[HTML][HTML] Malware detection for mobile computing using secure and privacy-preserving machine learning approaches: A comprehensive survey

F Nawshin, R Gad, D Unal, AK Al-Ali… - Computers and Electrical …, 2024 - Elsevier
Mobile devices have become an essential element in our day-to-day lives. The chances of
mobile attacks are rapidly increasing with the growing use of mobile devices. Exploiting …

Toward privacy preservation using clustering based anonymization: recent advances and future research outlook

A Majeed, S Khan, SO Hwang - IEEE Access, 2022 - ieeexplore.ieee.org
With the continuous increase in avenues of personal data generation, privacy protection has
become a hot research topic resulting in various proposed mechanisms to address this …

Group Privacy: An Underrated but Worth Studying Research Problem in the Era of Artificial Intelligence and Big Data

A Majeed, S Khan, SO Hwang - Electronics, 2022 - mdpi.com
Introduction: Recently, the tendency of artificial intelligence (AI) and big data
use/applications has been rapidly expanding across the globe, improving people's lifestyles …

Defending against membership inference attacks on beacon services

R Venkatesaramani, Z Wan, BA Malin… - ACM Transactions on …, 2023 - dl.acm.org
Large genomic datasets are created through numerous activities, including recreational
genealogical investigations, biomedical research, and clinical care. At the same time …

Privacy-Preserving Surveillance for Smart Cities

I Ahmad, E Kim, SS Hwang… - … Conference on Ubiquitous …, 2022 - ieeexplore.ieee.org
This work presents privacy-preserving surveillance system for smart cities based on
perceptual encryption algorithm (PE). The encryption is block-based and provides …

A Neoteric Approach to Improvise Privacy Shielding of Sensitive Healthcare Information & Prediction of Disease

A Maheriya, S Panchal - International Journal of Computing …, 2023 - journals.uob.edu.bh
There has been an ongoing compulsion on health organizations to share data for analysis
purposes. The healthcare data includes patient behaviors & records, DNA, laboratory test …

Enhancing Data Privacy in Federated Data Spaces: Hierarchical Secret-Share based Pseudonymization

G Morabito, A Galletta, A Celesti, M Villari… - Proceedings of the IEEE …, 2023 - dl.acm.org
Sharing Data Spaces in federated ecosystems can bring several advantages to companies
and administrations. However, data security, privacy, and ethics issues need to be properly …

Federated Learning Methods for Privacy-Preserving Collaborative Machine Learning

Y Nagender, S Deena, SM Imran… - 2023 10th IEEE Uttar …, 2023 - ieeexplore.ieee.org
Federated learning is a cutting-edge data solution that protects privacy as well as a fresh
machine learning model developed on collaborative data sets. A major concern privacy …

Design Of Intelligent Countermeasure System for Power System Network Security Defense.

F Hang, L Xie, Z Zhang, J Hu - Journal of Electrical Systems, 2023 - search.ebscohost.com
In an increasingly interconnected world, the convergence of power system networks and
biometric-based biomedical applications presents unique challenges for data protection and …

Enhancing User Privacy in Natural Language Processing (NLP) Systems: Techniques and Frameworks for Privacy-Preserving Solutions

CK Behera, D Lakshmi, I Kondurkar - Advanced Applications of …, 2024 - igi-global.com
NLP has witnessed a remarkable improvement in applications, from voice assistants to
sentiment analysis and language translations. However, in this process, a huge amount of …