Jun Zhao

Orcid: 0000-0002-3004-7091

Affiliations:
  • Nanyang Technological University, School of Computer Science and Engineering, Singapore
  • Carnegie Mellon University, Pittsburgh, PA, USA (former)


According to our database1, Jun Zhao authored at least 275 papers between 2009 and 2024.

Collaborative distances:

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Bibliography

2024
Secure Communication for RSMA Systems: Integrating Spatial and WFRFT Signal Domains.
IEEE Commun. Lett., November, 2024

Privacy and Robustness in Federated Learning: Attacks and Defenses.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things.
IEEE Internet Things J., May, 2024

Human-Centric Resource Allocation in the Metaverse Over Wireless Communications.
IEEE J. Sel. Areas Commun., March, 2024

Deep learning innovations in diagnosing diabetic retinopathy: The potential of transfer learning and the DiaCNN model.
Comput. Biol. Medicine, February, 2024

Can LSH (locality-sensitive hashing) be replaced by neural network?
Soft Comput., January, 2024

Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT.
IEEE Trans. Netw. Sci. Eng., 2024

Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models.
IEEE Trans. Inf. Forensics Secur., 2024

Conditional Privacy-Preserving Multi-Domain Authentication and Pseudonym Management for 6G-Enabled IoV.
IEEE Trans. Inf. Forensics Secur., 2024

Local differential privacy and its applications: A comprehensive survey.
Comput. Stand. Interfaces, 2024

PrivTuner with Homomorphic Encryption and LoRA: A P3EFT Scheme for Privacy-Preserving Parameter-Efficient Fine-Tuning of AI Foundation Models.
CoRR, 2024

Parameter Training Efficiency Aware Resource Allocation for AIGC in Space-Air-Ground Integrated Networks.
CoRR, 2024

Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation.
CoRR, 2024

Self-Evolving Wireless Communications: A Novel Intelligence Trend for 6G and Beyond.
CoRR, 2024

STBA: Towards Evaluating the Robustness of DNNs for Query-Limited Black-box Scenario.
CoRR, 2024

User Connection and Resource Allocation Optimization in Blockchain Empowered Metaverse over 6G Wireless Communications.
CoRR, 2024

Orchestration of Emulator Assisted 6G Mobile Edge Tuning for AI Foundation Models: A Multi-Agent Deep Reinforcement Learning Approach.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Offloading and Quality Control for AI Generated Content Services in 6G Mobile Edge Computing Networks.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

The Convergence of Artificial Intelligence Foundation Models and 6G Wireless Communication Networks.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

User Association and Resource Allocation in Large Language Model Based Mobile Edge Computing System over 6G Wireless Communications.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Resource Allocation in Large Language Model Integrated 6G Vehicular Networks.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Resource Allocation and Secure Wireless Communication in the Large Model based Mobile Edge Computing System.
Proceedings of the Twenty-fifth International Symposium on Theory, 2024

Data Processing Efficiency Aware User Association and Resource Allocation in Blockchain Enabled Metaverse over Wireless Communications.
Proceedings of the Twenty-fifth International Symposium on Theory, 2024

Resource Allocation for Stable LLM Training in Mobile Edge Computing.
Proceedings of the Twenty-fifth International Symposium on Theory, 2024

Optimization for the Metaverse over Mobile Edge Computing with Play to Earn.
Proceedings of the IEEE INFOCOM 2024, 2024

Counterfactual Reward Estimation for Credit Assignment in Multi-agent Deep Reinforcement Learning over Wireless Video Transmission.
Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

SSTA: Salient Spatially Transformed Attack.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Joint Optimization of Security Strength and Resource Allocation for Computation Offloading in Vehicular Edge Computing.
IEEE Trans. Wirel. Commun., December, 2023

Enhancing Federated Learning With Spectrum Allocation Optimization and Device Selection.
IEEE/ACM Trans. Netw., October, 2023

Queueing Aware Power Minimization for Wireless Communication Aided by Double-Faced Active RIS.
IEEE Trans. Commun., October, 2023

