CoChat
Sign Up
Cited by 1,338IoT and Edge/Fog ComputingSecurity and Verification in ComputingNetwork Security and Intrusion Detection

Mobile edge computing, Fog et al.: A survey and analysis of security threats and challenges

Open access
Roman, Rodrigo, Lopez, Javier, Mambo, Masahiro·2018·Future Generation Computer Systems
DOI 10.1016/j.future.2016.11.009
Open this paper in CoChat — free accountOpen PDF

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.future.2016.11.009

Cites

3 of 3 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Advances in security in one edge computing paradigm will be valuable for other paradigms.

    “At the conceptual level, FC and MEC may develop different security protocols and policies because they face different threats and have different weaknesses [78], but advances in one paradigm will be valuable for others [219].”

    From Edge AI: A survey (2023) · cites this paper as [219]

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 116

  1. [3][3] M. Satyanarayanan, A Brief History of Cloud Offload: APersonal Journey from Odyssey Through Cyber Foraging to Cloudlets, Mobile Comp. and Comm. 18 (4) (2015) 19-23. doi:10.1145/2721914.2721921 . - · DOI
  2. [4][4] L. M. Vaquero, L. Rodero-Merino, Finding Your Way in the Fog: Towards a Comprehensive Definition of Fog Computing, SIGCOMM Comput. Commun. Rev. 44 (5) (2014) 27-32. doi:10.1145/2677046.2677052 . - · DOI · Paper page
  3. [5][5] M. T. Beck, M. Maier, Mobile Edge Computing: Challenges for Future Virtual Network Embedding Algorithms, in: Proceedings of the 8th International Conference on Advanced Engineering Computing and Applications in Sciences (ADVCOMP), 2014, pp. 65-70. -
  4. [6][6] Y. Wang, I.-R. Chen, D.-C. Wang, A Survey of Mobile Cloud Computing Applications: Perspectives and Challenges, Wireless Personal Communications 80 (4) (2015) 1607-1623. doi:10.1007/s11277-014-2102-7 . - · DOI
  5. [7][7] F. Manco, J. Martins, K. Yasukata, J. Mendes, S. Kuenzer, F. Huici, The Case for the Superfluid Cloud, in: Proceedings of the 7th USENIX Conference on Hot Topics in Cloud Computing (HotCloud), 2015, pp. 1-6. URL http://dl.acm.org/citation.cfm?id=2827719. 8. [2827726](http://dl.acm.org/citation.cfm?id=2827719.2827726) -
  6. [8][8] P. Garcia Lopez, A. Montresor, D. Epema, A. Datta, T. Higashino, A. Iamnitchi, M. Barcellos, P. Felber, E. Riviere, Edge-centric Computing: Vision and Challenges, SIGCOMM Comput. Commun. Rev. 45 (5) (2015) 37-42. doi:10.1145/2831347.2831354 . - · DOI · Paper page
  7. [10][10] H. Suo, Z. Liu, J. Wan, K. Zhou, Security and Privacy in Mobile Cloud Computing, in: Proceedings of the 9th International Wireless Communications and Mobile Computing Conference (IWCMC), 2013, pp. 655-659. doi:10.1109/IWCMC.2013.6583635 . - · DOI
  8. [11][11] H. Takabi, S. T. Zargar, J. B. D. Joshi, Mobile Cloud Computing and Its Security and Privacy Challenges, in: Cloud Technology: Concepts, Methodologies, Tools, and Applications, IGI Global, 2015, pp. 1561-1584. doi:10.4018/978-1-4666-6539-2.ch073 . - · DOI
  9. [12][12] I. Stojmenovic, S. Wen, X. Huang, H. Luan, An Overview of Fog Computing and its Security Issues, 14. Concurrency and Computation: Practice and Experience. In press. doi:10.1002/cpe.3485 . - · DOI
  10. [13][13] K. Lee, D. Kim, D. Ha, U. Rajput, H. Oh, On Security and Privacy Issues of Fog Computing Supported Internet of Things Environment, in: Proceedings of the 6th International Conference on the Network of the Future (NOF), 2015, pp. 1-3. doi:10.1109/NOF. 2015.7333287 . - · DOI
  11. [14][14] S. Yi, Z. Qin, Q. Li, Security and Privacy Issues of Fog Computing: A Survey, in: K. Xu, H. Zhu (Eds.), Wireless Algorithms, Systems, and Applications, Vol. 9204 of Lecture Notes in Computer Science, Springer International Publishing, 2015, pp. 685-695. -
  12. [16][16] I. Stojmenovic, S. Wen, The Fog Computing Paradigm: Scenarios and Security Issues, in: Proceedings of the 2014 Federated Conference on Computer Science and Information Systems (FedCSIS), 2014, pp. 1-8. doi:10.15439/2014F503 . - · DOI · Paper page
