Smart City Gnosys
Smart city article details
| Title | Deep Privacy Based Face Anonymization For Smart Cities |
|---|---|
| ID_Doc | 18023 |
| Authors | Hassan M.U.; Stava M.; Hameed I.A. |
| Year | 2023 |
| Published | 2023 International Conference on Smart Applications, Communications and Networking, SmartNets 2023 |
| DOI | http://dx.doi.org/10.1109/SmartNets58706.2023.10215996 |
| Abstract | Interest in privacy has increased due to the public's increased attention given to it by the introduction of the EU's GDPR. The number of images containing identifiable features has multiplied dramatically in an increasingly digital world where data is gathered on a large scale through surveillance systems, smartphones, cameras, etc. In order to protect our privacy, it is essential to look into methods that can anonymize individuals in real time before the digital data is stored. We look into two state-of-the-art face detectors and consider how they perform in real time. In addition, we consider multiple methods for anonymizing individuals in the loop and how it affects the resulting image. The performance is based on the WiderFace benchmark, including easy, medium, and hard subsets. © 2023 IEEE. |
| Author Keywords | deep learning; face anonymization; face detection; privacy protection |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
44483  | 0.884 | Angus A.; Duan Z.; Zussman G.; Kostic Z. | Real-Time Video Anonymization In Smart City Intersections | Proceedings - 2022 IEEE 19th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2022 (2022) |
| 19193 | 0.851 | Daya Sagar K.V.; Kamesh D.B.K.; Srinivasa Rao T.; Krishna C.V.M. | Detecting Fake Faces In Smart Cities Security Surveillance Using Image Recognition And Convolutional Neural Networks | ECS Transactions, 107, 1 (2022) |
| 39283 | 0.85 | Yang J.; Huang Y.; Siddula M.; Cai Z. | Noise Generation Gan Based Identity Privacy Protection For Smart City | Proceedings - 2021 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People, and Smart City Innovations, SmartWorld/ScalCom/UIC/ATC/IoP/SCI 2021 (2021) |