Asynchronous Hybrid Reinforcement Learning for Latency and Reliability Optimization in the Metaverse Over Wireless Communications.
IEEE J. Sel. Areas Commun., July, 2023

Deep reinforcement learning based scheduling strategy for federated learning in sensor-cloud systems.
Future Gener. Comput. Syst., July, 2023

Optimizing the Age of Information in RIS-Aided SWIPT Networks.
IEEE Trans. Veh. Technol., February, 2023

Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning.
IEEE Trans. Inf. Forensics Secur., 2023

Differentially Private Distributed Frequency Estimation.
IEEE Trans. Dependable Secur. Comput., 2023

A Hybrid Framework of Reinforcement Learning and Convex Optimization for UAV-Based Autonomous Metaverse Data Collection.
IEEE Netw., 2023

A strategy learning framework for particle swarm optimization algorithm.
Inf. Sci., 2023

Correction to "Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices".
IEEE Internet Things J., 2023

A Random Access Scheme for Federated Learning Over Massive MIMO Systems.
IEEE Internet Things J., 2023

SSTA: Salient Spatially Transformed Attack.
CoRR, 2023

Offloading and Quality Control for AI Generated Content Services in Edge Computing Networks.
CoRR, 2023

Transforms for Multiplicative and Fractional Programming with Broad Applications in Edge Computing and Communication Networks.
CoRR, 2023

Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions.
CoRR, 2023

User Association and Resource Allocation in Large Language Model Based Mobile Edge Computing System over Wireless Communications.
CoRR, 2023

Orchestration of Emulator Assisted Mobile Edge Tuning for AI Foundation Models: A Multi-Agent Deep Reinforcement Learning Approach.
CoRR, 2023

FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing.
CoRR, 2023

User Assignment and Resource Allocation for Hierarchical Federated Learning over Wireless Networks.
CoRR, 2023

Semantic communications, semantic edge computing, and semantic caching.
CoRR, 2023

Detection of Uncertainty in Exceedance of Threshold (DUET): An Adversarial Patch Localizer.
CoRR, 2023

Play to Earn in the Metaverse with Mobile Edge Computing over Wireless Networks: A Deep Reinforcement Learning Approach.
CoRR, 2023

User-centric Heterogeneous-action Deep Reinforcement Learning for Virtual Reality in the Metaverse over Wireless Networks.
CoRR, 2023

UAV aided Metaverse over Wireless Communications: A Reinforcement Learning Approach.
CoRR, 2023

Mobile Edge Computing and AI Enabled Web3 Metaverse over 6G Wireless Communications: A Deep Reinforcement Learning Approach.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Utility-Oriented Wireless Communications for 6G Networks: Semantic Information Transfer for IRS aided Vehicular Metaverse.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

QoS Aware Resource Management in Mobile Edge Computing for Emerging Artificial Intelligence (AI) Applications.
Proceedings of the 19th International Conference on Mobility, Sensing and Networking, 2023

Optimizing Utility-Energy Efficiency for the Metaverse over Wireless Networks under Physical Layer Security.
Proceedings of the Twenty-fourth International Symposium on Theory, 2023

Multi-Agent Deep Reinforcement Learning for Digital Twin over 6G Wireless Communication in the Metaverse.
Proceedings of the IEEE INFOCOM 2023, 2023

SCME: A Self-contrastive Method for Data-Free and Query-Limited Model Extraction Attack.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Semantic Communications, Semantic Edge Computing, and Semantic Caching with Applications to the Metaverse and 6G Mobile Networks.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Utility-Oriented Communications for 6G Mobile Networks and the Metaverse: Semantic, Task-Oriented, Goal-Oriented, and More.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Quantum Multi-Agent Reinforcement Learning as an Emerging AI Technology: A Survey and Future Directions.
Proceedings of the International Conference on Computer and Applications, 2023

Deepfakes, Misinformation, and Disinformation in the Era of Frontier AI, Generative AI, and Large AI Models.
Proceedings of the International Conference on Computer and Applications, 2023

A Survey on the Applications of Frontier AI, Foundation Models, and Large Language Models to Intelligent Transportation Systems.
Proceedings of the International Conference on Computer and Applications, 2023

