Lightweight Security Solutions for the Internet of Things

The future Internet will be an IPv6 network interconnecting traditional computers and a large number of smart objects or networks such as Wireless Sensor Networks (WSNs). This Internet of Things (IoT) will be the foundation of many services and our daily life will depend on its availability and reliable operations. Therefore, among many other issues, the challenge of implementing secure communication in the IoT must be addressed. The traditional Internet has established and tested ways of securing networks. The IoT is a hybrid network of the Internet and resource-constrained networks, and it is therefore reasonable to explore the options of using security mechanisms standardized for the Internet in the IoT. The IoT requires multi-faceted security solutions where the communication is secured with confidentiality, integrity, and authentication services; the network is protected against intrusions and disruptions; and the data inside a sensor node is stored in an encrypted form. Using standardized mechanisms, communication in the IoT can be secured at different layers: at the link layer with IEEE 802.15.4 security, at the network layer with IP security (IPsec), and at the transport layer with Datagram Transport Layer Security (DTLS). Even when the IoT is secured with encryption and authentication, sensor nodes are ex- posed to wireless attacks both from inside the WSN and from the Internet. Hence an Intrusion Detection System (IDS) and firewalls are needed. Since the nodes inside WSNs can be captured and cloned, protection of stored data is also important. This thesis has three main contributions. (i) It enables secure communication in the IoT using lightweight compressed yet standard compliant IPsec, DTLS, and IEEE 802.15.4 link layer security; and it discusses the pros and cons of each of these solutions. The proposed security solutions are implemented and evaluated in an IoT setup on real hardware. (ii) This thesis also presents the design, implementation, and evaluation of a novel IDS for the IoT. (iii) Last but not least, it also provides mechanisms to protect data inside constrained nodes. The experimental evaluation of the different solutions shows that the resource- constrained devices in the IoT can be secured with IPsec, DTLS, and 802.15.4 security; can be efficiently protected against intrusions; and the proposed combined secure storage and communication mechanisms can significantly reduce the security-related operations and energy consumption.

[1]  Adam Dunkels,et al.  Software-based on-line energy estimation for sensor nodes , 2007, EmNets '07.

[2]  Anna N. Kim,et al.  When HART goes wireless: Understanding and implementing the WirelessHART standard , 2008, 2008 IEEE International Conference on Emerging Technologies and Factory Automation.

[3]  A. Perrig,et al.  The Sybil attack in sensor networks: analysis & defenses , 2004, Third International Symposium on Information Processing in Sensor Networks, 2004. IPSN 2004.

[4]  Tallat M. Shafaat,et al.  Partition Tolerance and Data Consistency in Structured Overlay Networks , 2013 .

[5]  Mattias Rost,et al.  Mobility is the Message: Experiments with Mobile Media Sharing , 2013 .

[6]  Per Kreuger.  Computational issues in calculi of partial inductive definitions , 1995, SICS dissertation series.

[7]  Paul E. Hoffman,et al.  Internet Key Exchange Protocol Version 2 (IKEv2) , 2010, RFC.

[8]  Mary Baker,et al.  Mitigating routing misbehavior in mobile ad hoc networks , 2000, MobiCom '00.

[9]  Gianluca Dini,et al.  Secure Key Renewal in WirelessHART , 2011 .

[10]  Stephen E. Deering,et al.  Internet Protocol, Version 6 (IPv6) Specification , 1995, RFC.

[11]  David A. Wagner,et al.  Security considerations for IEEE 802.15.4 networks , 2004, WiSe '04.

[12]  H. S. ALLEN.  Time and Probability , 1938, Nature.

[13]  Thiemo Voigt,et al.  Architectures for service differentiation in overloaded Internet servers , 2002 .

[14]  Jorge Sá Silva,et al.  Enabling Network-Layer Security on IPv6 Wireless Sensor Networks , 2010, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010.

[15]  Eric Rescorla,et al.  The Transport Layer Security (TLS) Protocol Version 1.2 , 2008, RFC.

[16]  David E. Culler,et al.  Transmission of IPv6 Packets over IEEE 802.15.4 Networks , 2007, RFC.

[17]  Dan Sahlin,et al.  An Automatic Partial Evaluator for Full Prolog , 2007 .

[18]  Marie Sjölinder,et al.  Age-related cognitive decline and navigation in electronic environments , 2006 .

[19]  Jussi Karlgren,et al.  Stylistic Experiments for Information Retrieval , 1999 .