  13. [17][17] Y. Wang, T. Uehara, R. Sasaki, Fog Computing: Issues and Challenges in Security and Forensics, in: Proceedings of the 39th IEEE Annual Computer Software and Applications Conference (COMPSAC), Vol. 3, 2015, pp. 53-59. doi:10.1109/COMPSAC.2015.173 . - · DOI
  14. [18][18] F. Bonomi, R. Milito, J. Zhu, S. Addepalli, Fog Computing and its Role in the Internet of Things, in: Proceedings of the 1st Edition of the MCC Workshop on Mobile Cloud Computing, 2012, pp. 13-16. doi:10.1145/2342509.2342513 . - · DOI · Paper page
  15. [19][19] F. Bonomi, R. Milito, P. Natarajan, J. Zhu, Fog Computing: A Platform for Internet of Things and Analytics, in: N. Bessis, C. Dobre (Eds.), Big Data and Internet of Things: A Roadmap for Smart Environments, Vol. 546 of Studies in Computational Intelligence, Springer International Publishing, 2014, pp. 169-186. doi:10.1007/978-3-319-05029-4\_7 . - · DOI · Paper page
  16. [20][20] S. Yi, C. Li, Q. Li, A Survey of Fog Computing: Concepts, Applications and Issues, in: Proceedings of the 2015 Workshop on Mobile Big Data (Mobidata), 2015, pp. 37-42. doi:10.1145/2757384.2757397 . - · DOI
  17. [21][21] T. H. Luan, L. Gao, Z. Li, Y. Xiang, L. Sun, Fog Computing: Focusing on Mobile Users at the Edge. Preprint, available online arXiv:1502.01815. - · arXiv
  18. [22][22] J. Zao, T. T. Gan, C. K. You, S. Rodriguez Mendez, C. E. Chung, Y. T. Wang, T. Mullen, T. P. Jung, Augmented Brain Computer Interaction Based on Fog Computing and Linked Data, in: Proceedings of the International Conference on Intelligent Environments (IE), 2014, pp. 374-377. doi:10.1109/IE.2014.54 . - · DOI
  19. [23][23] K. Ha, Z. Chen, W. Hu, W. Richter, P. Pillai, M. Satyanarayanan, Towards Wearable Cognitive Assistance, in: Proceedings of the 12th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys), 2014, pp. 68-81. doi:10. 1145/2594368.2594383 . -
  20. [24][24] I. Stojmenovic, Fog Computing: A Cloud to the Ground Support for Smart Things and Machine-toMachine Networks, in: Proceedings of the 2014 Australasian Telecommunication Networks and Applications Conference (ATNAC), 2014, pp. 117-122. doi: 10.1109/ATNAC.2014.7020884 . - · DOI
  21. [25][25] S. Jingtao, L. Fuhong, Z. Xianwei, L. Xing, Steiner Tree based Optimal Resource Caching Scheme in Fog Computing, China Communications 12 (8) (2015) 161-168. doi:10.1109/CC.2015.7224698 . - · DOI · Paper page
  22. [26][26] O. T. T. Kim, N. D. Tri, V. D. Nguyen, N. Tran, C. S. Hong, A Shared Parking Model in Vehicular Network using Fog and Cloud Environment, in: Proceedings of the 17th Asia-Pacific Network Operations and Management Symposium (APNOMS), 2015, pp. 321-326. doi:10.1109/APNOMS.2015.7275447 . - · DOI
  23. [28][28] W. S. Chin, H. soo Kim, Y. J. Heo, J. W. Jang, A Context-based Future Network Infrastructure for IoT Services, Procedia Computer Science 56 (2015) 266270. doi:10.1016/j.procs.2015.07.207 . - · DOI
  24. [29][29] S. Datta, C. Bonnet, J. Haerri, Fog Computing Architecture to Enable Consumer Centric Internet of Things Services, in: Proceedings of the 2015 IEEE International Symposium on Consumer Electronics (ISCE), 2015, pp. 1-2. doi:10.1109/ISCE.2015.7177778 . - · DOI · Paper page
  25. [30][30] M. Zhanikeev, A Cloud Visitation Platform to Facilitate Cloud Federation and Fog Computing, Computer 48 (5) (2015) 80-83. doi:10.1109/MC.2015.122 . - · DOI
  26. [31][31] [S. W. Loke, The Internet of Flying-Things: Opportunities and Challenges with Airborne Fog Computing and Mobile Cloud in the Clouds. Preprint, available online arXiv:1507.04492.](http://arxiv.org/abs/1507.04492) [URL http://arxiv.org/abs/1507.04492](http://arxiv.org/abs/1507.04492) - · arXiv
  27. [32][32] IBM News Releases, 'IBM and Nokia Siemens Networks announce worlds first mobile edge computing platform', http://www-03.ibm.com/press/us/ en/pressrelease/40490.wss , [Online; accessed 15September-2016] (2013). -
  28. [34][34] J. O. Fajardo Portillo, I. Taboada Puente, F. Liberal Malaina, Radio-aware Service-level Scheduling to Minimize Downlink Traffic Delay through Mobile Edge Computing, in: Proceedings of the 7th EAI International Conference on Mobile Networks and Management (MONAMI), 2015, pp. 1-14. -