Resource Allocation of Federated Learning Assisted Mobile Augmented Reality System in the Metaverse.
Proceedings of the IEEE International Conference on Communications, 2023

Traffic Aware Power Saving Communication Assisted By Double-Faced Active RIS.
Proceedings of the IEEE International Conference on Communications, 2023

Virtual Reality in Metaverse Over Wireless Networks with User-Centered Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Communications, 2023

Mobile Edge Adversarial Detection for Digital Twinning to the Metaverse with Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Communications, 2023

Towards Adversarially Robust Continual Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

Heterogeneous 360 Degree Videos in Metaverse: Differentiated Reinforcement Learning Approaches.
Proceedings of the IEEE Global Communications Conference, 2023

Semantic-Aware Remote State Estimation in Digital Twin with Minimizing Age of Incorrect Information.
Proceedings of the IEEE Global Communications Conference, 2023

UAV-Assisted Semantic Communication with Hybrid Action Reinforcement Learning.
Proceedings of the IEEE Global Communications Conference, 2023

Resource Allocation for Semantic Communication Under Physical-layer Security.
Proceedings of the IEEE Global Communications Conference, 2023

Optimization in Mobile Augmented Reality Systems for the Metaverse Over Wireless Communications.
Proceedings of the IEEE Global Communications Conference, 2023

Reconfigurable Intelligent Surface aided Wireless Powered Mobile Edge Computing.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022
Slicing-Based Software-Defined Mobile Edge Computing in the Air.
IEEE Wirel. Commun., 2022

Blockchain and 6G: The Future of Secure and Ubiquitous Communication.
IEEE Wirel. Commun., 2022

Distributed Deep Reinforcement Learning-Based Spectrum and Power Allocation for Heterogeneous Networks.
IEEE Trans. Wirel. Commun., 2022

Joint Node Activation, Beamforming and Phase-Shifting Control in IoT Sensor Network Assisted by Reconfigurable Intelligent Surface.
IEEE Trans. Wirel. Commun., 2022

Joint Transmit Precoding and Reflect Beamforming Design for IRS-Assisted MIMO Cognitive Radio Systems.
IEEE Trans. Wirel. Commun., 2022

Reconfigurable Intelligent Surface-Assisted Secure Mobile Edge Computing Networks.
IEEE Trans. Veh. Technol., 2022

Secure Hot Path Crowdsourcing With Local Differential Privacy Under Fog Computing Architecture.
IEEE Trans. Serv. Comput., 2022

Vehicle Selection and Resource Optimization for Federated Learning in Vehicular Edge Computing.
IEEE Trans. Intell. Transp. Syst., 2022

Intelligent Reflecting Surface-Assisted Bistatic Backscatter Networks: Joint Beamforming and Reflection Design.
IEEE Trans. Green Commun. Netw., 2022

On Secure Communication in Sensor Networks Under q-Composite Key Predistribution With Unreliable Links.
IEEE Trans. Commun., 2022

Poisson kernel: Avoiding self-smoothing in graph convolutional networks.
Pattern Recognit., 2022

Slicing-Based Reliable Resource Orchestration for Secure Software-Defined Edge-Cloud Computing Systems.
IEEE Internet Things J., 2022

Adaptive Resource Allocation in SWIPT-Enabled Cognitive IoT Networks.
IEEE Internet Things J., 2022

A GCICA Grant-Free Random Access Scheme for M2M Communications in Crowded Massive MIMO Systems.
IEEE Internet Things J., 2022

Blockchain for Edge of Things: Applications, Opportunities, and Challenges.
IEEE Internet Things J., 2022

Toward Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems: A GAN-Based Method.
IEEE Internet Things J., 2022

Inconspicuous Adversarial Patches for Fooling Image-Recognition Systems on Mobile Devices.
IEEE Internet Things J., 2022

Foreground-guided textural-focused person re-identification.
Neurocomputing, 2022

Unified, User and Task (UUT) Centered Artificial Intelligence for Metaverse Edge Computing.
CoRR, 2022

