Bo Liu

Orcid: 0000-0002-3603-6617

Affiliations:

University of Technology Sydney, School of Computer Science, NSW, Australia
La Trobe University, Department of Engineering, Melbourne, VIC, Australia
Deakin University, School of Information Technology, Burwood, VIC, Australia (2014 - 2017)
Shanghai Jiao Tong University, Shanghai, China (PhD 2010)

According to our database¹, Bo Liu authored at least 129 papers between 2008 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2023

Trusted AI in Multiagent Systems: An Overview of Privacy and Security for Distributed Learning.

[BibT_eX]

[DOI]

Proc. IEEE, September, 2023

Wireless Resources Cooperation of Assembled Small UAVs for Data Collections of IoT.

[BibT_eX]

[DOI]

IEEE Internet Things J., June, 2023

Face image de-identification by feature space adversarial perturbation.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., February, 2023

Label-Only Model Inversion Attacks: Attack With the Least Information.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

Label-Only Membership Inference Attacks and Defenses in Semantic Segmentation Models.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2023

RDP-GAN: A Rényi-Differential Privacy Based Generative Adversarial Network.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2023

CIFair: Constructing continuous domains of invariant features for image fair classifications.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2023

Proactive Deepfake Defence via Identity Watermarking.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

TI<sup>2</sup>Net: Temporal Identity Inconsistency Network for Deepfake Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Achieving Privacy-Preserving Multi-View Consistency with Advanced 3D-Aware Face De-identification.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Asia 2023, 2023

Divide and Conquer: a Two-Step Method for High Quality Face De-identification with Model Explainability.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Federated Learning Technology in Serial Topology for IoT Networks.

[BibT_eX]

[DOI]

Jianhang Sheng

Jian Xiong

Bo Liu

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023

Regional Scanning Strategy of UAV Cluster Platform for Mobile Emergency Broadcasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023

2022

One Parameter Defense - Defending Against Data Inference Attacks via Differential Privacy.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2022

IdentityMask: Deep Motion Flow Guided Reversible Face Video De-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Efficient and Privacy-Preserving Blockchain-Based Multifactor Device Authentication Protocol for Cross-Domain IIoT.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

IdentityDP: Differential private identification protection for face images.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Contribution-based Federated Learning client selection.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2022

When Machine Learning Meets Privacy: A Survey and Outlook.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2022

How Does a Deep Learning Model Architecture Impact Its Privacy?

[BibT_eX]

[DOI]

CoRR, 2022

Label-only Model Inversion Attack: The Attack that Requires the Least Information.

[BibT_eX]

[DOI]

CoRR, 2022

Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Private-encoder: Enforcing privacy in latent space for human face images.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2022

Visual privacy attacks and defenses in deep learning: a survey.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2022

Hiding Among Your Neighbors: Face Image Privacy Protection with Differential Private k-anonymity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2022

2021

Cooperative Caching Services on High-Speed Train by Reverse Auction.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2021

Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

Privacy Preserving Location Data Publishing: A Machine Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

GAN-Based Differential Private Image Privacy Protection Framework for the Internet of Multimedia Things.

[BibT_eX]

[DOI]

Sensors, 2021

A Privacy-Aware PUFs-Based Multiserver Authentication Protocol in Cloud-Edge IoT Systems Using Blockchain.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

DP-Image: Differential Privacy for Image Data in Feature Space.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Motion Flow Aided Face Video De-identification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Visual Communications and Image Processing, 2021

A Hybrid Spatiotemporal Attack in Continuous LBS Queries.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2021

Personalized and Invertible Face De-identification by Disentangled Identity Information Manipulation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

UAV Resource Cooperation Based on Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2021

2020

Distributed Caching Mechanism for Popular Services Distribution in Converged Overlay Networks.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2020

Throughput Analysis of Buffer-Aided Decode-and-Forward Wireless Relaying with RF Energy Harvesting.

[BibT_eX]

[DOI]

Sensors, 2020

Discrete Laplacian Operator and Its Applications in Signal Processing.

[BibT_eX]

[DOI]

Waseem Waheed

Guang Deng

Bo Liu

IEEE Access, 2020

A Hybrid Model for Natural Face De-Identiation with Adjustable Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Hiding Private Information in Images From AI.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

On Channel Classification by Using DTMB Signal.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2020

Video Cooperative Caching in High-Speed Train by using Differential Evolution Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2020

2019

Malicious Attack Propagation and Source Identification

[BibT_eX]

[DOI]

Advances in Information Security 73, Springer, ISBN: 978-3-030-02178-8, 2019

Cache-Based Popular Services Pushing on High-Speed Train by Using Converged Broadcasting and Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2019

Machine Learning Aided Anonymization of Spatiotemporal Trajectory Datasets.

