A Lightweight Blockchain-Based Privacy Protection for Smart Surveillance at the Edge
Title | A Lightweight Blockchain-Based Privacy Protection for Smart Surveillance at the Edge |
Publication Type | Conference Paper |
Year of Publication | 2019 |
Authors | Fitwi, Alem, Chen, Yu, Zhu, Sencun |
Conference Name | 2019 IEEE International Conference on Blockchain (Blockchain) |
Date Published | July 2019 |
Publisher | IEEE |
ISBN Number | 978-1-7281-4693-5 |
Keywords | blockchain security, blockchain technologies, cryptography, data privacy, data protection, deterrence, Distributed databases, edge detection, edge device, edge devices, federated blockchain network, Human Behavior, Internet of Things, Lib-Pri system transforms, lightweight blockchain, lightweight privacy-preserving solution, Off-Site Storage, policy-based enforcement, privacy, privacy protection, pubcrawl, real-time video analytics, resilience, Resiliency, Scalability, secure privacy-preserving solution, smart surveillance, surveillance cameras, Transforms, video access sanctioning, video signal processing, video surveillance, video surveillance system security, VSS security |
Abstract | Witnessing the increasingly pervasive deployment of security video surveillance systems(VSS), more and more individuals have become concerned with the issues of privacy violations. While the majority of the public have a favorable view of surveillance in terms of crime deterrence, individuals do not accept the invasive monitoring of their private life. To date, however, there is not a lightweight and secure privacy-preserving solution for video surveillance systems. The recent success of blockchain (BC) technologies and their applications in the Internet of Things (IoT) shed a light on this challenging issue. In this paper, we propose a Lightweight, Blockchain-based Privacy protection (Lib-Pri) scheme for surveillance cameras at the edge. It enables the VSS to perform surveillance without compromising the privacy of people captured in the videos. The Lib-Pri system transforms the deployed VSS into a system that functions as a federated blockchain network capable of carrying out integrity checking, blurring keys management, feature sharing, and video access sanctioning. The policy-based enforcement of privacy measures is carried out at the edge devices for real-time video analytics without cluttering the network. |
URL | https://ieeexplore.ieee.org/document/8946270 |
DOI | 10.1109/Blockchain.2019.00080 |
Citation Key | fitwi_lightweight_2019 |
- smart surveillance
- privacy
- privacy protection
- pubcrawl
- real-time video analytics
- resilience
- Resiliency
- Scalability
- secure privacy-preserving solution
- policy-based enforcement
- surveillance cameras
- Transforms
- video access sanctioning
- video signal processing
- video surveillance
- video surveillance system security
- VSS security
- edge devices
- blockchain technologies
- Cryptography
- data privacy
- Data protection
- Deterrence
- Distributed databases
- edge detection
- edge device
- blockchain security
- federated blockchain network
- Human behavior
- Internet of Things
- Lib-Pri system transforms
- lightweight blockchain
- lightweight privacy-preserving solution
- Off-Site Storage