  29. [36][36] A. J. Staring, G. Karagiannis, Cloud Computing Models and their Application in LTE based Cellular Systems, in: Proceedings of the 2013 IEEE International Conference on Communications Workshops (ICC), 2013, pp. 750-755. doi:10.1109/ICCW.2013.6649333 . - · DOI
  30. [37][37] M. A. Puente, Z. Becvar, M. Rohlik, F. Lobillo, E. Calvanese Strinati, A Seamless Integration of Computationally-Enhanced Base Stations into Mobile Networks towards 5G, in: Proceedings of the IEEE 81st Vehicular Technology Conference (VTC Spring), 2015, pp. 1-5. doi:10.1109/VTCSpring.2015.7145645 . - · DOI
  31. [38][38] M. Maier, B. P. Rimal, Invited Paper: The Audacity of Fiber-Wireless (FiWi) Networks: Revisited for Clouds and Cloudlets, China Communications 12 (8) (2015) 33-45. doi:10.1109/CC.2015.7224704 . - · DOI
  32. [39][39] M. Ali, Green Cloud on the Horizon, in: M. Jaatun, - G. Zhao, C. Rong (Eds.), Cloud Computing, Vol. 5931 of Lecture Notes in Computer Science, Springer Berlin Heidelberg, 2009, pp. 451-459. doi:10.1007/ 978-3-642-10665-1\_41 . -
  33. [40][40] P. Bahl, R. Y. Han, L. E. Li, M. Satyanarayanan, Advancing the State of Mobile Cloud Computing, in: Proceedings of the 3rd ACM Workshop on Mobile Cloud Computing and Services (MCS), 2012, pp. 2128. doi:10.1145/2307849.2307856 . - · DOI
  34. [41][41] M. R. Rahimi, J. Ren, C. H. Liu, A. V. Vasilakos, N. Venkatasubramanian, Mobile Cloud Computing: A Survey, State of Art and Future Directions, Mobile Networks and Applications 19 (2) (2014) 133-143. doi:10.1007/s11036-013-0477-4 . - · DOI
  35. [43][43] C. S. Magurawalage, K. Yang, K. Wang, Aqua Computing: Coupling Computing and Communications. Preprint, available online arXiv:1510.07250. URL http://arxiv.org/abs/1510.07250 - · arXiv
  36. [44][44] S. Abolfazli, Z. Sanaei, E. Ahmed, A. Gani, R. Buyya, Cloud-Based Augmentation for Mobile Devices: Motivation, Taxonomies, and Open Challenges, IEEE Communications Surveys & Tutorials 16 (1) (2014) 337-368. doi:10.1109/SURV.2013.070813.00285 . - · DOI
  37. [48][48] E. E. Marinelli, Hyrax: Cloud Computing on Mobile Devices using MapReduce, Master Thesis CMU-CS09-164, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA (September 2009). -
  38. [49][49] K. Habak, M. Ammar, K. Harras, E. Zegura, Femto Clouds: Leveraging Mobile Devices to Provide Cloud Service at the Edge, in: Proceedings of the IEEE 8th International Conference on Cloud Computing (CLOUD), 2015, pp. 9-16. doi:10.1109/CLOUD.2015. 12 . - · DOI
  39. [50][50] R. Hasan, M. Hossain, R. Khan, Aura: An IoT Based Cloud Infrastructure for Localized Mobile Computation Outsourcing, in: Proceedings of the 3rd IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud), 2015, pp. 183-188. doi:10.1109/MobileCloud.2015.37 . - · DOI
  40. [52][52] J. Oueis, E. Strinati, S. Barbarossa, The Fog Balancing: Load Distribution for Small Cell Cloud Computing, in: Proceedings of the IEEE 81st Vehicular Technology Conference (VTC Spring), 2015, pp. 1-6. [doi:10.1109/VTCSpring.2015.7146129 .](http://dx.doi.org/10.1109/VTCSpring.2015.7146129) - · DOI
  41. [53][53] B. Ottenw¨ alder, B. Koldehofe, K. Rothermel, U. Ramachandran, MigCEP: Operator Migration for Mobility Driven Distributed Complex Event Processing, in: Proceedings of the 7th ACM International Conference on Distributed Event-based Systems (DEBS), 2013, pp. 183-194. doi:10.1145/2488222.2488265 . - · DOI
  42. [54][54] K. Hong, D. Lillethun, U. Ramachandran, B. Ottenw¨ alder, B. Koldehofe, Opportunistic Spatiotemporal Event Processing for Mobile Situation Awareness, in: Proceedings of the 7th ACM International Conference on Distributed Event-based Systems (DEBS), 2013, pp. 195-206. doi:10.1145/2488222. 2488266 . - · DOI
  43. [55][55] B. Ottenw¨ alder, B. Koldehofe, K. Rothermel, K. Hong, D. Lillethun, U. Ramachandran, MCEP: A MobilityAware Complex Event Processing System, ACM Trans. Internet Technol. 14 (1) (2014) 6:1-6:24. doi: 10.1145/2633688 . - · DOI
  44. [56][56] P. Paglierani, High Performance Computing and Network Function Virtualization: A Major Challenge Towards Network Programmability, in: Proceedings of the 2015 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2015, pp. 137-141. doi:10.1109/BlackSeaCom.2015. 7185102 . - · DOI
