Standout Papers
Citation Impact
Citing Papers
Differentially Private Feature Selection via Stability Arguments, and the Robustness of the Lasso
2013
Differentially Private Online Learning
2012
Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks
2018 Standout
Human-centric sensing
2011
Internet of Things is a revolutionary approach for future technology enhancement: a review
2019 Standout
Secure, privacy-preserving and federated machine learning in medical imaging
2020 Standout
Driving forces and barriers of Industry 4.0: Do multinational and small and medium-sized companies have equal opportunities?
2019 Standout
Big Data and discrimination: perils, promises and solutions. A systematic review
2019 Standout
Interactive machine learning for health informatics: when do we need the human-in-the-loop?
2016
Privacy-preserving aggregation of personal health data streams
2018
Privacy in the age of medical big data
2018 Standout
Design Study Methodology: Reflections from the Trenches and the Stacks
2012 Standout
Evaluating re-identification risks with respect to the HIPAA privacy rule
2010
Wattpad as a resource for literary studies. Quantitative and qualitative examples of the importance of digital social reading and readers’ comments in the margins
2020 Standout
Detection of Conflicts and Inconsistencies in Taxonomy-Based Authorization Policies
2011
Mining electronic health records: towards better research applications and clinical care
2012 Standout
Large-Scale Privacy-Preserving Statistical Computations for Distributed Genome-Wide Association Studies
2018
Privacy in Internet of Things: A Model and Protection Framework
2015
The Challenges of Data Quality and Data Quality Assessment in the Big Data Era
2015 Standout
Wireless sensor networks: a survey on recent developments and potential synergies
2013 Standout
A taxonomy for privacy enhancing technologies
2015
An Information Framework for Creating a Smart City Through Internet of Things
2014 Standout
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
2020 Standout
Generalization-based privacy preservation and discrimination prevention in data publishing and mining
2014
A survey on internet of vehicles: Applications, security issues & solutions
2019 Standout
Literature review of Industry 4.0 and related technologies
2018 Standout
Bounds on the sample complexity for private learning and private data release
2013
Non-redundant data clustering
2006
Security Services Using Blockchains: A State of the Art Survey
2018
Mobile cloud computing based privacy protection in location‐based information survey applications
2014
Top 10 algorithms in data mining
2007 Standout
A Survey on Internet of Things: Architecture, Enabling Technologies, Security and Privacy, and Applications
2017 Standout
Anonymizing classification data using rough set theory
2013
Privacy in the Smart City—Applications, Technologies, Challenges, and Solutions
2017
Federated Learning With Differential Privacy: Algorithms and Performance Analysis
2020 Standout
Security, privacy and trust in Internet of Things: The road ahead
2014 Standout
A Hybrid BlockChain-Based Identity Authentication Scheme for Multi-WSN
2020 Standout
Privacy, anonymity, and big data in the social sciences
2014
Mobile edge computing, Fog et al.: A survey and analysis of security threats and challenges
2016 Standout
The Algorithmic Foundations of Differential Privacy
2013 Standout
The rise of “big data” on cloud computing: Review and open research issues
2014 Standout
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
2021 Standout
A roadmap for security challenges in the Internet of Things
2017
Deep learning for healthcare: review, opportunities and challenges
2017 Standout
Deep Learning with Differential Privacy
2016 Standout
A Privacy Leakage Upper Bound Constraint-Based Approach for Cost-Effective Privacy Preserving of Intermediate Data Sets in Cloud
2012
Deep learning in environmental remote sensing: Achievements and challenges
2020
Privacy-by-Decoy: Protecting location privacy against collusion and deanonymization in vehicular location based services
2014
Privacy-Preserving Layer over MapReduce on Cloud
2012
Industry 4.0: A survey on technologies, applications and open research issues
2017 Standout
Internet of Things in Industries: A Survey
2014 Standout
Cyber Physical Security for Industrial Control Systems and IoT
2016
Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey
2018 Standout
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
2021 Standout
Digital Twin: Enabling Technologies, Challenges and Open Research
2020 Standout
A survey on privacy in mobile participatory sensing applications
2011
The Internet of Things: Review and theoretical framework
2019 Standout
Discrimination- and privacy-aware patterns
2014
A Complex View of Industry 4.0
2016 Standout
Sentiment Analysis: Mining Opinions, Sentiments, and Emotions
2015
Big Data and data science: A critical review of issues for educational research
2017 Standout
Federated Machine Learning
2019 Standout
Using data visualization technique to detect sensitive information re-identification problem of real open dataset
2017
Zerber
2008
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges
2018 Standout
A Survey on IoT Security: Application Areas, Security Threats, and Solution Architectures
2019 Standout
Collective Data-Sanitization for Preventing Sensitive Information Inference Attacks in Social Networks
2016
Extended Privacy in Crowdsourced Location-Based Services Using Mobile Cloud Computing
2016
Privacy-constrained network formation
2017 StandoutNobel
A top-down approach for approximate data anonymisation
2012
An Overview of Internet of Things (IoT) and Data Analytics in Agriculture: Benefits and Challenges
2018 Standout
Privacy-Preserving Data Mining: Methods, Metrics, and Applications
2017
Evaluating Location Privacy in Vehicular Communications and Applications
2016
Mobile Edge Computing: A Survey
2017 Standout
A survey on addressing privacy together with quality of context for context management in the Internet of Things
2013
Privacy-Preserving Multi-Keyword Ranked Search over Encrypted Cloud Data
2013 Standout
CITIESData: a smart city data management framework
2017
Virtually in this together – how web-conferencing systems enabled a new virtual togetherness during the COVID-19 crisis
2020 Standout
Visual mining of powersets with large alphabets
2010
Mining contrastive opinions on political texts using cross-perspective topic model
2012
A Survey on Human Activity Recognition using Wearable Sensors
2012 Standout
The effects of explainability and causability on perception, trust, and acceptance: Implications for explainable AI
2020 Standout
Deep Learning for Intelligent Human–Computer Interaction
2022 Standout
Privacy preservation in wireless sensor networks: A state-of-the-art survey
2009
Data mining with big data
2013 Standout
Preserving privacy in participatory sensing systems
2009
A Survey on Recent Advances in Vehicular Network Security, Trust, and Privacy
2018 Standout
Works of Daniel Kifer being referenced
A New Class of Private Chi-Square Hypothesis Tests.
2017
Private Convex Empirical Risk Minimization and High-dimensional Regression
2012
Private Convex Optimization for Empirical Risk Minimization with Applications to High-dimensional Regression.
2012
HESS Opinions: Incubating deep-learning-powered hydrologic science advances as a community
2018
HESS Opinions: Deep learning as a promising avenue toward knowledge discovery in water sciences
2018
DualMiner: A Dual-Pruning Algorithm for Itemsets with Constraints
2003
What Is an Opinion About? Exploring Political Standpoints Using Opinion Scoring Model
2010
Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching
2019
L -diversity
2007 Standout
Privacy-Preserving Data Publishing
2009