[BibT_eX]

[DOI]

CoRR, 2019

Adversaries or allies? Privacy and deep learning in big data era.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2019

Deep Feature Guided Image Retargeting.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Protecting Privacy-Sensitive Locations in Trajectories with Correlated Positions.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

A Novel Random Access Mechanism based on Real-time Access Intensity Detection.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2019

Protecting Multimedia Privacy from Both Humans and AI.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2019

On Hit Rate Improving and Energy Consumption Minimizing in Cache-Based Convergent Overlay Network on High-speed Train.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2019

2018

Equilibriums in the Mobile-Virtual-Network-Operator-Oriented Data Offloading.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

Malware Propagations in Wireless Ad Hoc Networks.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2018

Spread Spectrum Audio Watermarking Using Multiple Orthogonal PN Sequences and Variable Embedding Strengths and Polarities.

[BibT_eX]

[DOI]

Yong Xiang

Iynkaran Natgunanathan

Dezhong Peng

Guang Hua

Bo Liu

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Low-Cost and Confidentiality-Preserving Data Acquisition for Internet of Multimedia Things.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2018

Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model.

[BibT_eX]

[DOI]

CoRR, 2018

QoE-Driven Big Data Architecture for Smart City.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

Differential Private POI Queries via Johnson-Lindenstrauss Transform.

[BibT_eX]

[DOI]

IEEE Access, 2018

Machine Learning Differential Privacy With Multifunctional Aggregation in a Fog Computing Architecture.

[BibT_eX]

[DOI]

IEEE Access, 2018

Location Privacy and Its Applications: A Systematic Study.

[BibT_eX]

[DOI]

IEEE Access, 2018

Channel Estimation over Doubly Selective Channels Based on Basis Expansion Model and Compressive Sensing.

[BibT_eX]

[DOI]

Proceedings of the Digital TV and Multimedia Communication - 15th International Forum, 2018

QoE-Based Big Data Analysis with Deep Learning in Pervasive Edge Environment.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Using Adversarial Noises to Protect Privacy in Deep Learning Era.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

On Popular Services Pushing and Distributed Caching in Converged Overlay Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2018

On Services Unequal Error Protecting and Pushing by Using Terrestrial Broadcasting Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2018

Location Privacy in Mobile Applications

[BibT_eX]

[DOI]

Springer, ISBN: 978-981-13-1704-0, 2018

2017

Movement-Based Incentive for Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

Invisible Hand: A Privacy Preserving Mobile Crowd Sensing Framework Based on Economic Models.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

QoS-Driven Efficient Client Association in High-Density Software-Defined WLAN.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

Using epidemic betweenness to measure the influence of users in complex networks.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2017

FogRoute: DTN-Based Data Dissemination Model in Fog Computing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2017

Home Location Protection in Mobile Social Networks: A Community Based Method (Short Paper).

[BibT_eX]

[DOI]

Proceedings of the Information Security Practice and Experience, 2017

A reliable task assignment strategy for spatial crowdsourcing in big data environment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

A Multiobjective Evolution Algorithm Based Rule Certainty Updating Strategy in Big Data Environment.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

On services pushing and caching in high-speed train by using converged broadcasting and cellular networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2017

2016

Caching algorithms for broadcasting and multicasting in disruption tolerant networks.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2016

A QoE centric distributed caching approach for vehicular video streaming in cellular networks.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2016

Practical Asynchronous Neighbor Discovery in Ad Hoc Networks With Directional Antennas.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

Silence is Golden: Enhancing Privacy of Location-Based Services by Content Broadcasting and Active Caching in Wireless Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

K-Source: Multiple source selection for traffic offloading in mobile social networks.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

Cournot equilibrium in the mobile virtual network operator oriented oligopoly offloading market.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Multi-path routing for video streaming in multi-radio multi-channel wireless mesh networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Movement-based incentive for cellular traffic offloading through D2D communications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2016

A capacity improving and energy saving scheduling scheme in push-based converged wireless broadcasting and cellular networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2016

2015

Spatial Coordinated Medium Sharing: Optimal Access Control Management in Drive-Thru Internet.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2015

Providing Vehicular Infotainment Service Using VHF/UHF TV Bands via Spatial Spectrum Reuse.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2015

Mobility Increases the Risk of Malware Propagations in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Engineering Link Utilization in Cellular Offloading Oriented VANETs.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

Efficient caching scheme for data access in disruption tolerant networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2015

2014

A Low-Complexity Compressive Sensing Algorithm for PAPR Reduction.

[BibT_eX]

[DOI]

Wirel. Pers. Commun., 2014

A Cooperative Matching Approach for Resource Management in Dynamic Spectrum Access Networks.

