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Synthesizing Plausible Privacy-Preserving Location Traces
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Statistical Disclosure Limitation
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Statistical Disclosure Limitation
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Taxonomy of Mixes and Dummy Traffic
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Dummy Traffic against Long Term Intersection Attacks
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Elements of Information Theory
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Realistic Driving Trips For Location Privacy
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Towards Privacy for Social Networks: A Zero-Knowledge Based Definition of Privacy
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Quantifying Location Privacy: The Case of Sporadic Location Exposure
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Differentially private histogram publication
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The Earth Mover's Distance as a Metric for Image Retrieval
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Information Theory, Inference, and Learning Algorithms
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A tutorial on hidden Markov models and selected applications in speech recognition
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DP-WHERE: Differentially private modeling of human mobility
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The Earth Mover's distance is the Mallows distance: some insights from statistics
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Privacy: Theory meets Practice on the Map
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Differentially Private Histogram Publishing through Lossy Compression
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Protection of query privacy for continuous location based services
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L2P2: Location-aware location privacy protection for location-based services
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Protecting Moving Trajectories with Dummies
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An anonymous communication technique using dummies for location-based services
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An Obfuscation-Based Approach for Protecting Location Privacy
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Error bounds for convolutional codes and an asymptotically optimum decoding algorithm
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The Places of Our Lives: Visiting Patterns and Automatic Labeling from Longitudinal Smartphone Data
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Limits of Predictability in Human Mobility
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Algorithms for the Assignment and Transportation Problems
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Preserving privacy in gps traces via uncertainty-aware path cloaking
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Mining interesting locations and travel sequences from GPS trajectories
inferredcites →https://doi.org/10.1145/1536414.1536466openalex-snapshot
Differential privacy and robust statistics
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Faking contextual data for fun, profit, and privacy
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Privacy vulnerability of published anonymous mobility traces
inferredcites →https://doi.org/10.1145/1869790.1869846openalex-snapshot
A user location anonymization method for location based services in a real environment
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On the semantic annotation of places in location-based social networks
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Anonymization of location data does not work
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Discovering regions of different functions in a city using human mobility and POIs
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Mining large-scale, sparse GPS traces for map inference
inferredcites →https://doi.org/10.1145/2382196.2382263openalex-snapshot
Differentially private sequential data publication via variable-length n-grams
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A dummy-based anonymization method based on user trajectory with pauses
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Modeling human location data with mixtures of kernel densities
inferredcites →https://doi.org/10.1145/2660267.2660345openalex-snapshot
Optimal Geo-Indistinguishable Mechanisms for Location Privacy
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Quantifying Web-Search Privacy
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Calibrating data to sensitivity in private data analysis
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Optimization Using Simulated Annealing
