Improved privacy protection technique for enhancing security of real-time video surveillance
*Mallepogu SivalakshmiCorresponding authorshivacse06@gmail.comDepartment of Computer Science & EngineeringJNTUA College of EngineeringAnanthapuramu, Andhra Pradesh, IndiaView full profile → , K. Rajendra Prasadkrprgm@gmail.comDepartment of Computer Science & EngineeringInstitute of Aeronautical EngineeringHyderabad, Telangana, IndiaView full profile → , C. Shoba Bindushobabindhu.cse@jntua.ac.inDepartment of Computer Science & EngineeringJNTUA College of EngineeringAnanthapuramu, Andhra Pradesh, IndiaView full profile →
* Corresponding author · click or hover a name for details
- Received:
- 09 Apr 2024
- Published Online:
- 12 Aug 2024
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JIOS-1711
- Pages:
- 1389–1399
Abstract
Keywords
Subject Classifications
References
[1] Du, Ling, Wei Zhang, et.al., “An efficient privacy protection scheme for data security in video surveillance.” Journal of Visual Communication and Image Representation 59 : 347-362 (2019).
[2] Fitwi, Alem, Yu Chen, et.al., “Privacy-preserving surveillance as an edge service based on lightweight video protection schemes using face de-identification and window masking.” Electronics 10, no. 3 : 236 (2021).
[3] Lee, Donghyeok, and Namje Park. “Blockchain based privacy preserving multimedia intelligent video surveillance using secure Merkle tree.” Multimedia Tools and Applications 80 : 34517-34534 (2021).
[4] C Krishna Mohan, et.al, “The Impact of Adversarial Attacks on Federated Learning: A Survey”, IEEE Transactions on Pattern Analysis and MachineIntelligence (2023).
[5] Shifa, Amna, et.al., “Skin detection and lightweight encryption for privacy protection in real-time surveillance applications.” Image and Vision Computing 94 (2020).
[6] Xu, Xiaolong, et.al. “Trust-aware service offloading for video surveillance in edge computing enabled internet of vehicles.” IEEE Transactions on Intelligent Transportation Systems 22, no. 3 : 1787-1796 (2020).
[7] Suleman Basha, et.al., Hybrid visual computing models to discover the clusters assessment of high dimensional big data. Soft Computing, Springer, 27, (2023).
[8] Aho, Brett, and Roberta Duffield. “Beyond surveillance capitalism: Privacy, regulation and big data in Europe and China.” Economy and Society 49, no. 2 : 187-212 (2020).
[9] Liu, Changming, et.al., “Privacy-preserving motion detection for HEVC-compressed surveillance video.” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) 18, no. 1 : 1-27 (2022).
[10] Ardabili, et.al., “Understanding Ethics, Privacy, and Regulations in Smart Video Surveillance for Public Safety.” arXiv preprint arXiv:2212.12936 (2022).
[11] Fitwi, Alem, Yu Chen, Sencun Zhu, Erik Blasch, and Genshe Chen. “Privacy-preserving surveillance as an edge service based on lightweight video protection schemes using face de-identification and window masking.” Electronics 10, no. 3 : 236 (2021).
[12] Xu, Xiaolong, et.al., “Trust-aware service offloading for video surveillance in edge computing enabled internet of vehicles.” IEEE Transactions on Intelligent Transportation Systems 22, no. 3 : 1787-1796 (2020).
[13] Asghar, Mamoona et.al., “Visual surveillance within the EU general data protection regulation: A technology perspective.” IEEE Access 7 : 111709-111726 (2019).
[14] Velliangiri, S. “An enhanced multimedia video surveillance security using wavelet encryption framework.” Journal of Mobile Multimedia : 239-254 (2019).
[15] Kim, Jinsu, Namje Park, Geonwoo Kim, and Seunghun Jin. “CCTV video processing metadata security scheme using character order preserving-transformation in the emerging multimedia.” Electronics 8, no. 4 : 412 (2019).
[16] Hu, Ying, et.al., “A federated feature selection algorithm based on particle swarm optimization under privacy protection.” Knowledge-Based Systems 260 (2023).
[17] Nagendra Prabhu, et.al., “Fractional-Ant Lion Optimization Algorithm for Privacy Protection in Cloud with MapReduce Framework.” Cybernetics and Systems (2023).
[18] Kumar, Ankit, et al. “An improved quantum key distribution protocol for verification.” Journal of Discrete Mathematical Sciences and Cryptography 22.4 : 491-498 (2019).
[19] Dave, Mayank, et.al.,”Smart fog-based video surveillance with privacy preservation based on blockchain.” Wireless Personal Communications : 1-18 (2022).
[20] Kumar, Ankit, et al. “An enhanced quantum key distribution protocol for security authentication.” Journal of Discrete Mathematical Sciences and Cryptography 22.4 : 499-507 (2019).
[21] X. Zhang, S.H. Seo, C. Wang, A lightweight encryption method for privacy protection in surveillance videos, IEEE Access 6, 18074–18087 (2018).
[22] Dehghani, Mohammad. “Coati Optimization Algorithm: A new bio-inspired metaheuristic algorithm for solving optimization problems.” Knowledge-Based Systems 259 (2023).
[23] Kaidi, Wei, Mohammad Khishe, and Mokhtar Mohammadi. “Dynamic levy flight chimp optimization.” Knowledge-Based Systems 235 (2022).
[24] Abomhara, et.al., “Enhancing selective encryption for H. 264/AVC using advanced encryption standard.” arXiv preprint arXiv:2201.03391 (2022).
[25] https://www.kaggle.com/datasets/mateohervas/dcsass-dataset
