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 149 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
PPFed: A Privacy-Preserving and Personalized Federated Learning Framework.
IEEE Internet Things J., June, 2024

Building PUF as a Service: Distributed Authentication and Recoverable Data Sharing With Multidimensional CRPs Security Protection.
IEEE Internet Things J., May, 2024

Proactive image manipulation detection via deep semi-fragile watermark.
Neurocomputing, 2024

MeST-Former: Motion-enhanced Spatiotemporal Transformer for generalizable Deepfake detection.
Neurocomputing, 2024

The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies.
CoRR, 2024

QUEEN: Query Unlearning against Model Extraction.
CoRR, 2024

Unique Security and Privacy Threats of Large Language Model: A Comprehensive Survey.
CoRR, 2024

How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on CNNs and Transformers.
Proceedings of the 33rd USENIX Security Symposium, 2024

When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Identity-Consistent Video De-identification via Diffusion Autoencoders.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2024

Detection of Diffusion Model-Generated Faces by Assessing Smoothness and Noise Tolerance.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2024

MMOOC: A Multimodal Misinformation Dataset for Out-of-Context News Analysis.
Proceedings of the Information Security and Privacy - 29th Australasian Conference, 2024

Face De-identification: Safeguarding Identities in the Digital Era
Springer, ISBN: 978-3-031-58221-9, 2024

2023
Trusted AI in Multiagent Systems: An Overview of Privacy and Security for Distributed Learning.
Proc. IEEE, September, 2023

Wireless Resources Cooperation of Assembled Small UAVs for Data Collections of IoT.
IEEE Internet Things J., June, 2023

Face image de-identification by feature space adversarial perturbation.
Concurr. Comput. Pract. Exp., February, 2023

Label-Only Model Inversion Attacks: Attack With the Least Information.
IEEE Trans. Inf. Forensics Secur., 2023

Label-Only Membership Inference Attacks and Defenses in Semantic Segmentation Models.
IEEE Trans. Dependable Secur. Comput., 2023

RDP-GAN: A Rényi-Differential Privacy Based Generative Adversarial Network.
IEEE Trans. Dependable Secur. Comput., 2023

CIFair: Constructing continuous domains of invariant features for image fair classifications.
Knowl. Based Syst., 2023

FD-MIA: Efficient Attacks on Fairness-enhanced Models.
CoRR, 2023

Low-frequency Image Deep Steganography: Manipulate the Frequency Distribution to Hide Secrets with Tenacious Robustness.
CoRR, 2023

Proactive Deepfake Defence via Identity Watermarking.
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.
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.
Proceedings of the ACM Multimedia Asia 2023, 2023

Divide and Conquer: a Two-Step Method for High Quality Face De-identification with Model Explainability.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Federated Learning Technology in Serial Topology for IoT Networks.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023

Regional Scanning Strategy of UAV Cluster Platform for Mobile Emergency Broadcasting.
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.
IEEE Trans. Inf. Forensics Secur., 2022

IdentityMask: Deep Motion Flow Guided Reversible Face Video De-Identification.
IEEE Trans. Circuits Syst. Video Technol., 2022

Multi-user image retrieval with suppression of search pattern leakage.
Inf. Sci., 2022

Efficient and Privacy-Preserving Blockchain-Based Multifactor Device Authentication Protocol for Cross-Domain IIoT.
IEEE Internet Things J., 2022

IdentityDP: Differential private identification protection for face images.
Neurocomputing, 2022

Contribution-based Federated Learning client selection.
Int. J. Intell. Syst., 2022

When Machine Learning Meets Privacy: A Survey and Outlook.
ACM Comput. Surv., 2022

How Does a Deep Learning Model Architecture Impact Its Privacy?
CoRR, 2022

Label-only Model Inversion Attack: The Attack that Requires the Least Information.
CoRR, 2022

Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning.
CoRR, 2022

Private-encoder: Enforcing privacy in latent space for human face images.
Concurr. Comput. Pract. Exp., 2022

Visual privacy attacks and defenses in deep learning: a survey.
Artif. Intell. Rev., 2022