  45. [57][57] K. Romer, B. Ostermaier, F. Mattern, M. Fahrmair, W. Kellerer, Real-Time Search for Real-World Entities: A Survey, Proceedings of the IEEE 98 (11) (2010) 1887-1902. doi:10.1109/JPROC.2010.2062470 . - · DOI
  46. [58][58] S. Abedin, M. Alam, N. Tran, C. S. Hong, A Fog based System Model for Cooperative IoT Node Pairing using Matching Theory, in: Proceedings of the 17th Asia-Pacific Network Operations and Management Symposium (APNOMS), 2015, pp. 309-314. doi:10.1109/APNOMS.2015.7275445 . - · DOI
  47. [59][59] P. Jayaraman, J. Gomes, H. Nguyen, Z. Abdallah, S. Krishnaswamy, A. Zaslavsky, CARDAP: A Scalable Energy-Efficient Context Aware Distributed Mobile Data Analytics Platform for the Fog, in: Y. Manolopoulos, G. Trajcevski, M. Kon-Popovska (Eds.), Advances in Databases and Information Systems, Vol. 8716 of Lecture Notes in Computer Science, Springer International Publishing, 2014, pp. 192-206. doi:10.1007/978-3-319-10933-6\_15 . - · DOI
  48. [60][60] M. Aazam, E.-N. Huh, E-HAMC: Leveraging Fog Computing for Emergency Alert Service, in: Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015, pp. 518-523. doi:10.1109/PERCOMW. 2015.7134091 . - · DOI
  49. [61][61] N. Nikaein, E. Schiller, R. Favraud, K. Katsalis, D. Stavropoulos, I. Alyafawi, Z. Zhao, T. Braun, T. Korakis, Network Store: Exploring Slicing in Future 5G Networks, in: Proceedings of the 10th International Workshop on Mobility in the Evolving Internet Architecture (MobiArch), 2015, pp. 8-13. doi: 10.1145/2795381.2795390 . - · DOI
  50. [62][62] D. Miessler, Securing the Internet of Things: Mapping IoT Attack Surface Areas with the OWASP IoT Top 10 Project, in: Proceedings of the 2015 RSA Conference, 2015. -
  51. [63][63] R. Roman, J. Zhou, J. Lopez, On the Features and Challenges of Security and Privacy in Distributed Internet of Things, Computer Networks 57 (10) (2013) [2266-2279. doi:10.1016/j.comnet.2012.12.018 .](http://dx.doi.org/10.1016/j.comnet.2012.12.018) - · DOI
  52. [65][65] S. Landau, Highlights from Making Sense of Snowden, Part II: What's Significant in the NSA Revelations, IEEE Security & Privacy 12 (1) (2014) 62-64. doi: 10.1109/MSP.2013.161 . - · DOI
  53. [66][66] N. V. Juliadotter, K.-K. R. Choo, Cloud Attack and Risk Assessment Taxonomy, IEEE Cloud Computing 2 (1) (2015) 14-20. doi:10.1109/MCC.2015.2 . - · DOI
  54. [67][67] T. Lengyel, T. Kittel, J. Pfoh, C. Eckert, Multi-tiered Security Architecture for ARM via the Virtualization and Security Extensions, in: Proceedings of the 25th International Workshop on the Database and Expert Systems Applications (DEXA), 2014, pp. 308-312. doi:10.1109/DEXA.2014.68 . - · DOI
  55. [68][68] G. P´ ek, L. Butty´ an, B. Bencs´ ath, A Survey of Security Issues in Hardware Virtualization, ACM Computing Surveys 45 (3) (2013) 40:1-40:34. doi:10.1145/ 2480741.2480757 . -
  56. [69][69] V. Vassilakis, E. Panaousis, H. Mouratidis, Security Challenges of Small Cell as a Service in Virtualized Mobile Edge Computing Environments, Springer International Publishing, 2016, Ch. 10th IFIP International Conference on Information Security Theory and Practice (WISTP 2016), pp. 70-84. doi:10.1007/ 978-3-319-45931-8\_5 . -
  57. [71][71] Q. Do, B. Martini, K.-K. R. Choo, A Cloud-Focused Mobile Forensics Methodology, IEEE Cloud Computing 2 (4) (2015) 60-65. doi:10.1109/MCC.2015.71 . - · DOI
  58. [72][72] D. Barrett, G. Kipper, Virtualization and Forensics: A Digital Forensic Investigator's Guide to Virtual Environments, Elsevier, 2010. -
  59. [73][73] N. H. Ab Rahman, N. D. W. Cahyani, K.-K. R. Choo, Cloud Incident Handling and Forensic-bydesign: Cloud Storage as a Case Study, Concurrency and Computation: Practice and Experience doi: 10.1002/cpe.3868 . - · DOI
  60. [74][74] S. Zawoad, R. Hasan, Towards a Systematic Analysis of Challenges and Issues in Secure Mobile Cloud Forensics, in: Proceedings of the 3rd IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud), 2015, pp. 237238. doi:10.1109/MobileCloud.2015.32 . - · DOI
  61. [75][75] A. N. Toosi, R. N. Calheiros, R. Buyya, Interconnected Cloud Computing Environments: Challenges, Taxonomy, and Survey, ACM Computing Surveys 47 (1) (2014) 7:1-7:47. doi:10.1145/2593512 . - · DOI
