Secure Edge-Aided Computations for Social Internet-of-Things Systems
Bibliographic Data
| ID | 22107967 |
|---|---|
| Authors | Hanlin Zhang (0000-0001-5065-4086, Qingdao University), Jia Yu (0000-0002-7194-7635), Mohammad S Obaidat (0000-0002-1569-9657, University of Jordan), Pandi Vijayakumar (0000-0001-5451-8946), Linqiang Ge (0000-0003-0817-8850, Columbus State University), Jie Lin (0000-0002-7059-0400, Xi'an Jiaotong University), Jianxi Fan (0000-0002-7055-5891, Soochow University), Rong Hao (0000-0002-2878-6661) |
| Year | 2022 |
| Volume | 9 |
| Issue | 1 |
| Pages | 76-87 |
| Publication date | 2022-02-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | IEEE Transactions on Computational Social Systems (JOURNAL) |
| Journal identifiers | ISSN: 2329-924X • E-ISSN: 2373-7476 |
| Publisher | Institute of Electrical and Electronics Engineers (IEEE) (PUBLISHER) |
| DOI | 10.1109/tcss.2020.3030904 |
| OpenAlex | W3095109628 |
| Language | EN |
| Citations received | 2 |
| References cited | 47 |
Devices in the Internet-of-Things (IoT) are networked and perform massive computations to support various social IoT systems. Applications in social IoT systems often involve complicated computations that are out of the computation capacity of some resource-constrained IoT devices. Thus, how to enable resource-constrained IoT devices to accomplish complex computations efficiently and securely is of significant importance. To address this problem, we develop a secure edge-aided computation scheme for the social IoT systems. We scope the framework of edge-aided computations and identify the security threats in such a system. We define the security requirements that the outsourcing algorithms should meet. Then, we provide two examples of secure outsourcing algorithms (matrix multiplication and modular exponentiation) that meet the given security requirements. The efficiency and security of the proposed algorithms are supported through the theoretical analysis and experimental results
Algorithm · Cloud computing · Computation · Computer security · Distributed computing · Edge computing · Encryption · Enhanced Data Rates for GSM Evolution · Internet of Things · Modular design · Modular exponentiation · Public-key cryptography · Chaos-based Image/Signal Encryption · Computer Science · Cryptography and Data Security · Stochastic Gradient Optimization Techniques · Artificial Intelligence
| Unique citing works | 2 |
|---|---|
| Citations per year | 0,4 |
| Citation span | 2021 - 2024 (4) |
| Citation velocity | recent |
| Highly cited | No |
| Citation types | Neutral: 2 |