[20]  Bart Preneel,et al.  Cryptographic hash functions , 2010, Eur. Trans. Telecommun..

[21]  Adam Dunkels,et al.  Contiki - a lightweight and flexible operating system for tiny networked sensors , 2004, 29th Annual IEEE International Conference on Local Computer Networks.

[22]  Victor S. Miller,et al.  Use of Elliptic Curves in Cryptography , 1985, CRYPTO.

[23]  Carsten Bormann,et al.  The Constrained Application Protocol (CoAP) , 2014, RFC.

[24]  Fredrik Olsson,et al.  Bootstrapping Named Entity Annotation by Means of Active Machine Learning: A Method for Creating Corpora , 2008 .

[25]  Kenneth G. Paterson,et al.  Lucky Thirteen: Breaking the TLS and DTLS Record Protocols , 2013, 2013 IEEE Symposium on Security and Privacy.

[26]  Ali Ghodsi,et al.  Distributed k-ary System: Algorithms for Distributed Hash Tables , 2006 .

[27]  Óscar García-Morchón,et al.  Securing the IP-based internet of things with HIP and DTLS , 2013, WiSec '13.

[28]  Eric Rescorla,et al.  Datagram Transport Layer Security Version 1.2 , 2012, RFC.

[29]  Mats Carlsson.  Design and implementation of an or-parallel Prolog engine , 1990, RIT / KTH / TRITA-CS.

[30]  T. Lennvall,et al.  A comparison of WirelessHART and ZigBee for industrial applications , 2008, 2008 IEEE International Workshop on Factory Communication Systems.

[31]  Eric Anderson,et al.  X-MAC: a short preamble MAC protocol for duty-cycled wireless sensor networks , 2006, SenSys '06.

[32]  Carsten Bormann,et al.  Using CoAP with IPsec , 2012 .

[33]  Adam Dunkels,et al.  Cross-Level Sensor Network Simulation with COOJA , 2006, Proceedings. 2006 31st IEEE Conference on Local Computer Networks.

[34]  David E. Culler,et al.  Telos: enabling ultra-low power wireless research , 2005, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005..

[35]  Cristina Alcaraz,et al.  Wireless Sensor Networks and the Internet of Things: Do We Need a Complete Integration? , 2010, IWSEC 2010.

[36]  D. Kandiyoti.  1 introduction. , 2005, Journal of the ICRU.

[37]  Daniel Gillblad,et al.  On practical machine learning and data analysis , 2008 .

[38]  Joe Armstrong,et al.  Making reliable distributed systems in the presence of software errors , 2003 .

[39]  Johan Montelius,et al.  Exploiting fine-grain parallelism in concurrent constraint languages , 1997, Uppsala theses in computing science.

[40]  Anders Gunnar,et al.  Aspects of proactive traffic engineering in IP networks , 2011 .

[41]  Oscar Garcia-Morchon,et al.  Security Considerations in the IP-based Internet of Things , 2013 .

[42]  Vincent Rijmen,et al.  Improved Impossible Differential Cryptanalysis of 7-Round AES-128 , 2010, INDOCRYPT.

[43]  Zhou Su,et al.  Malicious node detection in wireless sensor networks using weighted trust evaluation , 2008, SpringSim '08.

[44]  Randall J. Atkinson,et al.  IP Encapsulating Security Payload (ESP) , 1995, RFC.

[45]  Richard E. Smith,et al.  Authentication: From Passwords to Public Keys , 2001 .

[46]  Ying Chen,et al.  Hybrid Intrusion Detection with Weighted Signature Generation over Anomalous Internet Episodes , 2007, IEEE Transactions on Dependable and Secure Computing.

[47]  Khaled Masmoudi,et al.  Tiny 3-TLS: A Trust Delegation Protocol for Wireless Sensor Networks , 2006, ESAS.

[48]  David A. Wagner,et al.  Secure routing in wireless sensor networks: attacks and countermeasures , 2003, Ad Hoc Networks.

[49]  Vijay Raghunathan,et al.  AEGIS: A Lightweight Firewall for Wireless Sensor Networks , 2010, DCOSS.

[50]  Michael C. Richardson,et al.  A Method for Storing IPsec Keying Material in DNS , 2005, RFC.

[51]  Rolf H. Weber,et al.  Internet of Things - New security and privacy challenges , 2010, Comput. Law Secur. Rev..

