Citation: | SU Yishan, ZHANG Hehe, ZHANG Rui, MA Suya, FAN Rong, FU Xiaomei, JIN Zhigang. Review of Security for Underwater Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2023, 45(3): 1121-1133. doi: 10.11999/JEIT211576 |
[1] |
CUI Junhong, KONG Jiejun, GERLA M, et al. The challenges of building mobile underwater wireless networks for aquatic applications[J]. IEEE Network, 2006, 20(3): 12–18. doi: 10.1109/MNET.2006.1637927
|
[2] |
DEMIRORS E, SKLIVANITIS G, SANTAGATI G E, et al. Design of a software-defined underwater acoustic modem with real-time physical layer adaptation capabilities[C]. The International Conference on Underwater Networks & Systems, Rome, Italy, 2014: 25.
|
[3] |
YAN Hai, WAN Lei, ZHOU Shengli, et al. DSP based receiver implementation for OFDM acoustic modems[J]. Physical Communication, 2012, 5(1): 22–32. doi: 10.1016/j.phycom.2011.09.001
|
[4] |
AKYILDIZ I F and WANG Xudong. A survey on wireless mesh networks[J]. IEEE Communications Magazine, 2005, 43(9): S23–S30. doi: 10.1109/MCOM.2005.1509968
|
[5] |
FREITAG L, GRUND M, SINGH S, et al. The WHOI micro-modem: An acoustic communications and navigation system for multiple platforms[C]. OCEANS 2005 MTS/IEEE, Washington, USA, 2005: 1086–1092.
|
[6] |
ZHANG Wenbo, HAN Guangjie, WANG Xin, et al. A node location algorithm based on node movement prediction in underwater acoustic sensor networks[J]. IEEE Transactions on Vehicular Technology, 2020, 69(3): 3166–3178. doi: 10.1109/TVT.2019.2963406
|
[7] |
QARABAQI P and STOJANOVIC M. Statistical characterization and computationally efficient modeling of a class of underwater acoustic communication channels[J]. IEEE Journal of Oceanic Engineering, 2013, 38(4): 701–717. doi: 10.1109/JOE.2013.2278787
|
[8] |
STOJANOVIC M. On the relationship between capacity and distance in an underwater acoustic communication channel[J]. ACM SIGMOBILE Mobile Computing and Communications Review, 2007, 11(4): 34–43. doi: 10.1145/1347364.1347373
|
[9] |
STOJANOVIC M and PREISIG J. Underwater acoustic communication channels: Propagation models and statistical characterization[J]. IEEE Communications Magazine, 2009, 47(1): 84–89. doi: 10.1109/MCOM.2009.4752682
|
[10] |
LI Baosheng, ZHOU Shengli, STOJANOVIC M, et al. Multicarrier communication over underwater acoustic channels with nonuniform doppler shifts[J]. IEEE Journal of Oceanic Engineering, 2008, 33(2): 198–209. doi: 10.1109/JOE.2008.920471
|
[11] |
JIANG Shengming. On securing underwater acoustic networks: A survey[J]. IEEE Communications Surveys & Tutorials, 2019, 21(1): 729–752. doi: 10.1109/COMST.2018.2864127
|
[12] |
WANG Qiu, DAI Hongning, LI Xuran, et al. Eavesdropping attacks in underwater acoustic networks[C]. The 10th International Conference on Information, Communications and Signal Processing (ICICS), Singapore, 2015: 1–5.
|
[13] |
ZUBA M, SHI Zhijie, PENG Zheng, et al. Vulnerabilities of underwater acoustic networks to denial-of-service jamming attacks[J]. Security and Communication Networks, 2015, 8(16): 2635–2645. doi: 10.1002/sec.507
|
[14] |
SAMIR M, KOWALSKI M, ZHOU Shengli, et al. An experimental study of effective jamming in underwater acoustic links[C]. The 11th International Conference on Mobile Ad Hoc and Sensor Systems, Philadelphia, USA, 2014: 737–742.
|
[15] |
GOETZ M, AZAD S, CASARI P, et al. Jamming-resistant multi-path routing for reliable intruder detection in underwater networks[C]. The Sixth ACM International Workshop on Underwater Networks, Seattle, USA, 2011: 10.
|
[16] |
CAMPAGNARO F, TRONCHIN D, SIGNORI A, et al. Replay-attack countermeasures for underwater acoustic networks[C]. The Global Oceans 2020: Singapore – U. S. Gulf Coast, Biloxi, USA, 2020: 1–9.
|
[17] |
张俊清. 水声网络协议干扰技术研究[D]. [硕士论文], 中国舰船研究院, 2017.