Mobile Edge Computing for the Metaverse.
CoRR, 2022

Mobile Augmented Reality with Federated Learning in the Metaverse.
CoRR, 2022

Resource Allocation of Federated Learning for the Metaverse with Mobile Augmented Reality.
CoRR, 2022

Privacy-Preserving Aggregation in Federated Learning: A Survey.
CoRR, 2022

Mobile Edge Computing, Metaverse, 6G Wireless Communications, Artificial Intelligence, and Blockchain: Survey and Their Convergence.
Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

Facial Landmark Predictions with Applications to Metaverse.
Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

Resource Allocation for Mobile Metaverse with the Internet of Vehicles over 6G Wireless Communications: A Deep Reinforcement Learning Approach.
Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

Edge-Cloud Cooperation for DNN Inference via Reinforcement Learning and Supervised Learning.
Proceedings of the 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2022

Time Minimization in Hierarchical Federated Learning.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Joint Optimization of Energy Consumption and Completion Time in Federated Learning.
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

Resource Allocation and Resolution Control in the Metaverse with Mobile Augmented Reality.
Proceedings of the IEEE Global Communications Conference, 2022

Joint Scheduling and Beamforming Design in Traffic-Aware RIS Aided MEC Network.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

A Survey of Mobile Edge Computing for the Metaverse: Architectures, Applications, and Challenges.
Proceedings of the 8th IEEE International Conference on Collaboration and Internet Computing, 2022

Detection of Uncertainty in Exceedance of Threshold (DUET): An Adversarial Patch Localizer.
Proceedings of the IEEE/ACM International Conference on Big Data Computing, 2022

2021
Code for: PrivBayes - Private Data Release via Bayesian Networks.
Dataset, December, 2021

Uplink Achievable Rate Maximization for Reconfigurable Intelligent Surface Aided Millimeter Wave Systems With Resolution-Adaptive ADCs.
IEEE Wirel. Commun. Lett., 2021

Deep Reinforcement Learning Based Massive Access Management for Ultra-Reliable Low-Latency Communications.
IEEE Trans. Wirel. Commun., 2021

Deep Reinforcement Learning-Based Intelligent Reflecting Surface for Secure Wireless Communications.
IEEE Trans. Wirel. Commun., 2021

Intelligent Reflecting Surface Assisted Anti-Jamming Communications: A Fast Reinforcement Learning Approach.
IEEE Trans. Wirel. Commun., 2021

Reconfigurable Intelligent Surfaces Aided mmWave NOMA: Joint Power Allocation, Phase Shifts, and Hybrid Beamforming Optimization.
IEEE Trans. Wirel. Commun., 2021

Mobile User Trajectory Tracking for IRS Enabled Wireless Networks.
IEEE Trans. Veh. Technol., 2021

Joint Active and Passive Beamforming Design for the IRS-Assisted MIMOME-OFDM Secure Communications.
IEEE Trans. Veh. Technol., 2021

A Novel Grant-Based Pilot Access Scheme for Crowded Massive MIMO Systems.
IEEE Trans. Veh. Technol., 2021

Contract Design in Hierarchical Game for Sponsored Content Service Market.
IEEE Trans. Mob. Comput., 2021

Enabling Cross-Chain Transactions: A Decentralized Cryptocurrency Exchange Protocol.
IEEE Trans. Inf. Forensics Secur., 2021

Residual-Sparse Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frame.
IEEE Trans. Fuzzy Syst., 2021

Intelligent Reflecting Surface Aided MISO Uplink Communication Network: Feasibility and Power Minimization for Perfect and Imperfect CSI.
IEEE Trans. Commun., 2021

Intelligent Reflecting Surface-Aided Joint Processing Coordinated Multipoint Transmission.
IEEE Trans. Commun., 2021

Reconfigurable Intelligent Surface Aided Power Control for Physical-Layer Broadcasting.
IEEE Trans. Commun., 2021

Reflection Resource Management for Intelligent Reflecting Surface Aided Wireless Networks.
IEEE Trans. Commun., 2021

Deep robust multilevel semantic hashing for multi-label cross-modal retrieval.
Pattern Recognit., 2021