[52]  Utz Roedig,et al.  Securing communication in 6LoWPAN with compressed IPsec , 2011, 2011 International Conference on Distributed Computing in Sensor Systems and Workshops (DCOSS).

[53]  Jonathan W. Hui.  Compression Format for IPv6 Datagrams in 6LoWPAN Networks , 2008 .

[54]  Dirk Westhoff,et al.  Tinypeds: Tiny Persistent Encrypted Data Storage 3 in Asynchronous Wireless Sensor Networks 4 , 2006 .

[55]  Ethan L. Miller,et al.  Designing a secure reliable file system for sensor networks , 2007, StorageSS '07.

[56]  John A. Stankovic,et al.  Poster Abstract : AMSecure — Secure Link-Layer Communication in TinyOS for IEEE 802 . 15 . 4-based Wireless Sensor Networks , 2006 .

[57]  Hans A. Hansson.  Time and probability in formal design of distributed systems , 1991, DoCS.

[58]  Ashley Saulsbury.  Attacking latency bottlenecks in distributed shared memory systems , 1999 .

[59]  Andrei V. Gurtov,et al.  On application of Host Identity Protocol in wireless sensor networks , 2010, The 7th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS 2010).

[60]  John R. Douceur,et al.  The Sybil Attack , 2002, IPTPS.

[61]  Eui-Nam Huh,et al.  A lightweight intrusion detection framework for wireless sensor networks , 2010, CMC 2010.

[62]  Peter Langendörfer,et al.  Privacy-Enhancing Technique: A Survey and Classification , 2008 .

[63]  Adam Dunkels,et al.  Full TCP/IP for 8-bit architectures , 2003, MobiSys '03.

[64]  Fredrik Österlind.  Improving Low-Power Wireless Protocols with Timing-Accurate Simulation , 2011 .

[65]  Daeyoung Kim,et al.  SNAIL: an IP-based wireless sensor network approach to the internet of things , 2010, IEEE Wireless Communications.

[66]  Henrik Abrahamsson,et al.  Network overload avoidance by traffic engineering and content caching , 2012 .

[67]  Gabriel Montenegro,et al.  IPv6 over Low-Power Wireless Personal Area Networks (6LoWPANs): Overview, Assumptions, Problem Statement, and Goals , 2007, RFC.

[68]  Tim Dierks,et al.  The Transport Layer Security (TLS) Protocol Version 1.2 , 2008 .

[69]  Petra Sundström.  Designing Affective Loop Experiences , 2010 .

[70]  Tibor Juhas.  The use of elliptic curves in cryptography , 2007 .

[71]  Thiemo Voigt,et al.  INDIGO: Secure CoAP for Smartphones Enabling E2E Secure Communication in the 6IoT , 2013 .

[72]  Amir H. Payberah,et al.  Live Streaming in P2P and Hybrid P2P-Cloud Environments for the Open Internet , 2013 .

[73]  Utz Roedig,et al.  Securing Internet of Things with Lightweight IPsec , 2010 .

[74]  Hiren Kumar Deva Sarma,et al.  Security Threats in Wireless Sensor Networks , 2006, Proceedings 40th Annual 2006 International Carnahan Conference on Security Technology.

[75]  Adam Dunkels,et al.  Programming Memory-Constrained Networked Embedded Systems , 2007 .

[76]  Markus Bylund,et al.  A Design Rationale for Pervasive Computing: User Experience, Contextual Change and Technical Requirements , 2005 .

[77]  Cristina Alcaraz,et al.  Key management systems for sensor networks in the context of the Internet of Things , 2011, Comput. Electr. Eng..

[78]  Carsten Bormann.  6LoWPAN Generic Compression of Headers and Header-like Payloads , 2013 .

[79]  David E. Culler,et al.  IP is dead, long live IP for wireless sensor networks , 2008, SenSys '08.

[80]  Paul E. Hoffman,et al.  Cryptographic Suites for IPsec , 2005, RFC.

[81]  Marimuthu Palaniswami,et al.  Energy-efficient link-layer jamming attacks against wireless sensor network MAC protocols , 2009, SASN '05.

[82]  Lillian L. Dai,et al.  RPL under mobility , 2012, 2012 IEEE Consumer Communications and Networking Conference (CCNC).

[83]  Christopher Allen,et al.  The TLS Protocol Version 1.0 , 1999, RFC.

[84]  Stephen Deering,et al.  Internet Protocol Version 6(IPv6) , 1998 .