  62. [76][76] D. S. Touceda, J. M. S. Cmara, S. Zeadally, M. Soriano, Attribute-based Authorization for Structured Peer-to-Peer (P2P) Networks, Computer Standards & Interfaces 42 (2015) 71-83. doi:10.1016/j.csi.2015. 04.007 . - · DOI
  63. [77][77] A. Donald, L. Arockiam, A Secure Authentication Scheme for MobiCloud, in: International Conference on Computer Communication and Informatics (ICCCI), 2015, pp. 1-6. doi:10.1109/ICCCI.2015. 7218101 . - · DOI
  64. [78][78] M. H. Ibrahim, Octopus: An Edge-fog Mutual Authentication Scheme, International Journal of Network Security 18 (6) (2016) 1089-1101. -
  65. [79][79] J.-L. Tsai, N.-W. Lo, A Privacy-Aware Authentication Scheme for Distributed Mobile Cloud Computing Services, IEEE Systems Journal 9 (3) (2015) 805-815. doi:10.1109/JSYST.2014.2322973 . - · DOI
  66. [80][80] S. Xu, E. P. Ratazzi, W. Du, Security Architecture for Federated Mobile Cloud Computing, in: Mobile Cloud Security, Springer, 2016, in press. -
  67. [81][81] S. Bouzefrane, A. Benkara Mostefa, F. Houacine, H. Cagnon, Cloudlets Authentication in NFC-Based Mobile Computing, in: Proceedings of the 2nd IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud), 2014, pp. 267-272. doi:10.1109/MobileCloud.2014.46 . - · DOI
  68. [82][82] Y. Zeng, J. Cao, J. Hong, S. Zhang, L. Xie, Secure Localization and Location Verification in Wireless Sensor Networks: A Survey, The Journal of Supercomputing 64 (3) (2010) 685-701. doi:10.1007/ s11227-010-0501-4 . -
  69. [83][83] K. Habib, W. Leister, Context-Aware Authentication for the Internet of Things, in: Proceedings of the 11th International Conference on Autonomic and Autonomous Systems (ICAS), 2015, pp. 134-139. -
  70. [84][84] X. Yang, X. Huang, J. K. Liu, Efficient Handover Authentication with User Anonymity and Untraceability for Mobile Cloud Computing, Future Generation Computer Systems (2015) -doi:10.1016/j.future.2015.09.028 . URL http://www.sciencedirect.com/science/ [article/pii/S0167739X15003088](http://www.sciencedirect.com/science/article/pii/S0167739X15003088) - · DOI
  71. [85][85] D. McCarthy, P. Malone, J. Hange, K. Doyle, E. Robson, D. Conway, S. Ivanov, L. Radziwonowicz, R. Kleinfeld, T. Michalareas, T. Kastrinogiannis, N. Stasinos, F. Lampathaki, Personal Cloudlets: Implementing a User-centric Datastore with Privacy Aware Access Control for Cloud-Based Data Platforms, in: Proceedings of the IEEE/ACM 1st International Workshop on Technical and Legal aspects of data privacy and Security (TELERISE), 2015, pp. 38-43. doi: 10.1109/TELERISE.2015.15 . - · DOI
  72. [86][86] X. Huang, Y. Xiang, E. Bertino, J. Zhou, L. Xu, Robust Multi-Factor Authentication for Fragile Communications, IEEE Transactions on Dependable and Secure Computing 11 (6) (2014) 568-581. doi:10.1109/ TDSC.2013.2297110 . -
  73. [87][87] V. Vassilakis, I. P. Chochliouros, A. S. Spiliopoulou, E. Sfakianakis, M. Belesioti, N. Bompetsis, M. Wilson, C. Turyagyenda, A. Dardamanis, Security Analysis of Mobile Edge Computing in Virtualized Small Cell Networks, Springer International Publishing, 2016, Ch. 12th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI 2016), pp. 653-665. doi:10.1007/978-3-319-44944-9\_58 . - · DOI
  74. [88][88] C. Dsouza, G.-J. Ahn, M. Taguinod, Policy-driven Security Management for Fog Computing: Preliminary Framework and a Case Study, in: Proceedings of the IEEE 15th International Conference on Information Reuse and Integration (IRI), 2014, pp. 16-23. doi:10.1109/IRI.2014.7051866 . - · DOI
  75. [89][89] H. Li, S. Wang, X. Tian, W. Wei, C. Sun, A Survey of Extended Role-Based Access Control in Cloud Computing, in: W. E. Wong (Ed.), Proceedings of the 4th International Conference on Computer Engineering and Networks, 2015, pp. 821-831. doi: 10.1007/978-3-319-11104-9\_95 . - · DOI
  76. [90][90] W. Elsayed, T. Gaber, N. Zhang, M. Ibrahim Moussa, Access Control Models for Pervasive Environments: A Survey, in: T. Gaber, A. E. Hassanien, N. ElBendary, N. Dey (Eds.), Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics (AISI), Vol. 407 of Advances in Intelligent Systems and Computing, Springer International Publishing, 2015, pp. 511-522. doi:10.1007/ 978-3-319-26690-9\_45 . -