Spectrum Sharing for 6G Integrated Satellite-Terrestrial Communication Networks Based on NOMA and CR.
IEEE Netw., 2021

Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management.
IEEE J. Sel. Areas Commun., 2021

Synthetic Data Generation with Differential Privacy via Bayesian Networks.
J. Priv. Confidentiality, 2021

Local Differential Privacy-Based Federated Learning for Internet of Things.
IEEE Internet Things J., 2021

A Blockchain-Based Approach for Saving and Tracking Differential-Privacy Cost.
IEEE Internet Things J., 2021

Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices.
IEEE Internet Things J., 2021

DPCrowd: Privacy-Preserving and Communication-Efficient Decentralized Statistical Estimation for Real-Time Crowdsourced Data.
IEEE Internet Things J., 2021

Blockchain for Future Smart Grid: A Comprehensive Survey.
IEEE Internet Things J., 2021

Blockchain for the Internet of Vehicles Towards Intelligent Transportation Systems: A Survey.
IEEE Internet Things J., 2021

Price and capacity decisions in a telemedicine service system under government subsidy policy.
Int. J. Prod. Res., 2021

Local Differential Privacy for data collection and analysis.
Neurocomputing, 2021

A novel random access scheme for M2M communication in crowded asynchronous massive MIMO systems.
IET Commun., 2021

Secure Beamforming for Multiple Intelligent Reflecting Surfaces Aided mmWave Systems.
IEEE Commun. Lett., 2021

Secrecy Rate Maximization for Reconfigurable Intelligent Surface Aided Millimeter Wave System With Low-Resolution DACs.
IEEE Commun. Lett., 2021

Towards Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems: A GAN-based Method.
CoRR, 2021

Adversarial Purification through Representation Disentanglement.
CoRR, 2021

Fair and Differentially Private Distributed Frequency Estimation.
CoRR, 2021

Deep Reinforcement Learning Based Resource Allocation for Heterogeneous Networks.
Proceedings of the 17th International Conference on Wireless and Mobile Computing, 2021

IRS-Assisted Millimeter Wave Communications: Joint Power Allocation and Beamforming Design.
Proceedings of the IEEE Wireless Communications and Networking Conference Workshops, 2021

Privacy-Enhanced Federated Learning with Weighted Aggregation.
Proceedings of the Security and Privacy in Social Networks and Big Data, 2021

A Data-Free Approach for Targeted Universal Adversarial Perturbation.
Proceedings of the Science of Cyber Security - Third International Conference, 2021

UAV-Assisted 5G/6G Networks: Joint Scheduling and Resource Allocation Based on Asynchronous Reinforcement Learning.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Multi-Task Deep Neural Networks for Multi-Document Reading Comprehension.
Proceedings of the International Joint Conference on Neural Networks, 2021

Recent Advances in Adversarial Training for Adversarial Robustness.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

AI-GAN: Attack-Inspired Generation of Adversarial Examples.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Joint Scheduling Design in Wireless Powered MEC IoT Networks Aided by Reconfigurable Intelligent Surface.
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

6G Downlink Transmission via Rate Splitting Space Division Multiple Access Based on Grouped Code Index Modulation.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Intelligent Reflecting Surface Aided MISO Uplink Wireless Network: Feasibility and Power Control.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Joint Time Allocation and Beamforming Design for IRS-Aided Coexistent Cellular and Sensor Networks.
Proceedings of the IEEE Global Communications Conference, 2021

3D Beamforming Based on Deep Learning for Secure Communication in 5G and Beyond Wireless Networks.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

Joint Transmit Precoding and Reflect Beamforming for IRS-Assisted MIMO-OFDM Secure Communications.
Proceedings of the IEEE Global Communications Conference, 2021

A Robustly Optimized BERT Pre-training Approach with Post-training.
Proceedings of the Chinese Computational Linguistics - 20th China National Conference, 2021

Generating Adversarial yet Inconspicuous Patches with a Single Image (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Threats to Federated Learning.
Proceedings of the Federated Learning - Privacy and Incentive, 2020