[85]  Stina Nylander,et al.  Design and Implementation of Multi-Device Services , 2007 .

[86]  Jorge Sá Silva,et al.  On the Effectiveness of End-to-End Security for Internet-Integrated Sensing Applications , 2012, 2012 IEEE International Conference on Green Computing and Communications.

[87]  Erik Klintskog,et al.  Generic distribution support for programming systems , 2005 .

[88]  Thiemo Voigt,et al.  Lithe: Lightweight Secure CoAP for the Internet of Things , 2013, IEEE Sensors Journal.

[89]  P. Venkata Krishna,et al.  LAID: a learning automata-based scheme for intrusion detection in wireless sensor networks , 2009, Secur. Commun. Networks.

[90]  Hugo Krawczyk,et al.  A Security Architecture for the Internet Protocol , 1999, IBM Syst. J..

[91]  Ricardo Dahab,et al.  NanoECC: Testing the Limits of Elliptic Curve Cryptography in Sensor Networks , 2008, EWSN.

[92]  Sameh El-Ansary.  Designs and Analyses in Structured Peer-To-Peer Systems , 2005 .

[93]  Wei Ren,et al.  HybridS: A Scheme for Secure Distributed Data Storage in WSNs , 2008, 2008 IEEE/IFIP International Conference on Embedded and Ubiquitous Computing.

[94]  Adam Dunkels,et al.  Enabling large-scale storage in sensor networks with the Coffee file system , 2009, 2009 International Conference on Information Processing in Sensor Networks.

[95]  Robert Tappan Morris,et al.  a high-throughput path metric for multi-hop wireless routing , 2003, MobiCom '03.

[96]  Klaus Wehrle,et al.  Security Challenges in the IP-based Internet of Things , 2011, Wirel. Pers. Commun..

[97]  Utz Roedig,et al.  DHB-KEY: An efficient key distribution scheme for wireless sensor networks , 2008, 2008 5th IEEE International Conference on Mobile Ad Hoc and Sensor Systems.

[98]  Jorge Sá Silva,et al.  Network‐layer security for the Internet of Things using TinyOS and BLIP , 2014, Int. J. Commun. Syst..

[99]  Thiemo Voigt,et al.  Interconnecting WirelessHART and legacy HART networks , 2010, 2010 6th IEEE International Conference on Distributed Computing in Sensor Systems Workshops (DCOSSW).

[100]  Utz Roedig,et al.  Codo: confidential data storage for wireless sensor networks , 2012, 2012 IEEE 9th International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2012).

[101]  Mahdi Abadi,et al.  A PCA-based distributed approach for intrusion detection in wireless sensor networks , 2011, 2011 International Symposium on Computer Networks and Distributed Systems (CNDS).

[102]  Vishwas Manral,et al.  Cryptographic Algorithm Implementation Requirements for Encapsulating Security Payload (ESP) and Authentication Header (AH) , 2005, RFC.

[103]  Kenneth G. Paterson,et al.  Plaintext-Recovery Attacks Against Datagram TLS , 2012, NDSS.

[104]  Bo Sheng,et al.  Elliptic curve cryptography-based access control in sensor networks , 2006, Int. J. Secur. Networks.

[105]  Adam Dunkels,et al.  Demo abstract: Accurate power profiling of sensornets with the COOJA/MSPsim simulator , 2009, 2009 IEEE 6th International Conference on Mobile Adhoc and Sensor Systems.

[106]  Thiemo Voigt,et al.  Design and implementation of a Security Manager for WirelessHART networks , 2009, 2009 IEEE 6th International Conference on Mobile Adhoc and Sensor Systems.

[107]  Sanjay Kumar,et al.  An Efficient Key Distribution Scheme for Wireless Sensor Networks using polynomial based schemes , 2022 .

[108]  Hongbing Cheng,et al.  An Efficient Intrusion Detection Scheme for Wireless Sensor Networks , 2011 .

[109]  Lars-Henrik Eriksson,et al.  Finitary Partial Inductive Definitions as a General Logic , 1993, ELP.

[110]  Christian Huitema,et al.  Transmission of IPv6 Packets over IEEE 802.11 Networks Outside the Context of a Basic Service Set , 2014 .

[111]  Rodrigo Roman,et al.  Integrating wireless sensor networks and the internet: a security analysis , 2009, Internet Res..

[112]  Ian R. Marsh,et al.  Quality aspects of Internet telephony , 2009 .