[BibT_eX]

[DOI]

Xuemin (Sherman) Shen

Quan Yu

IEEE Trans. Wirel. Commun., 2014

ChainCluster: Engineering a Cooperative Content Distribution Framework for Highway Vehicular Communications.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2014

LDPC-RS Product Codes for Digital Terrestrial Broadcasting Transmission System.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2014

Interest-based content delivery in wireless mesh networks with hybrid antenna mode.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

Packet-level clustering for memory-assisted compression of network packets.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

DSMA: Optimal multirate anypath routing in wireless networks with directional antennas.

[BibT_eX]

[DOI]

Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

A QoS supported spectrum allocation scheme for database-assisted secondary access networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/CIC International Conference on Communications in China, 2014

A QoE supportive distributed caching management for vehicular video streaming in cellular networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/CIC International Conference on Communications in China, 2014

An improved congestion control algorithm based on social awareness in Delay Tolerant Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

When vehicles meet TV white space: A QoS guaranteed dynamic spectrum access approach for VANET.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

2013

Neighbor discovery algorithms in directional antenna based synchronous and asynchronous wireless ad hoc networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2013

Adaptive Scan-based Asynchronous Neighbor Discovery in wireless networks using directional antennas.

[BibT_eX]

[DOI]

Yang Wang

Bo Liu

Lin Gui

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013

Throughput evaluation for cooperative drive-thru Internet using microscopic mobility model.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Global Communications Conference, 2013

DAS: A dynamic assignment scheduling algorithm for stream computing in distributed applications.

[BibT_eX]

[DOI]

Kun Wang

Yu Yue

Bo Liu

Proceedings of the 2013 IEEE Global Communications Conference, 2013

Pure asynchronous neighbor discovery algorithms in ad hoc networks using directional antennas.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Global Communications Conference, 2013

Rate-compatible LDPC-RS product codes based on raptor-like LDPC codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013

2012

A Novel Dynamic Spectrum Management and Sharing Approach for the Secondary Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances on Digital Television and Wireless Multimedia Communications, 2012

Training Sample Acquisition Strategy Based Digital Pre-distortion.

[BibT_eX]

[DOI]

Biao Peng

Lin Gui

Bo Liu

Proceedings of the Advances on Digital Television and Wireless Multimedia Communications, 2012

Neighbor discovery algorithms in wireless networks using directional antennas.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

Exploring controllable deterministic bits for LDPC iterative decoding in WiMAX networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Global Communications Conference, 2012

Low-complexity PAPR reduction algorithm in OFDM systems by designing data subcarriers.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Global Communications Conference, 2012

On the performance of LDPC-RS product codes for mobile DTV.

[BibT_eX]

[DOI]

Proceedings of the IEEE international Symposium on Broadband Multimedia Systems and Broadcasting, 2012

2011

Improved shortening algorithm for irregular QC-LDPC codes using known bits.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., 2011

Helicopter-Based Digital Electronic News Gathering (H-DENG) System: Case Study and System Solution.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2011

Improve the Performance of LDPC Coded QAM by Selective Bit Mapping in Terrestrial Broadcasting System.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2011

A QoS constrained cognitive routing algorithm for ad hoc networks based on directional antenna.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Wireless Communications & Signal Processing, 2011

A self-awareness routing scheme with power control for underlay spectrum sharing networks.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Wireless Communications & Signal Processing, 2011

Fast Spectrum Sharing for Cognitive Radio Networks: A Joint Time-Spectrum Perspective.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Neighbor Discovery with Directional Antennas in Mobile Ad-Hoc Networks.

[BibT_eX]

[DOI]

Wei Xiong

Bo Liu

Lin Gui

Proceedings of the Global Communications Conference, 2011

2010

An iterative decoding technique and architecture for RS concatenated TCM coding systems.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., 2010

Single Frequency Network System Coverage and Trial Testing of High Speed Railway Television System.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2010

Mobile Location Finding Using ATSC Mobile/Handheld Digital TV RF Watermark Signals.

[BibT_eX]

[DOI]

Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

Designing LDPC Codes with Gated Noise Model for Terrestrial Mobile DTV Channels.

[BibT_eX]

[DOI]

Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

A Modified Belief Propagation Algorithm Based on Attenuation of the Extrinsic LLR.

[BibT_eX]

[DOI]

Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

2009

Low complexity channel estimation method for TDS-OFDM based Chinese DTTB system.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., 2009

2008

Frequency domain feed-forward filter combined DFE structure in single carrier systems over time-varying channels.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., 2008

On Channel Estimation Method Using Time Domain Sequences in OFDM Systems.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2008

A Novel Method of Frequency-Offset Estimation Using Time Domain PN Sequences in OFDM Systems.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2008

Multithreaded Optimizing Technique for Dynamic Binary Translator CrossBit.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Bo Liu

Timeline

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