A survey on cyber–physical systems security

Z Yu, H Gao, X Cong, N Wu… - IEEE Internet of Things …, 2023‏ - ieeexplore.ieee.org
Cyber–physical systems (CPSs) are new types of intelligent systems that integrate
computing, control, and communication technologies, bridging the cyberspace and physical …

Horizontal federated recommender system: A survey

L Wang, H Zhou, Y Bao, X Yan, G Shen… - ACM Computing …, 2024‏ - dl.acm.org
Due to underlying privacy-sensitive information in user-item interaction data, the risk of
privacy leakage exists in the centralized-training recommender system (RecSys). To this …

Making ai forget you: Data deletion in machine learning

A Ginart, M Guan, G Valiant… - Advances in neural …, 2019‏ - proceedings.neurips.cc
Intense recent discussions have focused on how to provide individuals with control over
when their data can and cannot be used---the EU's Right To Be Forgotten regulation is an …

Privacy-preserving machine learning: Threats and solutions

M Al-Rubaie, JM Chang - IEEE Security & Privacy, 2019‏ - ieeexplore.ieee.org
For privacy concerns to be addressed adequately in today's machine-learning (ML) systems,
the knowledge gap between the ML and privacy communities must be bridged. This article …

A survey on trustworthy recommender systems

Y Ge, S Liu, Z Fu, J Tan, Z Li, S Xu, Y Li, Y **an… - ACM Transactions on …, 2024‏ - dl.acm.org
Recommender systems (RS), serving at the forefront of Human-centered AI, are widely
deployed in almost every corner of the web and facilitate the human decision-making …

Latest trends of security and privacy in recommender systems: a comprehensive review and future perspectives

Y Himeur, SS Sohail, F Bensaali, A Amira… - Computers & Security, 2022‏ - Elsevier
With the widespread use of Internet of things (IoT), mobile phones, connected devices and
artificial intelligence (AI), recommender systems (RSs) have become a booming technology …

Privacy in the smart city—applications, technologies, challenges, and solutions

D Eckhoff, I Wagner - IEEE Communications Surveys & …, 2017‏ - ieeexplore.ieee.org
Many modern cities strive to integrate information technology into every aspect of city life to
create so-called smart cities. Smart cities rely on a large number of application areas and …

Privacy enhancing technologies for solving the privacy-personalization paradox: Taxonomy and survey

N Kaaniche, M Laurent, S Belguith - Journal of Network and Computer …, 2020‏ - Elsevier
Personal data are often collected and processed in a decentralized fashion, within different
contexts. For instance, with the emergence of distributed applications, several providers are …

Encrypted signal processing for privacy protection: Conveying the utility of homomorphic encryption and multiparty computation

RL Lagendijk, Z Erkin, M Barni - IEEE Signal Processing …, 2012‏ - ieeexplore.ieee.org
In recent years, signal processing applications that deal with user-related data have aroused
privacy concerns. For instance, face recognition and personalized recommendations rely on …

Privacy in targeted advertising on mobile devices: a survey

I Ullah, R Boreli, SS Kanhere - International journal of information security, 2023‏ - Springer
Targeted advertising has transformed the marketing landscape for a wide variety of
businesses, by creating new opportunities for advertisers to reach prospective customers by …