Face Image Publication Based on Differential Privacy
نویسندگان
چکیده
منابع مشابه
Towards Accurate Histogram Publication under Differential Privacy
Histograms are the workhorse of data mining and analysis. This paper considers the problem of publishing histograms under differential privacy, one of the strongest privacy models. Existing differentially private histogram publication schemes have shown that clustering (or grouping) is a promising idea to improve the accuracy of sanitized histograms. However, none of them fully exploits the ben...
متن کاملLoPub: High-Dimensional Crowdsourced Data Publication with Local Differential Privacy
Nowadays, with the development of various integrated sensors and crowd sensing systems, the crowdsourced information from all aspects can be collected and analyzed among various data attributes to better produce rich knowledge about the group [19], [47], thus benefiting everyone in the crowdsourced system [24]. Particularly, with high-dimensional crowdsourced data (data with multiple attributes...
متن کاملPrivacy Preserving Publication of Locations Based on Delaunay Triangulation
The pervasive usage of LBS (Location Based Services) has caused serious risk of personal privacy. In order to preserve the privacy of locations, only the anonymized or perturbated data are published. At the same time, the data mining results for the perturbated data should keep as close as possible to the data mining results for the original data. In this paper, we propose a novel perturbation ...
متن کاملThe Combinational Use Of Knowledge-Based Methods and Morphological Image Processing in Color Image Face Detection
The human facial recognition is the base for all facial processing systems. In this work a basicmethod is presented for the reduction of detection time in fixed image with different color levels.The proposed method is the simplest approach in face spatial localization, since it doesn’trequire the dynamics of images and information of the color of skin in image background. Inaddition, to do face...
متن کاملAutomatic Face Sketch Generation Based on Image
in this paper, we present image based face sketch generation approach. The face image is represented as face caricature, portrait, face composite or face sketch etc. Face sketch is the simplest form of representing facial image with the help of small line segment drawings. There are several commercial application of a face image such as face recognition, detection, authentication and suspects i...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Wireless Communications and Mobile Computing
سال: 2021
ISSN: 1530-8677,1530-8669
DOI: 10.1155/2021/6680701