  77. [91][91] A. A. Almutairi, M. I. Sarfraz, S. Basalamah, W. G. Aref, A. Ghafoor, A Distributed Access Control Architecture for Cloud Computing, IEEE Software 29 (2) (2012) 36-44. doi:10.1109/MS.2011.153 . - · DOI
  78. [92][92] L. Chen, R. Urian, DAA-A: Direct Anonymous Attestation with Attributes, in: M. Conti, M. Schunter, I. Askoxylakis (Eds.), Trust and Trustworthy Computing, Vol. 9229 of Lecture Notes in Computer Science, Springer International Publishing, 2015, pp. 228-245. doi:10.1007/978-3-319-22846-4\_14 . - · DOI
  79. [93][93] M. C. Gorantla, C. Boyd, J. M. Gonz´ alez Nieto, Proceedings of the 15th Australasian Conference on Information Security and Privacy (ACISP), Springer Berlin Heidelberg, 2010, Ch. Attribute-Based Authenticated Key Exchange, pp. 300-317. doi:10.1007/ 978-3-642-14081-5\_19 . -
  80. [94][94] H. M. Pimentel, S. Kopp, M. A. S. Jr., R. M. Silveira, G. Bressan, OCP: A Protocol for Secure Communication in Federated Content Networks, Computer Communications 68 (2015) 47-60, security and Privacy in Unified Communications: Challenges and Solutions. doi:http://dx.doi.org/10.1016/j.comcom. 2015.07.026 . - · DOI
  81. [95][95] I. Ahmad, S. Namal, M. Ylianttila, A. Gurtov, Security in Software Defined Networks: A Survey, IEEE Communications Surveys Tutorials 17 (4) (2015) 2317-2346. doi:10.1109/COMST.2015.2474118 . - · DOI
  82. [96][96] D. Kreutz, F. Ramos, P. Esteves Verissimo, C. Esteve Rothenberg, S. Azodolmolky, S. Uhlig, Softwaredefined networking: A comprehensive survey, Proceedings of the IEEE 103 (1) (2015) 14-76. doi: 10.1109/JPROC.2014.2371999 . - · DOI · Paper page
  83. [97][97] Y. Li, M. Chen, Software-Defined Network Function Virtualization: A Survey, IEEE Access 3 (2015) 25422553. doi:10.1109/ACCESS.2015.2499271 . - · DOI · Paper page
  84. [99][99] I. Petri, O. F. Rana, Y. Rezgui, G. C. Silaghi, Trust Modelling and Analysis in Peer-to-Peer Clouds, International Journal of Cloud Computing 1 (2-3) (2012) 221-239. doi:10.1504/IJCC.2012.046714 . - · DOI
  85. [100][100] S. Chen, G. Wang, W. Jia, A Trust Model using Implicit Call Behavioral Graph for Mobile Cloud Computing, in: G. Wang, I. Ray, D. Feng, M. Rajarajan (Eds.), Cyberspace Safety and Security, Vol. 8300 of Lecture Notes in Computer Science, Springer International Publishing, 2013, pp. 387-402. doi:10.1007/ 978-3-319-03584-0\_29 . -
  86. [101][101] M. Hussain, B. Almourad, Trust in Mobile Cloud Computing with LTE-based Deployment, in: Proceedings of the IEEE 11th Intl. Conf. Ubiquitous Intelligence and Computing, and IEEE 11th Intl. Conf. on Autonomic and Trusted Computing, and IEEE 14th Intl. Conf. on Scalable Computing and Communications and Its Associated Workshops (UTC- ATC-ScalCom), 2014, pp. 643-648. doi:10.1109/ UIC-ATC-ScalCom.2014.52 . -
  87. [102][102] G. Shang-Fu, Z. Jian-Lei, A Survey of Reputation and Trust Mechanism in Peer-to-Peer Network, in: Proceedings of the 2012 International Conference on Industrial Control and Electronics Engineering (ICICEE), 2012, pp. 116-119. doi:10.1109/ICICEE.2012. 39 . - · DOI
  88. [103][103] Z. Yan, P. Zhang, A. V. Vasilakos, A survey on trust management for Internet of Things, Journal of Network and Computer Applications 42 (2014) 120-134. doi:10.1016/j.jnca.2014.01.014 . - · DOI · Paper page
  89. [104][104] F. Corradini, F. D. Angelis, F. Ippoliti, F. Marcantoni, A Survey of Trust Management Models for Cloud Computing, in: Proceedings of the 5th International Conference on Cloud Computing and Services Science (CLOSER), 2015, pp. 155-161. -
  90. [105][105] J. Kantert, S. Edenhofer, S. Tomforde, C. MullerSchloer, Representation of Trust and Reputation in Self-Managed Computing Systems, in: Proceedings of the IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM'15), 2015, pp. 18271834. doi:10.1109/CIT/IUCC/DASC/PICOM.2015.273 . - · DOI
  91. [106][106] M. Figueroa, K. Uttecht, J. Rosenberg, A SOUND Approach to Security in Mobile and Cloud-oriented Environments, in: Proceedings of the IEEE International Symposium on Technologies for Homeland Security (HST), 2015, pp. 1-7. doi:10.1109/THS.2015. 7225266 . - · DOI