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Calibrating Data to Sensitivity in Private Data Analysis
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Information theory, inference, and learning algorithms
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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A Dummy User Based Privacy Preserving Model for Online and Offline Crowd Mobility Monitoring Applications
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Joint Obfuscation for Privacy Protection in Location-Based Social Networks
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Synthesizing Privacy-Preserving Location Traces Including Co-locations
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Observing Road Freight Traffic from Mobile Network Signalling Data While Respecting Privacy and Business Confidentiality
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Differential-Privacy Preserving Trajectory Data Publishing for Road Networks
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Using Effective Dummy Locations and Routes to Conceal User Locations
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LocMIA: Membership Inference Attacks Against Aggregated Location Data
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Synthesizing Privacy-Preserving Traces: Enhancing Plausibility with Social Networks
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Preserving Privacy in Wi-Fi Localization with Plausible Dummy Locations
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Semantic-Aware Trajectory Privacy Preservation in Crowdsensing
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Pricing-Aware Location Privacy Preservation in Crowdsensing
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A Benchmark for Multi-dimensional Evaluation of Location Privacy Protection Mechanisms
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Pricing Privacy Leakage in Location-Based Services
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PARTS – Privacy-Aware Routing with Transportation Subgraphs
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Synthetic Mobility Traces
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Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories
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CARGO: Crypto-Assisted Differentially Private Triangle Counting Without Trusted Servers
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Real-Time Trajectory Synthesis with Local Differential Privacy
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Differentially Private Triangle Counting Assisted by $k$-Anonymity in Two-Party Models
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Privacy-Preserving Approximate Calculation of Subgraphs in Social Networking Services
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Privacy preserving and secure machine learning
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Privacy Preserving Trajectory Data Publishing with Personalized Differential Privacy
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ILLIA: Enabling $k$ -Anonymity-Based Privacy Preserving Against Location Injection Attacks in Continuous LBS Queries
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LocMIA: Membership Inference Attacks Against Aggregated Location Data
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Mobile Semantic-Aware Trajectory for Personalized Location Privacy Preservation
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Brake-Signal-Based Driver’s Location Tracking in Usage-Based Auto Insurance Programs
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A Semantic-Preserving Scheme to Trajectory Synthesis Using Differential Privacy
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Behavioral-Semantic Privacy Protection for Continual Social Mobility in Mobile-Internet Services
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A Complete and Comprehensive Semantic Perception of Mobile Traveling for Mobile Communication Services
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Active Privacy-Utility Trade-Off Against Inference in Time-Series Data Sharing
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Privacy of Things: Emerging Challenges and Opportunities in Wireless Internet of Things
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Adaptive N-Gram Model Based Differentially Private Trajectory Synthesis Method
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Estimating Link Flows in Road Networks With Synthetic Trajectory Data Generation: Inverse Reinforcement Learning Approach
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SoK: Privacy-Preserving Data Synthesis
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Vector-Indistinguishability: Location Dependency Based Privacy Protection for Successive Location Data