Hiding Among Your Neighbors: Face Image Privacy Protection with Differential Private k-anonymity.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2022

2021
Cooperative Caching Services on High-Speed Train by Reverse Auction.
IEEE Trans. Veh. Technol., 2021

Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model.
IEEE Trans. Mob. Comput., 2021

Privacy Preserving Location Data Publishing: A Machine Learning Approach.
IEEE Trans. Knowl. Data Eng., 2021

GAN-Based Differential Private Image Privacy Protection Framework for the Internet of Multimedia Things.
Sensors, 2021

A Privacy-Aware PUFs-Based Multiserver Authentication Protocol in Cloud-Edge IoT Systems Using Blockchain.
IEEE Internet Things J., 2021

DP-Image: Differential Privacy for Image Data in Feature Space.
CoRR, 2021

Deep Motion Flow Aided Face Video De-identification.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

A Hybrid Spatiotemporal Attack in Continuous LBS Queries.
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.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

UAV Resource Cooperation Based on Reinforcement Learning.
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.
IEEE Trans. Broadcast., 2020

Throughput Analysis of Buffer-Aided Decode-and-Forward Wireless Relaying with RF Energy Harvesting.
Sensors, 2020

Discrete Laplacian Operator and Its Applications in Signal Processing.
IEEE Access, 2020

A Hybrid Model for Natural Face De-Identiation with Adjustable Privacy.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Hiding Private Information in Images From AI.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

On Channel Classification by Using DTMB Signal.
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.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2020

2019
Malicious Attack Propagation and Source Identification
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.
IEEE Trans. Broadcast., 2019

Machine Learning Aided Anonymization of Spatiotemporal Trajectory Datasets.
CoRR, 2019

Adversaries or allies? Privacy and deep learning in big data era.
Concurr. Comput. Pract. Exp., 2019

Deep Feature Guided Image Retargeting.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Protecting Privacy-Sensitive Locations in Trajectories with Correlated Positions.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

A Novel Random Access Mechanism based on Real-time Access Intensity Detection.
Proceedings of the 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2019

Protecting Multimedia Privacy from Both Humans and AI.
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.
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.
IEEE Trans. Veh. Technol., 2018

Malware Propagations in Wireless Ad Hoc Networks.
IEEE Trans. Dependable Secur. Comput., 2018

Spread Spectrum Audio Watermarking Using Multiple Orthogonal PN Sequences and Variable Embedding Strengths and Polarities.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Low-Cost and Confidentiality-Preserving Data Acquisition for Internet of Multimedia Things.
IEEE Internet Things J., 2018

Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model.
CoRR, 2018

QoE-Driven Big Data Architecture for Smart City.
IEEE Commun. Mag., 2018

Differential Private POI Queries via Johnson-Lindenstrauss Transform.
IEEE Access, 2018

Machine Learning Differential Privacy With Multifunctional Aggregation in a Fog Computing Architecture.
IEEE Access, 2018

Location Privacy and Its Applications: A Systematic Study.
IEEE Access, 2018

Channel Estimation over Doubly Selective Channels Based on Basis Expansion Model and Compressive Sensing.
Proceedings of the Digital TV and Multimedia Communication - 15th International Forum, 2018

QoE-Based Big Data Analysis with Deep Learning in Pervasive Edge Environment.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Using Adversarial Noises to Protect Privacy in Deep Learning Era.
Proceedings of the IEEE Global Communications Conference, 2018

On Popular Services Pushing and Distributed Caching in Converged Overlay Networks.
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.
Proceedings of the 2018 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2018

Location Privacy in Mobile Applications
Springer, ISBN: 978-981-13-1704-0, 2018

2017
Movement-Based Incentive for Crowdsourcing.
IEEE Trans. Veh. Technol., 2017

Invisible Hand: A Privacy Preserving Mobile Crowd Sensing Framework Based on Economic Models.
IEEE Trans. Veh. Technol., 2017

QoS-Driven Efficient Client Association in High-Density Software-Defined WLAN.
IEEE Trans. Veh. Technol., 2017

Using epidemic betweenness to measure the influence of users in complex networks.
J. Netw. Comput. Appl., 2017