  92. [107][107] N. Bennani, K. Boukadi, C. Ghedira-Guegan, A Trust Management Solution in the Context of Hybrid Clouds, in: Proceedings of the IEEE 23rd International WETICE Conference (WETICE), 2014, pp. 339-344. doi:10.1109/WETICE.2014.76 . - · DOI
  93. [108][108] A. Mtibaa, K. Harras, H. Alnuweiri, Friend or Foe? Detecting and Isolating Malicious Nodes in Mobile Edge Computing Platforms, in: IEEE 7th International Conference on Cloud Computing Technology and Science (CloudCom'15), 2015, pp. 42-49. doi: 10.1109/CloudCom.2015.40 . - · DOI
  94. [109][109] K. Gai, M. Qiu, L. Tao, Y. Zhu, Intrusion Detection Techniques for Mobile Cloud Computing in Heterogeneous 5G, Security and Communication Networks. In press. doi:10.1002/sec.1224 . - · DOI
  95. [110][110] Y. Shi, S. Abhilash, K. Hwang, Cloudlet Mesh for Securing Mobile Clouds from Intrusions and Network Attacks, in: Proceedings of the 3rd IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud), 2015, pp. 109118. doi:10.1109/MobileCloud.2015.15 . - · DOI
  96. [111][111] S. Iqbal, M. L. M. Kiah, B. Dhaghighi, M. Hussain, S. Khan, M. K. Khan, K.-K. R. Choo, On Cloud Security Attacks: A Taxonomy and Intrusion Detection and Prevention as a Service, Journal of Network and Computer Applications 74 (2016) 98-120. doi:10.1016/j.jnca.2016.08.016 . - · DOI
  97. [112][112] N. Pitropakis, C. Lambrinoudakis, D. Geneiatakis, Till All Are One: Towards a Unified Cloud IDS, in: S. Fischer-Hbner, C. Lambrinoudakis, J. Lpez (Eds.), Trust, Privacy and Security in Digital Business, Vol. 9264 of Lecture Notes in Computer Science, Springer International Publishing, 2015, pp. 136-149. [doi:10.1007/978-3-319-22906-5\_11 .](http://dx.doi.org/10.1007/978-3-319-22906-5_11) - · DOI
  98. [113][113] W. Luo, L. Xu, Z. Zhan, Q. Zheng, S. Xu, Federated Cloud Security Architecture for Secure and Agile Clouds, in: K. J. Han, B.-Y. Choi, S. Song (Eds.), High Performance Cloud Auditing and Applications, Springer New York, 2014, pp. 169-188. doi:10.1007/978-1-4614-3296-8\_7 . - · DOI
  99. [114][114] C. O. Encina, E. B. Fernandez, A. R. Monge, Threat Analysis and Misuse Patterns of Federated Inter-cloud Systems, in: Proceedings of the 19th European Conference on Pattern Languages of Programs (EuroPLoP), 2014, pp. 13:1-13:8. doi:10.1145/2721956. 2721986 . - · DOI
  100. [115][115] K. Ravichandran, A. Gavrilovska, S. Pande, PiMiCo: Privacy Preservation via Migration in Collaborative Mobile Clouds, in: Proceedings of the 48th Hawaii International Conference on System Sciences (HICSS), 2015, pp. 5341-5351. doi:10.1109/HICSS.2015.628 . - · DOI
  101. [116][116] H. Zhang, N. Yu, Y. Wen, Mobile Cloud Computing based Privacy Protection in Location-based Information Survey Applications, Security and Communication Networks 8 (6) (2015) 1006-1025. doi: 10.1002/sec.1055 . - · DOI
  102. [117][117] X. Huang, R. Yu, J. Kang, N. Wang, S. Maharjan, Y. Zhang, Software Defined Networking With Pseudonym Systems for Secure Vehicular Clouds, IEEE Access 4 (2016) 3522-3534. doi:10.1109/ ACCESS.2016.2560902 . -
  103. [118][118] B. Cruz Zapata, J. L. Fernandez-Aleman, A. Toval, Trust Modelling and Analysis in Peer-to-Peer Clouds, Computer Science and Information Systems 12 (1) (2015) 161-184. doi:10.2298/CSIS140205086C . - · DOI
  104. [120][120] Y. Sun, J. Zhang, Y. Xiong, G. Zhu, Data Security and Privacy in Cloud Computing, International Journal of Distributed Sensor Networks 2014 (Article ID 190903) (2014) 1-9. doi:10.1155/2014/190903 . - · DOI
  105. [121][121] S. Seneviratne, A. Seneviratne, P. Mohapatra, Personal Cloudlets for Privacy and Resource Efficiency in Mobile In-app Advertising, in: Proceedings of the 1st International Workshop on Mobile Cloud Computing and Networking (MobileCloud), 2013, pp. 33-40. doi:10.1145/2492348.2492356 . - · DOI
  106. [122][122] A. Page, O. Kocabas, S. Ames, M. Venkitasubramaniam, T. Soyata, Cloud-based Secure Health Monitoring: Optimizing Fully-homomorphic Encryption for Streaming Algorithms, in: Proceedings of the 2014 Globecom Workshops, 2014, pp. 48-52. doi:10.1109/ GLOCOMW.2014.7063384 . -
