. Robust resource allocation algorithm for heterogeneous wireless networkwith SWIPT [J]. Journal on Communications, 2019, 40(7): 186-196.
[15]	Tianjing WANG,Xiuqin LI,Guangwei BAI,Hang SHEN. Multi-target localization algorithm based on adaptive grid in wireless sensor network [J]. Journal on Communications, 2019, 40(7): 197-207.