ZHANG Junqing. Research on protocol interferences against underwater acoustic network[D]. [Master dissertation], China Ship Research and Development Academy, 2017.
|
[18] |
ZHANG Junqing, ZHANG Gangqiang, and LIU Junkai. Wormhole attack detecting in underwater acoustic communication networks[C]. 2021 OES China Ocean Acoustics (COA), Harbin, China, 2021: 647–650.
|
[19] |
LI Hong, HE Yunhua, CHENG Xiuzhen, et al. Security and privacy in localization for underwater sensor networks[J]. IEEE Communications Magazine, 2015, 53(11): 56–62. doi: 10.1109/MCOM.2015.7321972
|
[20] |
SU Zhong, LIN Chuang, REN Fengyuan, et al. Security mechanisms analysis of wireless sensor networks specific routing attacks[C]. 2006 First International Symposium on Pervasive Computing and Applications, Urumqi, China, 2006: 579–584.
|
[21] |
LI Xun, HAN Guangjie, QIAN Aihua, et al. Detecting sybil attack based on state information in underwater wireless sensor networks[C]. The 21st International Conference on Software, Telecommunications and Computer Networks, Split, Croatia, 2013: 1–5.
|
[22] |
PENG Chunyan, DU Xiujuan, LI Keqin, et al. An ultra-lightweight encryption scheme in underwater acoustic networks[J]. Journal of Sensors, 2016, 2016: 8763528. doi: 10.1155/2016/8763528
|
[23] |
刘俊凯, 董阳泽, 张刚强. 隐蔽通信中基于水声信道的密钥生成技术[J]. 应用声学, 2019, 38(4): 681–687. doi: 10.11684/j.issn.1000-310X.2019.04.027
LIU Junkai, DONG Yangze, and ZHANG Gangqiang. Key generation technology based on underwater acoustic channel estimation in covert communication[J]. Journal of Applied Acoustics, 2019, 38(4): 681–687. doi: 10.11684/j.issn.1000-310X.2019.04.027
|
[24] |
DIAMANT R, CASARI P, and TOMASIN S. Cooperative authentication in underwater acoustic sensor networks[J]. IEEE Transactions on Wireless Communications, 2019, 18(2): 954–968. doi: 10.1109/TWC.2018.2886896
|
[25] |
DU Jiaxin, HAN Guangjie, LIN Chuan, et al. ITrust: An anomaly-resilient trust model based on isolation forest for underwater acoustic sensor networks[J]. IEEE Transactions on Mobile Computing, 2022, 21(5): 1684–1696. doi: 10.1109/TMC.2020.3028369
|
[26] |
JIANG Jinfang, ZHU Xinyu, HAN Guangjie, et al. A dynamic trust evaluation and update mechanism based on C4.5 decision tree in underwater wireless sensor networks[J]. IEEE Transactions on Vehicular Technology, 2020, 69(8): 9031–9040. doi: 10.1109/TVT.2020.2999566
|
[27] |
HE Yu, HAN Guangjie, JIANG Jinfang, et al. A trust update mechanism based on reinforcement learning in underwater acoustic sensor networks[J]. IEEE Transactions on Mobile Computing, 2022, 21(3): 811–821. doi: 10.1109/TMC.2020.3020313
|
[28] |
DAS A P, THAMPI S M, and LLORET J. Anomaly detection in UASN localization based on time series analysis and fuzzy logic[J]. Mobile Networks and Applications, 2020, 25(1): 55–67. doi: 10.1007/s11036-018-1192-y
|
[29] |
MOOSAVI H and BUI F M. A game-theoretic framework for robust optimal intrusion detection in wireless sensor networks[J]. IEEE Transactions on Information Forensics and Security, 2014, 9(9): 1367–1379. doi: 10.1109/TIFS.2014.2332816
|
[30] |
IOANNOU C, VASSILIOU V, and SERGIOU C. An intrusion detection system for wireless sensor networks[C]. The 24th International Conference on Telecommunications (ICT), Limassol, Cyprus, 2017: 1–5.