  107. [123][123] J. Abdo, J. Demerjian, H. Chaouchi, T. Atechian, C. Bassil, Privacy using Mobile Cloud Computing, in: Proceedings of the 5th International Conference on Digital Information and Communication Technology and its Applications (DICTAP), 2015, pp. 178-182. doi:10.1109/DICTAP.2015.7113194 . - · DOI
  108. [124][124] F. Lombardi, R. Di Pietro, Cloud Computing: Challenges, Limitations and R&D Solutions, Springer International Publishing, 2014, Ch. Virtualization and Cloud Security: Benefits, Caveats, and Future Developments, pp. 237-255. doi:10.1007/ 978-3-319-10530-7\_10 . -
  109. [125][125] S. Berger, R. C´ aceres, K. A. Goldman, R. Perez, R. Sailer, L. van Doorn, vTPM: Virtualizing the Trusted Platform Module, in: Proceedings of the 15th Conference on USENIX Security Symposium (USENIX-SS'06), 2006. -
  110. [126][126] W. Ma, X. Li, Y. Shi, Y. Guo, TVMCM: A trusted VM clone model in cloud computing, in: 6th International Conference on New Trends in Information Science and Service Science and Data Mining (ISSDM'12), 2012, pp. 607-611. -
  111. [127][127] M. Aiash, G. Mapp, O. Gemikonakli, Secure live virtual machines migration: Issues and solutions, in: 28th International Conference on Advanced Information Networking and Applications Workshops (WAINA'14), 2014, pp. 160-165. doi:doi. ieeecomputersociety.org/10.1109/WAINA.2014.35 . - · DOI
  112. [128][128] L. Jacquin, A. Lioy, D. R. Lopez, A. L. Shaw, T. Su, Cyber Security and Privacy: 4th Cyber Security and Privacy Innovation Forum, Springer International Publishing, 2015, Ch. The Trust Problem in Modern Network Infrastructures, pp. 116-127. doi:10.1007/978-3-319-25360-2\_10 . - · DOI
  113. [129][129] Z. Hao, Y. Tang, Y. Zhang, E. Novak, N. Carter, Q. Li, SMOC: A Secure Mobile Cloud Computing Platform, in: Proceedings of the 2015 IEEE Conference on Computer Communications (INFOCOM), 2015, pp. 26682676. doi:10.1109/INFOCOM.2015.7218658 . - · DOI
  114. [130][130] N. M. Dhanya, G. Kousalya, Adaptive and Secure Application Partitioning for Offloading in Mobile Cloud Computing, in: J. H. Abawajy, S. Mukherjea, S. M. Thampi, A. Ruiz-Martnez (Eds.), Security in Computing and Communications, Vol. 536 of Communications in Computer and Information Science, Springer International Publishing, 2015, pp. 45-53. doi:10.1007/ 978-3-319-22915-7\_5 . -
  115. [131][131] C. Borcea, X. Ding, N. Gehani, R. Curtmola, M. Khan, H. Debnath, Avatar: Mobile Distributed Computing in the Cloud, in: Proceedings of the 3rd IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud), 2015, pp. 151-156. doi:10.1109/MobileCloud.2015. 22 . - · DOI
  116. [132][132] A. Pichan, M. Lazarescu, S. T. Soh, Cloud Forensics: Technical Challenges, Solutions and Comparative Analysis, Digital Investigation 13 (2015) 38-57. doi: http://dx.doi.org/10.1016/j.diin.2015.03.002 . · DOI

Cited by

Sorted by citations

Authors
Roman, R., Lopez, J., & Mambo, M.
Affiliations
Kanazawa University (JP)
ORCID
Venue
Future Generation Computer Systems
Publisher
Elsevier BV
Published
2018-01
Volume
78
Pages
680-698
ISSN
0167-739X (ISSN-L)
DOI
10.1016/j.future.2016.11.009
OpenAlex
W2262390119
Cited by
1,338
References
3
Citations by year
2026: 92 · 2025: 89 · 2024: 77 · 2023: 122 · 2022: 150 · 2021: 191 · 2020: 220 · 2019: 208 · 2018: 137 · 2017: 47 · 2016: 5
FWCI
113.03
Type
journal article
Language
en
Open access
Licence
www.elsevier.com/tdm/userlicense/1.0/ (tdm)
Locations
  • Future Generation Computer Systems (publishedVersion)
  • arXiv (Cornell University) (submittedVersion)
  • arXiv (Cornell University)
Funders
  • Spanish Ministry of Economy and Competitiveness (TIN2013-41739-R)
  • European Commission (H2020-MSCA-ITN-2015-675320)
Topics
  • Physical Sciences › Computer Science › Computer Networks and Communications › IoT and Edge/Fog Computing
  • Physical Sciences › Computer Science › Artificial Intelligence › Security and Verification in Computing
  • Physical Sciences › Computer Science › Computer Networks and Communications › Network Security and Intrusion Detection
Keywords
mobile edge computing, fog computing, mobile cloud computing, security threats, edge computing security, vehicular networks, augmented reality, low latency, context awareness, mobility assistance, cloud computing limitations

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review