[113]  Adam Dunkels,et al.  Demo abstract: MSPsim - an extensible simulator for MSP430-equipped sensor boards , 2007 .

[114]  Song Han,et al.  WirelessHART: Applying Wireless Technology in Real-Time Industrial Process Control , 2008, 2008 IEEE Real-Time and Embedded Technology and Applications Symposium.

[115]  Georg Carle,et al.  Poster: Securing the internet of things with DTLS , 2011, SenSys.

[116]  Bengt Ahlgren,et al.  Improving computer communication performance by reducing memory bandwidth consumption , 1997, SICS dissertation series.

[117]  Jean-Pierre Hubaux,et al.  Security and Cooperation in Wireless Networks , 2007, ESAS.

[118]  Donggang Liu,et al.  Establishing pairwise keys in distributed sensor networks , 2005, TSEC.

[119]  Robert Tappan Morris,et al.  a high-throughput path metric for multi-hop wireless routing , 2005, Wirel. Networks.

[120]  Thiemo Voigt,et al.  Lightweight IKEv2: A Key Management Solution for both Compressed IPsec and IEEE 802.15.4 Security , 2012 .

[121]  Vladimir Oleshchuk,et al.  Internet of things and privacy preserving technologies , 2009, 2009 1st International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology.

[122]  Preben Hansen,et al.  Task-based Information Seeking and Retrieval in the Patent Domain: Processes and Relationships , 2011 .

[123]  L. Rasmusson.  Network capacity sharing with QoS as a financial derivative pricing problem : algorithms and network , 2002 .

[124]  Jingsha He,et al.  Enabling end-to-end secure communication between wireless sensor networks and the Internet , 2012, World Wide Web.

[125]  M. F.,et al.  Bibliography , 1985, Experimental Gerontology.

[126]  Fernando Boavida,et al.  Why is IPSec a viable option for wireless sensor networks , 2008, 2008 5th IEEE International Conference on Mobile Ad Hoc and Sensor Systems.

[127]  Stephen T. Kent,et al.  IP Authentication Header , 1995, RFC.

[128]  Pascal Thubert,et al.  Compression Format for IPv6 Datagrams over IEEE 802.15.4-Based Networks , 2011, RFC.

[129]  Peter I. Corke,et al.  secFleck: A Public Key Technology Platform for Wireless Sensor Networks , 2009, EWSN.

[130]  Bharat K. Bhargava,et al.  Visualization of wormholes in sensor networks , 2004, WiSe '04.

[131]  Erik Hagersten,et al.  Toward Scalable Cache Only Memory Architectures , 2003 .

[132]  Georg Carle,et al.  A DTLS based end-to-end security architecture for the Internet of Things with two-way authentication , 2012, 37th Annual IEEE Conference on Local Computer Networks - Workshops.

[133]  Philip Levis,et al.  RPL: IPv6 Routing Protocol for Low-Power and Lossy Networks , 2012, RFC.

[134]  Gary Scott Malkin,et al.  Traceroute Using an IP Option , 1993, RFC.

[135]  Cullen Jennings.  Transitive Trust Enrollment for Constrained Devices , 2012 .

[136]  Y.A. Sekercioglu,et al.  Detecting Selective Forwarding Attacks in Wireless Sensor Networks using Support Vector Machines , 2007, 2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information.

[137]  Carlo Maria Medaglia,et al.  An Overview of Privacy and Security Issues in the Internet of Things , 2010 .

[138]  Andriy Panchenko.  Privacy Enhancing Techniques , 2011 .

[139]  Utz Roedig,et al.  6LoWPAN Extension for IPsec , 2011 .

[140]  Oscar Garcia-Morchon,et al.  Securing the IP-based Internet of Things with DTLS , 2013 .

[141]  Utz Roedig,et al.  Combined secure storage and communication for the Internet of Things , 2013, 2013 IEEE International Conference on Sensing, Communications and Networking (SECON).

[142]  Cyril Leung.  Evaluation of the Undetected Error Probability of Single Parity-Check Product Codes , 1983, IEEE Trans. Commun..

[143]  Adam Dunkels,et al.  Powertrace: Network-level Power Profiling for Low-power Wireless Networks , 2011 .

[144]  Martin Aronsson.  GCLA : the design, use, and implementation of a program development system , 1993 .

