Data Privacy

Latest research

1. Secure group aggregation for privacy-protection federated learning

   • Yucheng Yan
   • Jia Yang

   in Cybersecurity

   Article Open access 18 March 2026

   

2. A new era for understanding mental health with smartphone-derived digital traces

   • Stephen M. Schueller

   in Nature Health

   Article 17 March 2026

   

3. Exploring user representation learning from interaction data: a data-centric survey

   • Shenghai Zhong
   • Shu Guo
   • Chang Liu

   in International Journal of Data Science and Analytics

   Article 17 March 2026

   

4. The Right to Privacy as a Right to Obscurity: On Big Data, Inferences, and Attention

   • Clint Hurshman

   in Philosophy & Technology

   Article 17 March 2026

5. Analysis of improving E-commerce customer satisfaction through network data security: based on intelligent sensors and artificial intelligence simulation

   • Du Chunlei
   • Li Yancai

   in International Journal of System Assurance Engineering and Management

   Article 16 March 2026

   

6. Neural text sanitization with privacy risk indicators: an empirical analysis

   • Anthi Papadopoulou
   • Pierre Lison
   • Ildikó Pilán

   in Language Resources and Evaluation

   Article Open access 13 March 2026

   

7. Big Data in Insurance: Understanding Customer Resistance and Ethical Boundaries

   • Carmen Tanner
   • Nicole Witt
   • Markus Christen

   in Digital Society

   Article 12 March 2026

8. Datenexzellenz scheitert nicht an der Technik, sondern an uns!

   • Marc Groß

   in Innovative Verwaltung

   Article 12 March 2026

9. Protection of the CGAN against membership inference attack using Differential Privacy

   • Ala Ekramifard
   • Haleh Amintoosi
   • Seyed Amin Hosseini Seno

   in International Journal of Information Security

   Article Open access 11 March 2026

   

10. A Dual-Reweighting Defense Strategy Against Data Poisoning Attacks in Medical Image Classification Models

    • Xiaolong Yu
    • Yuping Zhou
    • Shengqie Liao

    in Journal of Imaging Informatics in Medicine

    Article 11 March 2026

    

11. Framework for efficient data-concealing mechanism and privacy-preserving information restoration using efficient wavelet lifting for secure transmission between node to node

    • Mona
    • B. G. Prasad

    in Peer-to-Peer Networking and Applications

    Article Open access 11 March 2026

    

12. UFGraphFR: graph federation recommendation system based on user text description features

    • Xudong Wang
    • Qingbo Hao
    • Yingyuan Xiao

    in The Journal of Supercomputing

    Article 10 March 2026

    

13. Auxiliary data, quality assurance and quality control for wearable light loggers and optical radiation dosimeters

    • Johannes Zauner
    • Oliver Stefani
    • Manuel Spitschan

    in npj Biological Timing and Sleep

    Article Open access 09 March 2026

    

14. Privacy-adaptive end-to-end federated learning framework with self-learning differential privacy and personalized optimization for secure healthcare intelligence

    • K. M. Kirupa Shankar
    • V. Santhi

    in Complex & Intelligent Systems

    Article Open access 08 March 2026

    

15. An efficient collusion-resistant and drop-proof federated learning security aggregation scheme based on RLWE

    • Xinyue Zhang
    • Tanping Zhou
    • Xiaoyuan Yang

    in Peer-to-Peer Networking and Applications

    Article 05 March 2026

    

16. An epoch-weighted privacy budget allocation framework for fine-tuning large language models

    • Peisheng Zhang
    • Naiyu Wang
    • Zhitao Guan

    in Science China Information Sciences

    Article 05 March 2026

17. Locality preserving and homomorphically encrypted deep features for privacy-preserving face recognition

    • Pavani Chitrapu
    • Hemantha Kumar Kalluri
    • Satya Krishna Nunna

    in Discover Computing

    Article Open access 05 March 2026

    

18. Attention–based HAPS–to–ground nodes optimization for differential privacy towards secure semantic communications

    • Pascal Nkurunziza
    • Daisuke Umehara

    in Neural Computing and Applications

    Article 04 March 2026

    

19. A systematic review on privacy preservation in federated learning

    • Anika Saba Ibte Sum
    • Zinniya Taffannum Pritee
    • Kamruddin Nur

    in International Journal of Information Security

    Article Open access 04 March 2026

    

20. Update aus rechtlichen Gründen: die neue IT-Sicherheitsrichtlinie der KZBV

    • Thomas H. Lenhard

    in ZI Zahnärztliche Implantologie

    Article 02 March 2026

    

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