scholarly journals Mobile Privacy: Scalable Ensemble Matching for User Identification Attacks

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 97243-97257
Author(s):  
Luoyang Fang ◽  
Haonan Wang ◽  
Xiang Cheng ◽  
Liuqing Yang ◽  
Shuguang Cui
Keyword(s):  
User Identification ◽  
Mobile Privacy

Case Study: User Identification for Mobile Privacy

2018 ◽  
pp. 97-125
Author(s):  
Xiang Cheng ◽  
Luoyang Fang ◽  
Liuqing Yang ◽  
Shuguang Cui
Keyword(s):  
User Identification ◽  
Mobile Privacy

User identification across online social networks in practice: Pitfalls and solutions

2016 ◽  
Vol 44 (3) ◽  
pp. 377-391 ◽  
Author(s):  
Azadeh Esfandyari ◽  
Matteo Zignani ◽  
Sabrina Gaito ◽  
Gian Paolo Rossi
Keyword(s):  
Social Networks ◽  
Online Social Networks ◽  
Full Range ◽  
Application Programming Interface ◽  
User Identification ◽  
Application Programming ◽  
Test Sets ◽  
Set Up ◽  
Different Levels ◽  
Programming Interface

To take advantage of the full range of services that online social networks (OSNs) offer, people commonly open several accounts on diverse OSNs where they leave lots of different types of profile information. The integration of these pieces of information from various sources can be achieved by identifying individuals across social networks. In this article, we address the problem of user identification by treating it as a classification task. Relying on common public attributes available through the official application programming interface (API) of social networks, we propose different methods for building negative instances that go beyond usual random selection so as to investigate the effectiveness of each method in training the classifier. Two test sets with different levels of discrimination are set up to evaluate the robustness of our different classifiers. The effectiveness of the approach is measured in real conditions by matching profiles gathered from Google+, Facebook and Twitter.

Eye-based Recognition for User Identification on Mobile Devices

2020 ◽  
Vol 16 (4) ◽  
pp. 1-19
Author(s):  
Huiru Shao ◽  
Jing Li ◽  
Jia Zhang ◽  
Hui Yu ◽  
Jiande Sun
Keyword(s):  
Mobile Devices ◽  
User Identification
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