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P3: Privacy-Preserving Scheme Against Poisoning Attacks in Mobile-Edge Computing
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Releasing Correlated Trajectories: Towards High Utility and Optimal Differential Privacy
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On-the-Fly Privacy for Location Histograms
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LocGuard: A Location Privacy Defender for Image Sharing
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Pricing Utility vs. Location Privacy: A Differentially Private Data Sharing Framework for Ride-on-Demand Services
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Fully Private Shortest Path Computation With Single-Round Interaction
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Location Privacy in Usage-Based Automotive Insurance: Attacks and Countermeasures
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pRide: Privacy-Preserving Ride Matching Over Road Networks for Online Ride-Hailing Service
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Privacy-Aware Time-Series Data Sharing With Deep Reinforcement Learning
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Semantic-Aware Privacy-Preserving Online Location Trajectory Data Sharing
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Quantifying Privacy Risks of Behavioral Semantics in Mobile Communication Services
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P 2 Ride: Practical and Privacy-Preserving Ride-Matching Scheme for Ridesharing
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Diffusion Process-Based Model for Network Trajectory Propagation: Formulation, Data Mining, and Cross-Comparative Analysis
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Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services
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Trajectory-Based Spatiotemporal Entity Linking
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A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing
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Geo-Ellipse-Indistinguishability: Community-Aware Location Privacy Protection for Directional Distribution
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Synthesizing Human Trajectories Based on Variational Point Processes
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Efficient Frequency-Based Randomization for Spatial Trajectories Under Differential Privacy
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Generating Synthetic Human Mobility Graphs Using Deep Neural Networks With Utility and Privacy Preservation
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Differentially Private and Utility Preserving Publication of Trajectory Data
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A Framework for Personalized Location Privacy
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ADGTrace: Achieving Adaptive Trajectory Synthesis With Generated Data
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Balancing Utility and Privacy: A Semantic-Aware Personalized Trajectory Synthesis Scheme
inferred← citeshttps://doi.org/10.1109/tnet.2018.2812851openalex-snapshot
RobLoP: Towards Robust Privacy Preserving Against Location Dependent Attacks in Continuous LBS Queries
inferred← citeshttps://doi.org/10.1109/tnet.2019.2947452openalex-snapshot
Synthesizing Privacy Preserving Traces: Enhancing Plausibility With Social Networks
inferred← citeshttps://doi.org/10.1109/tnet.2021.3084251openalex-snapshot
A Utility-Aware General Framework With Quantifiable Privacy Preservation for Destination Prediction in LBSs
inferred← citeshttps://doi.org/10.1109/tnnls.2020.3005325openalex-snapshot
Toward Discriminating and Synthesizing Motion Traces Using Deep Probabilistic Generative Models
inferred← citeshttps://doi.org/10.1109/tnse.2021.3103919openalex-snapshot
Garbage In, Garbage Out: Poisoning Attacks Disguised With Plausible Mobility in Data Aggregation
inferred← citeshttps://doi.org/10.1109/tnse.2026.3679928openalex-snapshot
Utility-Enhanced Spatio-Temporal Trajectory Synthesis With Differential Privacy
inferred← citeshttps://doi.org/10.1109/tps-isa50397.2020.00015openalex-snapshot
Utility-Optimized Synthesis of Differentially Private Location Traces
inferred← citeshttps://doi.org/10.1109/tsc.2018.2810890openalex-snapshot
Enabling Probabilistic Differential Privacy Protection for Location Recommendations
inferred← citeshttps://doi.org/10.1109/tsc.2025.3556642openalex-snapshot
Synthetic Privacy-Preserving Trajectories With Semantic-Aware Dummies for Location-Based Services
inferred← citeshttps://doi.org/10.1109/tsc.2025.3562354openalex-snapshot
Artificial Impostors: An Efficient and Scalable Scheme for Location Privacy Preservation
inferred← citeshttps://doi.org/10.1109/tvcg.2023.3247048openalex-snapshot