[145]  Peng Ning,et al.  2008 International Conference on Information Processing in Sensor Networks TinyECC: A Configurable Library for Elliptic Curve Cryptography in Wireless Sensor Networks ∗ , 2022 .

[146]  Adam Dunkels,et al.  The ContikiMAC Radio Duty Cycling Protocol , 2011 .

[147]  Annika Waern,et al.  Recognising Human Plans: Issues for Plan Recognition in Human - Computer Interaction , 1996 .

[148]  Jianying Zhou,et al.  Wireless Sensor Network Security , 2008 .

[149]  Andrey Bogdanov,et al.  Biclique Cryptanalysis of the Full AES , 2011, ASIACRYPT.

[150]  Oscar Täckström,et al.  Predicting Linguistic Structure with Incomplete and Cross-Lingual Supervision , 2013 .

[151]  Yih-Chun Hu,et al.  Wormhole attacks in wireless networks , 2006, IEEE Journal on Selected Areas in Communications.

[152]  Fan Zhang,et al.  Comparative performance and energy consumption analysis of different AES implementations on a wireless sensor network node , 2011, Int. J. Sens. Networks.

[153]  Óscar García-Morchón,et al.  End-to-End Transport Security in the IP-Based Internet of Things , 2012, 2012 21st International Conference on Computer Communications and Networks (ICCCN).

[154]  Adam Dunkels,et al.  A database in every sensor , 2011, SenSys.

[155]  Utz Roedig,et al.  Demo abstract: Securing communication in 6LoWPAN with compressed IPsec , 2011, 2011 International Conference on Distributed Computing in Sensor Systems and Workshops (DCOSS).

[156]  Magnus Sahlgren,et al.  The Word-Space Model: using distributional analysis to represent syntagmatic and paradigmatic relations between words in high-dimensional vector spaces , 2006 .

[157]  C. Karlof,et al.  Secure routing in wireless sensor networks: attacks and countermeasures , 2003, Proceedings of the First IEEE International Workshop on Sensor Network Protocols and Applications, 2003..

[158]  Åsa Rudström,et al.  Co-Construction of Hybrid Spaces , 2005 .

[159]  Yin Chen,et al.  FM-based indoor localization , 2012, MobiSys '12.

[160]  Per Brand,et al.  The design philosophy of distributed programming systems : the Mozart experience , 2005 .

[161]  Ahmad Al-Shishtawy,et al.  Self-Management for Large-Scale Distributed Systems , 2012 .

[162]  Rabia Riaz,et al.  Security analysis survey and framework design for IP connected LoWPANs , 2009, 2009 International Symposium on Autonomous Decentralized Systems.

[163]  Jianying Zhou,et al.  Applying intrusion detection systems to wireless sensor networks , 2006, CCNC 2006. 2006 3rd IEEE Consumer Communications and Networking Conference, 2006..

[164]  Vipul Gupta,et al.  Energy analysis of public-key cryptography for wireless sensor networks , 2005, Third IEEE International Conference on Pervasive Computing and Communications.

[165]  John A. Stankovic,et al.  AMSecure: secure link-layer communication in TinyOS for IEEE 802.15.4-based wireless sensor networks , 2006, SenSys '06.

[166]  Jorge Sá Silva,et al.  On the feasibility of secure application-layer communications on the Web of Things , 2012, 37th Annual IEEE Conference on Local Computer Networks.

[167]  Rituparna Chaki,et al.  Intrusion Detection in Wireless Ad-Hoc Networks , 2014 .

[168]  Michael Thomas,et al.  Kerberized Internet Negotiation of Keys (KINK) , 2006, RFC.

[169]  Anand Raghunathan,et al.  Battery discharge characteristics of wireless sensor nodes: an experimental analysis , 2005, 2005 Second Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2005. IEEE SECON 2005..

[170]  Markus Bohlin,et al.  A Study of Combinatorial Optimization Problems in Industrial Computer Systems , 2009 .

[171]  Jean-Philippe Vasseur,et al.  Interconnecting Smart Objects with IP: The Next Internet , 2010 .

[172]  Max Pritikin,et al.  The Compressed X.509 Certificate Format , 2010 .

[173]  Hanno Wirtz,et al.  6LoWPAN fragmentation attacks and mitigation mechanisms , 2013, WiSec '13.

[174]  Utz Roedig,et al.  Secure communication for the Internet of Things - a comparison of link-layer security and IPsec for 6LoWPAN , 2014, Secur. Commun. Networks.