Reward Optimization for Content Providers With Mobile Data Subsidization: A Hierarchical Game Approach.
IEEE Trans. Netw. Sci. Eng., 2020

Artificial-Intelligence-Enabled Intelligent 6G Networks.
IEEE Netw., 2020

Dynamic discovery of favorite locations in spatio-temporal social networks.
Inf. Process. Manag., 2020

Sum-Rate Maximization for UAV-Assisted Visible Light Communications Using NOMA: Swarm Intelligence Meets Machine Learning.
IEEE Internet Things J., 2020

ANL: Anti-Noise Learning for Cross-Domain Person Re-Identification.
CoRR, 2020

LSTM-Aided Hybrid Random Access Scheme for 6G Heterogeneous MTC Networks.
CoRR, 2020

Blockchain-Based Approach for Securing Spectrum Trading in Multibeam Satellite Systems.
CoRR, 2020

Privacy and Robustness in Federated Learning: Attacks and Defenses.
CoRR, 2020

Recent Advances in Understanding Adversarial Robustness of Deep Neural Networks.
CoRR, 2020

Secure Weighted Aggregation in Federated Learning.
CoRR, 2020

Intelligent reflecting surface aided wireless networks-Harris Hawks optimization for beamforming design.
CoRR, 2020

DPCrowd: Privacy-preserving and Communication-efficient Decentralized Statistical Estimation for Real-time Crowd-sourced Data.
CoRR, 2020

FTN: Foreground-Guided Texture-Focused Person Re-Identification.
CoRR, 2020

Feature Distillation With Guided Adversarial Contrastive Learning.
CoRR, 2020

Generating Adversarial yet Inconspicuous Patches with a Single Image.
CoRR, 2020

MAT: Motion-Aware Multi-Object Tracking.
CoRR, 2020

Local Differential Privacy and Its Applications: A Comprehensive Survey.
CoRR, 2020

Clustering and Power Allocation for UAV-assisted NOMA-VLC Systems: A Swarm Intelligence Approach.
CoRR, 2020

Responsive Web User Interface to Recover Training Data from User Gradients in Federated Learning.
CoRR, 2020

Blockchain-Based Differential Privacy Cost Management System.
CoRR, 2020

Enabling Cross-chain Transactions: A Decentralized Cryptocurrency Exchange Protocol.
CoRR, 2020

Refinements in Motion and Appearance for Online Multi-Object Tracking.
CoRR, 2020

Residual-Sparse Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet frames.
CoRR, 2020

Deep Robust Multilevel Semantic Cross-Modal Hashing.
CoRR, 2020

AI-GAN: Attack-Inspired Generation of Adversarial Examples.
CoRR, 2020

A Blockchain-Based Approach for Saving and Tracking Differential-Privacy Cost.
CoRR, 2020

Blockchain-Enabled Federated Learning With Mechanism Design.
IEEE Access, 2020

Resource Allocation in Mobility-Aware Federated Learning Networks: A Deep Reinforcement Learning Approach.
Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

Towards Distributed Privacy-Preserving Prediction.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Seasonal Self-evolving Neural Networks Based Short-term Wind Farm Generation Forecast.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

FinBERT: A Pre-trained Financial Language Representation Model for Financial Text Mining.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

An Analysis of Blockchain Consistency in Asynchronous Networks: Deriving a Neat Bound.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Secrecy Rate Maximization for Intelligent Reflecting Surface Aided SWIPT Systems.
Proceedings of the 9th IEEE/CIC International Conference on Communications in China, 2020

Intelligent Reflecting Surface Aided Network: Power Control for Physical-Layer Broadcasting.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Reconfigurable Intelligent Surface for MISO Systems with Proportional Rate Constraints.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Deep Reinforcement Learning Based Intelligent Reflecting Surface for Secure Wireless Communications.
Proceedings of the IEEE Global Communications Conference, 2020

Intelligent Reflecting Surface Assisted Anti-Jamming Communications Based on Reinforcement Learning.
Proceedings of the IEEE Global Communications Conference, 2020

Intelligent Reflecting Surface-Aided Backscatter Communications.
Proceedings of the IEEE Global Communications Conference, 2020

