Trustworthy AI: From principles to practices

B Li, P Qi, B Liu, S Di, J Liu, J Pei, J Yi… - ACM Computing Surveys, 2023 - dl.acm.org
The rapid development of Artificial Intelligence (AI) technology has enabled the deployment
of various systems based on it. However, many current AI systems are found vulnerable to …

Differential privacy for industrial internet of things: Opportunities, applications, and challenges

B Jiang, J Li, G Yue, H Song - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The development of Internet of Things (IoT) brings new changes to various fields.
Particularly, industrial IoT (IIoT) is promoting a new round of industrial revolution. With more …

Towards automated log parsing for large-scale log data analysis

P He, J Zhu, S He, J Li, MR Lyu - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Logs are widely used in system management for dependability assurance because they are
often the only data available that record detailed system runtime behaviors in production …

Private spatial data aggregation in the local setting

R Chen, H Li, AK Qin… - 2016 IEEE 32nd …, 2016 - ieeexplore.ieee.org
With the deep penetration of the Internet and mobile devices, privacy preservation in the
local setting has become increasingly relevant. The local setting refers to the scenario where …

Online evaluation for information retrieval

K Hofmann, L Li, F Radlinski - Foundations and Trends® in …, 2016 - nowpublishers.com
Online evaluation is one of the most common approaches to measure the effectiveness of an
information retrieval system. It involves fielding the information retrieval system to real users …

Differential privacy preserving of training model in wireless big data with edge computing

M Du, K Wang, Z **a, Y Zhang - IEEE transactions on big data, 2018 - ieeexplore.ieee.org
With the popularity of smart devices and the widespread use of machine learning methods,
smart edges have become the mainstream of dealing with wireless big data. When smart …

[KNYGA][B] Differential privacy and applications

T Zhu, G Li, W Zhou, SY Philip - 2017 - Springer
Corporations, organizations, and governments have collected, digitized, and stored
information in digital forms since the invention of computers, and the speed of such data …

Technical report: Big data-concepts, infrastructure, analytics, challenges and solutions

K Kuru - 2024 - clok.uclan.ac.uk
Industry 5.0 is emerging while swarms of Cyber-Physical Systems (CPSs) are being
integrated with other swarms of CPSs and humans to work co-actively in collaborative and …

Management of geo-distributed intelligence: Deep insight as a service (DINSaaS) on forged cloud platforms (FCP)

K Kuru - Journal of Parallel and Distributed Computing, 2021 - Elsevier
The recent advances in the cyber–physical domains, cloud and edge platforms along with
the advanced communication technologies play a crucial role in connecting the globe more …

Atlas: Gan-based differentially private multi-party data sharing

Z Wang, X Cheng, S Su, J Liang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this article, we study the problem of differentially private multi-party data sharing, where
the involved parties assisted by a semi-honest curator collectively generate a shared dataset …