Privacy-preserving datasets of eye-tracking samples with applications in XR
inferred← citeshttps://doi.org/10.1109/tvt.2020.3006363openalex-snapshot
Preserving Privacy in WiFi Localization With Plausible Dummy Locations
inferred← citeshttps://doi.org/10.1109/tvt.2022.3189540openalex-snapshot
Hybrid and Hierarchical Aggregation-Verification Scheme for VANET
inferred← citeshttps://doi.org/10.1109/tvt.2024.3505200openalex-snapshot
SCTP: Achieving Semantic Correlation Trajectory Privacy-Preserving With Differential Privacy
inferred← citeshttps://doi.org/10.1109/ubmk67458.2025.11206841openalex-snapshot
Inferring Location Information From Cell Data: The Viterbi Algorithm As A Case Study
inferred← citeshttps://doi.org/10.1109/wifs47025.2019.9035097openalex-snapshot
Privacy-Aware Location Sharing with Deep Reinforcement Learning
inferred← citeshttps://doi.org/10.1145/3209582.3209611openalex-snapshot
Are Friends of My Friends Too Social?
inferred← citeshttps://doi.org/10.1145/3243734.3243741openalex-snapshot
Utility-Aware Synthesis of Differentially Private and Attack-Resilient Location Traces
inferred← citeshttps://doi.org/10.1145/3314414openalex-snapshot
Modeling Spatio-Temporal App Usage for a Large User Population
inferred← citeshttps://doi.org/10.1145/3392154openalex-snapshot
Measuring Membership Privacy on Aggregate Location Time-Series
inferred← citeshttps://doi.org/10.1145/3393691.3394200openalex-snapshot
Measuring Membership Privacy on Aggregate Location Time-Series
inferred← citeshttps://doi.org/10.1145/3423165openalex-snapshot
Location Privacy-preserving Mechanisms in Location-based Services
inferred← citeshttps://doi.org/10.1145/3477314.3507230openalex-snapshot
Generating synthetic mobility data for a realistic population with RNNs to improve utility and privacy
inferred← citeshttps://doi.org/10.1145/3485125openalex-snapshot
A Survey on Deep Learning for Human Mobility
inferred← citeshttps://doi.org/10.1145/3495160openalex-snapshot
Utility-aware and Privacy-preserving Trajectory Synthesis Model that Resists Social Relationship Privacy Attacks
inferred← citeshttps://doi.org/10.1145/3529260openalex-snapshot
Synthesis of Longitudinal Human Location Sequences: Balancing Utility and Privacy
inferred← citeshttps://doi.org/10.1145/3538401.3546603openalex-snapshot
Quantifying the privacy-vs-performance trade-offs for fine-grained wireless network measurement data
inferred← citeshttps://doi.org/10.1145/3548606.3560659openalex-snapshot
Differentially Private Triangle and 4-Cycle Counting in the Shuffle Model
inferred← citeshttps://doi.org/10.1145/3557915.3560994openalex-snapshot
Factorized deep generative models for end-to-end trajectory generation with spatiotemporal validity constraints
inferred← citeshttps://doi.org/10.1145/3564625.3567974openalex-snapshot
Differentially Private Map Matching for Mobility Trajectories
inferred← citeshttps://doi.org/10.1145/3580305.3599888openalex-snapshot
Practical Synthetic Human Trajectories Generation Based on Variational Point Processes
inferred← citeshttps://doi.org/10.1145/3610224openalex-snapshot
Generative Models for Synthetic Urban Mobility Data: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1145/3617589openalex-snapshot
Differentiated Location Privacy Protection in Mobile Communication Services: A Survey from the Semantic Perception Perspective
inferred← citeshttps://doi.org/10.1145/3633202openalex-snapshot
Privacy-Preserving Individual-Level COVID-19 Infection Prediction via Federated Graph Learning
inferred← citeshttps://doi.org/10.1145/3638529.3654200openalex-snapshot
Federated Genetic Algorithm: Two-Layer Privacy-Preserving Trajectory Data Publishing
inferred← citeshttps://doi.org/10.1145/3696410.3714516openalex-snapshot
Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors
inferred← citeshttps://doi.org/10.1145/3699961openalex-snapshot
GeoGail: A Model-Based Imitation Learning Framework for Human Trajectory Synthesizing
inferred← citeshttps://doi.org/10.1145/3714393.3726508openalex-snapshot
Multi-Device Context-Sensitive Attacks Against Privacy
inferred← citeshttps://doi.org/10.1145/3748636.3762736openalex-snapshot
Quantifying the Impact of k-Anonymizing Trajectory Data on Common Traffic Management Use Cases
inferred← citeshttps://doi.org/10.1145/3764924.3770891openalex-snapshot
Leveraging Synthetic Telecom Data to Support the Development of Community Resilience Applications
inferred← citeshttps://doi.org/10.1145/3770855.3818889openalex-snapshot
Coarse-to-Fine Multi-Resolution Diffusion Models for Trajectory Generation in Urban Systems
inferred← citeshttps://doi.org/10.1177/03611981241231796openalex-snapshot
Data-Driven Framework for Generating Travelers with Demographic-Activity-Travel Information
inferred← citeshttps://doi.org/10.1186/s13638-019-1406-4openalex-snapshot
An anonymous entropy-based location privacy protection scheme in mobile social networks