Resource Allocation for Intelligent Reflecting Surface Aided Cooperative Communications.
Proceedings of the IEEE Global Communications Conference, 2020

A Stackelberg Game Approach to Resource Allocation for IRS-aided Communications.
Proceedings of the IEEE Global Communications Conference, 2020

Semantics-Reinforced Networks for Question Generation.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

BiSample: Bidirectional Sampling for Handling Missing Data with Local Differential Privacy.
Proceedings of the Database Systems for Advanced Applications, 2020

Dual Head-wise Coattention Network for Machine Comprehension with Multiple-Choice Questions.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

POSTER: Attacks to Federated Learning: Responsive Web User Interface to Recover Training Data from User Gradients.
Proceedings of the ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, 2020

POSTER: Blockchain-Based Differential Privacy Cost Management System.
Proceedings of the ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, 2020

Towards the Future Data Market: Reward Optimization in Mobile Data Subsidization.
Proceedings of the 6GN for Future Wireless Networks - Third EAI International Conference, 2020

2019
Toward Secure Blockchain-Enabled Internet of Vehicles: Optimizing Consensus Management Using Reputation and Contract Theory.
IEEE Trans. Veh. Technol., 2019

Security modeling and efficient computation offloading for service workflow in mobile edge computing.
Future Gener. Comput. Syst., 2019

Reviewing and Improving the Gaussian Mechanism for Differential Privacy.
CoRR, 2019

Preserving privacy enables "co-existence equilibrium" of competitive diffusion in social networks.
CoRR, 2019

Conditional Analysis for Key-Value Data with Local Differential Privacy.
CoRR, 2019

Mobile Edge Computing, Blockchain and Reputation-based Crowdsourcing IoT Federated Learning: A Secure, Decentralized and Privacy-preserving System.
CoRR, 2019

Locally Differentially Private Data Collection and Analysis.
CoRR, 2019

Task Allocation and Mobile Base Station Deployment in Wireless Powered Spatial Crowdsourcing.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Efficient Estimation of Heat Kernel PageRank for Local Clustering.
Proceedings of the 2019 International Conference on Management of Data, 2019

Adaptive Differentially Private Data Stream Publishing in Spatio-temporal Monitoring of IoT.
Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

Synthesizing Wider WiFi Bandwidth for Respiration Rate Monitoring in Dynamic Environments.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Collecting and Analyzing Multidimensional Data with Local Differential Privacy.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Design of Contract-Based Sponsorship Scheme in Stackelberg Game for Sponsored Content Market.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Differentially Private Collaborative Learning for the IoT Edge.
Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks, 2019

Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Seeking powerful information initial spreaders in online social networks: a dense group perspective.
Wirel. Networks, 2018

Transitional Behavior of q-Composite Random Key Graphs With Applications to Networked Control.
IEEE Trans. Control. Netw. Syst., 2018

Analyzing Connectivity of Heterogeneous Secure Sensor Networks.
IEEE Trans. Control. Netw. Syst., 2018

Towards Secure Blockchain-enabled Internet of Vehicles: Optimizing Consensus Management Using Reputation and Contract Theory.
CoRR, 2018

A Survey of Blockchain Applications in Different Domains.
Proceedings of the 2018 International Conference on Blockchain Technology and Application, 2018

Analyzing the Robustness of Deep Learning Against Adversarial Examples.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017
Information-Centric Networks With Correlated Mobility.
IEEE Trans. Veh. Technol., 2017

Preserving Privacy Enables "Coexistence Equilibrium" of Competitive Diffusion in Social Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2017

Analyzing Resilience of Interest-Based Social Networks Against Node and Link Failures.
IEEE Trans. Signal Inf. Process. over Networks, 2017

Topological Properties of Secure Wireless Sensor Networks Under the q-Composite Key Predistribution Scheme With Unreliable Links.
IEEE/ACM Trans. Netw., 2017

Probabilistic Key Predistribution in Mobile Networks Resilient to Node-Capture Attacks.
IEEE Trans. Inf. Theory, 2017

k-Connectivity in Random K-Out Graphs Intersecting Erdős-Rényi Graphs.
IEEE Trans. Inf. Theory, 2017