|
[31] |
SUN Bo, SHAN Xuemei, WU Kui, et al. Anomaly detection based secure in-network aggregation for wireless sensor networks[J]. IEEE Systems Journal, 2013, 7(1): 13–25. doi: 10.1109/JSYST.2012.2223531
|
[32] |
BAO Fenye, CHEN I R, CHANG M, et al. Hierarchical trust management for wireless sensor networks and its applications to trust-based routing and intrusion detection[J]. IEEE Transactions on Network and Service Management, 2012, 9(2): 169–183. doi: 10.1109/TCOMM.2012.031912.110179
|
[33] |
DARGAHI T, JAVADI H H S, and SHAFIEI H. Securing underwater sensor networks against routing attacks[J]. Wireless Personal Communications, 2017, 96(2): 2585–2602. doi: 10.1007/s11277-017-4313-1
|
[34] |
MURGOD T R and SUNDARAM S M. Cluster based detection and reduction techniques to identify wormhole attacks in underwater wireless sensor networks[J]. International Journal of Advanced Computer Science and Applications (IJACSA), 2020, 11(7): 58–63. doi: 10.14569/IJACSA.2020.0110708
|
[35] |
HAN Guangjie, LIU Li, JIANG Jinfang, et al. A collaborative secure localization algorithm based on trust model in underwater wireless sensor networks[J]. Sensors, 2016, 16(2): 229. doi: 10.3390/s16020229
|
[36] |
DELCOURT M and LE BOUDEC J Y. TDOA source-localization technique robust to time-synchronization attacks[J]. IEEE Transactions on Information Forensics and Security, 2020, 16: 4249–4264. doi: 10.1109/tifs.2020.3001741
|
[37] |
XU Bo, LI Shengxin, RAZZAQI A A, et al. A novel measurement information anomaly detection method for cooperative localization[J]. IEEE Transactions on Instrumentation and Measurement, 2021, 70: 3516918. doi: 10.1109/TIM.2021.3077981
|
[38] |
ZHAO Haiyan, YAN Jing, LUO Xiaoyuan, et al. Privacy preserving solution for the asynchronous localization of underwater sensor networks[J]. IEEE/CAA Journal of Automatica Sinica, 2020, 7(6): 1511–1527. doi: 10.1109/JAS.2020.1003312
|
[39] |
MISRA S, OJHA T, and MADHUSOODHANAN P. SecRET: Secure range-based localization with evidence theory for underwater sensor networks[J]. ACM Transactions on Autonomous and Adaptive Systems, 2020, 15(1): 2. doi: 10.1145/3431390
|
[40] |
XU Ming, LIU Guangzhong, ZHU Daqi, et al. A cluster-based secure synchronization protocol for underwater wireless sensor networks[J]. International Journal of Distributed Sensor Networks, 2014, 10(4): 398610. doi: 10.1155/2014/398610
|
[41] |
HU Fei, MALKAWI Y, KUMAR S, et al. Vertical and horizontal synchronization services with outlier detection in underwater acoustic networks[J]. Wireless Communications and Mobile Computing, 2008, 8(9): 1165–1181. doi: 10.1002/wcm.559
|
[42] |
李挺, 冯勇. 无线传感器网络安全路由研究综述[J]. 计算机应用研究, 2012, 29(12): 4412–4419. doi: 10.3969/j.issn.1001-3695.2012.12.003
LI Ting and FENG Yong. Survey on secure routing research in wireless sensor networks[J]. Application Research of Computers, 2012, 29(12): 4412–4419. doi: 10.3969/j.issn.1001-3695.2012.12.003
|
[43] |
MENON V, MIDHUNCHAKKARAVARTHY D, JOHN S, et al. A secure and energy-efficient opportunistic routing protocol with void avoidance for underwater acoustic sensor networks[J]. Turkish Journal of Electrical Engineering and Computer Sciences, 2020, 28(4): 2303–2315. doi: 10.3906/elk-2001-51
|
[44] |
BHARAMAGOUDRA M R and MANVI S S. Agent-based secure routing for underwater acoustic sensor networks[J]. International Journal of Communication Systems, 2017, 30(13): e3281. doi: 10.1002/dac.3281
|
[45] |
SAEED K, KHALIL W, AHMED S, et al. SEECR: Secure energy efficient and cooperative routing protocol for underwater wireless sensor networks[J]. IEEE Access, 2020, 8: 107419–107433. doi: 10.1109/ACCESS.2020.3000863
|
[46] |
NGUYEN N T, LE T T T, NGUYEN H H, et al. Energy-efficient clustering multi-hop routing protocol in a UWSN[J]. Sensors, 2021, 21(2): 627. doi: 10.3390/s21020627
|