inferred← citeshttps://doi.org/10.1371/journal.pone.0256892openalex-snapshot
Exchanging registered users’ submitting reviews towards trajectory privacy preservation for review services in Location-Based Social Networks
inferred← citeshttps://doi.org/10.14778/3055540.3055542openalex-snapshot
Plausible deniability for privacy-preserving data synthesis
inferred← citeshttps://doi.org/10.14778/3594512.3594520openalex-snapshot
LDPTrace: Locally Differentially Private Trajectory Synthesis
inferred← citeshttps://doi.org/10.1515/libri-2019-0140openalex-snapshot
The Protection of User Preference Privacy in Personalized Information Retrieval: Challenges and Overviews
inferred← citeshttps://doi.org/10.1609/aaai.v37i12.26700openalex-snapshot
PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning
inferred← citeshttps://doi.org/10.17760/d20272933openalex-snapshot
Sensor side-channel attacks on user privacy: analysis and mitigation
inferred← citeshttps://doi.org/10.23919/icact48636.2020.9061335openalex-snapshot
User Mobility Synthesis based on Generative Adversarial Networks: A Survey
inferred← citeshttps://doi.org/10.2478/popets-2019-0020openalex-snapshot
Mitigating Location Privacy Attacks on Mobile Devices using Dynamic App Sandboxing
inferred← citeshttps://doi.org/10.2478/popets-2021-0015openalex-snapshot
Privacy-Preserving Multiple Tensor Factorization for Synthesizing Large-Scale Location Traces with Cluster-Specific Features
inferred← citeshttps://doi.org/10.24963/ijcai.2018/530openalex-snapshot
A Non-Parametric Generative Model for Human Trajectories
inferred← citeshttps://doi.org/10.24963/ijcai.2019/353openalex-snapshot
Privacy-aware Synthesizing for Crowdsourced Data
inferred← citeshttps://doi.org/10.25148/etd.fidc008855openalex-snapshot
Trajectory Privacy Preservation and Lightweight Blockchain Techniques for Mobility-Centric IoT
inferred← citeshttps://doi.org/10.25534/tuprints-00013264openalex-snapshot
A Billion Open Interfaces for Eve and Mallory : MitM, DoS, and Tracking Attacks on iOS and macOS Through Apple Wireless Direct Link
inferred← citeshttps://doi.org/10.26599/tst.2020.9010010openalex-snapshot
Preserving personalized location privacy in ride-hailing service
inferred← citeshttps://doi.org/10.3389/ffutr.2021.647852openalex-snapshot
Exploitation of Aggregate Mobility Sensing Data for the Synthesis of Disaggregate Multimodal Tours in Megacities
inferred← citeshttps://doi.org/10.3390/app12052406openalex-snapshot
Releasing Differentially Private Trajectories with Optimized Data Utility
inferred← citeshttps://doi.org/10.3390/app12178456openalex-snapshot
Generating Activity-Based Mobility Plans from Trip-Based Models and Mobility Surveys
inferred← citeshttps://doi.org/10.3390/app13063830openalex-snapshot
Collecting, Processing and Secondary Using Personal and (Pseudo)Anonymized Data in Smart Cities
inferred← citeshttps://doi.org/10.3390/e28101052openalex-snapshot
Real-Time Trajectory Publishing in Mobile Crowdsensing Under Local Differential Privacy
inferred← citeshttps://doi.org/10.3390/electronics8020148openalex-snapshot
Trajectory Protection Schemes Based on a Gravity Mobility Model in IoT
inferred← citeshttps://doi.org/10.3390/ijgi10020078openalex-snapshot
Privacy-Preserving Trajectory Data Publishing by Dynamic Anonymization with Bounded Distortion
inferred← citeshttps://doi.org/10.3390/s22020687openalex-snapshot
Perturbed-Location Mechanism for Increased User-Location Privacy in Proximity Detection and Digital Contact-Tracing Applications
inferred← citeshttps://doi.org/10.3390/s22124423openalex-snapshot
A Vehicle Trajectory Privacy Preservation Method Based on Caching and Dummy Locations in the Internet of Vehicles
inferred← citeshttps://doi.org/10.3837/tiis.2019.06.024openalex-snapshot
A Survey of System Architectures, Privacy Preservation, and Main Research Challenges on Location-Based Services
inferred← citeshttps://doi.org/10.4230/lipics.cosit.2022.17openalex-snapshot
A Weather-Aware Framework for Population Mobility Modelling (Short Paper)
inferred← citeshttps://doi.org/10.46328/ijonest.126openalex-snapshot
Using Dummy Locations to Conceal Whereabouts of Mobile Users in Location-Based Services
inferred← citeshttps://doi.org/10.48550/arxiv.1811.12801openalex-snapshot
Generative Models for Simulating Mobility Trajectories
inferred← citeshttps://doi.org/10.48550/arxiv.1901.04923openalex-snapshot
On (The Lack Of) Location Privacy in Crowdsourcing Applications
inferred← citeshttps://doi.org/10.48550/arxiv.2006.11204openalex-snapshot
Differentially Private Variational Autoencoders with Term-wise Gradient Aggregation
inferred← citeshttps://doi.org/10.48550/arxiv.2010.08688openalex-snapshot
Locally Differentially Private Analysis of Graph Statistics
inferred← citeshttps://doi.org/10.48550/arxiv.2012.09375openalex-snapshot
KHOVID: Interoperable Privacy Preserving Digital Contact Tracing
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