On Resilience and Connectivity of Secure Wireless Sensor Networks Under Node Capture Attacks.
IEEE Trans. Inf. Forensics Secur., 2017

On Connectivity and Robustness in Random Intersection Graphs.
IEEE Trans. Autom. Control., 2017

Adaptive Statistical Learning with Bayesian Differential Privacy.
Proceedings of the 2017 on Workshop on Privacy in the Electronic Society, Dallas, TX, USA, October 30, 2017

Composition properties of Bayesian differential privacy.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Secure Connectivity of Wireless Sensor Networks Under Key Predistribution with on/off Channels.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Modeling interest-based social networks: Superimposing Erdős-Rényi graphs over random intersection graphs.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Designing secure networks with q-composite key predistribution under different link constraints.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Dependent Differential Privacy for Correlated Data.
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017

Relations among different privacy notions.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016
Selective AP-Sequence Based Indoor Localization without Site Survey.
Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016

A comprehensive guideline for choosing parameters in the Eschenauer-Gligor key predistribution.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Initial spreaders in online social networks.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
Toward k-Connectivity of the Random Graph Induced by a Pairwise Key Predistribution Scheme With Unreliable Links.
IEEE Trans. Inf. Theory, 2015

k-Connectivity in Random Key Graphs With Unreliable Links.
IEEE Trans. Inf. Theory, 2015

Random intersection graphs and their applications in security, wireless communication, and social networks.
CoRR, 2015

Monotone Increasing Properties and Their Phase Transitions in Uniform Random Intersection Graphs.
CoRR, 2015

k-Connectivity of Random Key Graphs.
CoRR, 2015

Threshold Functions in Random s-Intersection Graphs.
CoRR, 2015

On connectivity in a general random intersection graph.
CoRR, 2015

Exact analysis of k-connectivity in secure sensor networks with unreliable links.
Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, 2015

Designing secure and reliable wireless sensor networks under a pairwise key predistribution scheme.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Critical behavior in heterogeneous random key graphs.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Parameter control in predistribution schemes of cryptographic keys.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

On <i>k</i>-Connectivity and Minimum Vertex Degree in Random <i>s</i>-Intersection Graphs.
Proceedings of the Twelfth Workshop on Analytic Algorithmics and Combinatorics, 2015

Threshold functions in random s-intersection graphs.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Sharp transitions in random key graphs.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

On the resilience to node capture attacks of secure wireless sensor networks.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

The absence of isolated node in geometric random graphs.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014
On asymptotically exact probability of $k$-connectivity in random key graphs intersecting Erdős-Rényi graphs.
CoRR, 2014

Towards $k$-connectivity of the random graph induced by a pairwise key predistribution scheme with unreliable links.
CoRR, 2014

On $k$-connectivity and minimum vertex degree in random $s$-intersection graphs.
CoRR, 2014

Minimum node degree and k-connectivity in wireless networks with unreliable links.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

On secure and reliable communications in wireless sensor networks: Towards k-connectivity under a random pairwise key predistribution scheme.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

On topological properties of wireless sensor networks under the q-composite key predistribution scheme with on/off channels.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

On the strengths of connectivity and robustness in general random intersection graphs.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Connectivity in secure wireless sensor networks under transmission constraints.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
ReDABLS: Revisiting Device Attestation with Bounded Leakage of Secrets.
Proceedings of the Security Protocols XXI, 2013

Secure k-connectivity in wireless sensor networks under an on/off channel model.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012
k-Connectivity in Secure Wireless Sensor Networks with Physical Link Constraints - The On/Off Channel Model
CoRR, 2012

Multi-path routing in Spatial Wireless Ad Hoc networks.
Comput. Electr. Eng., 2012

2011
Impact of Mobility and Heterogeneity on Coverage and Energy Consumption in Wireless Sensor Networks.
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

2010
Multicast Scaling Laws with Hierarchical Cooperation.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

2009
Brief Encounters with a Random Key Graph.
Proceedings of the Security Protocols XVII, 2009


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