FogRoute: DTN-Based Data Dissemination Model in Fog Computing.
IEEE Internet Things J., 2017

Home Location Protection in Mobile Social Networks: A Community Based Method (Short Paper).
Proceedings of the Information Security Practice and Experience, 2017

A reliable task assignment strategy for spatial crowdsourcing in big data environment.
Proceedings of the IEEE International Conference on Communications, 2017

A Multiobjective Evolution Algorithm Based Rule Certainty Updating Strategy in Big Data Environment.
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.
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.
Wirel. Commun. Mob. Comput., 2016

A QoE centric distributed caching approach for vehicular video streaming in cellular networks.
Wirel. Commun. Mob. Comput., 2016

Practical Asynchronous Neighbor Discovery in Ad Hoc Networks With Directional Antennas.
IEEE Trans. Veh. Technol., 2016

Silence is Golden: Enhancing Privacy of Location-Based Services by Content Broadcasting and Active Caching in Wireless Vehicular Networks.
IEEE Trans. Veh. Technol., 2016

K-Source: Multiple source selection for traffic offloading in mobile social networks.
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

Cournot equilibrium in the mobile virtual network operator oriented oligopoly offloading market.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Multi-path routing for video streaming in multi-radio multi-channel wireless mesh networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Movement-based incentive for cellular traffic offloading through D2D communications.
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.
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.
IEEE Trans. Intell. Transp. Syst., 2015

Providing Vehicular Infotainment Service Using VHF/UHF TV Bands via Spatial Spectrum Reuse.
IEEE Trans. Broadcast., 2015

Mobility Increases the Risk of Malware Propagations in Wireless Networks.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Engineering Link Utilization in Cellular Offloading Oriented VANETs.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Efficient caching scheme for data access in disruption tolerant networks.
Proceedings of the 2015 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2015

2014
A Low-Complexity Compressive Sensing Algorithm for PAPR Reduction.
Wirel. Pers. Commun., 2014

A Cooperative Matching Approach for Resource Management in Dynamic Spectrum Access Networks.
IEEE Trans. Wirel. Commun., 2014

ChainCluster: Engineering a Cooperative Content Distribution Framework for Highway Vehicular Communications.
IEEE Trans. Intell. Transp. Syst., 2014

LDPC-RS Product Codes for Digital Terrestrial Broadcasting Transmission System.
IEEE Trans. Broadcast., 2014

Interest-based content delivery in wireless mesh networks with hybrid antenna mode.
Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

Packet-level clustering for memory-assisted compression of network packets.
Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

DSMA: Optimal multirate anypath routing in wireless networks with directional antennas.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

Pinso: Precise Isolation of Concurrency Bugs via Delta Triaging.
Proceedings of the 30th IEEE International Conference on Software Maintenance and Evolution, Victoria, BC, Canada, September 29, 2014

A QoS supported spectrum allocation scheme for database-assisted secondary access networks.
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.
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.
Proceedings of the IEEE International Conference on Communications, 2014

When vehicles meet TV white space: A QoS guaranteed dynamic spectrum access approach for VANET.
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.
IEEE Wirel. Commun., 2013

Adaptive Scan-based Asynchronous Neighbor Discovery in wireless networks using directional antennas.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013

Throughput evaluation for cooperative drive-thru Internet using microscopic mobility model.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

DAS: A dynamic assignment scheduling algorithm for stream computing in distributed applications.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Pure asynchronous neighbor discovery algorithms in ad hoc networks using directional antennas.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Rate-compatible LDPC-RS product codes based on raptor-like LDPC codes.
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.
Proceedings of the Advances on Digital Television and Wireless Multimedia Communications, 2012

Training Sample Acquisition Strategy Based Digital Pre-distortion.
Proceedings of the Advances on Digital Television and Wireless Multimedia Communications, 2012

Neighbor discovery algorithms in wireless networks using directional antennas.
Proceedings of IEEE International Conference on Communications, 2012

Exploring controllable deterministic bits for LDPC iterative decoding in WiMAX networks.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Low-complexity PAPR reduction algorithm in OFDM systems by designing data subcarriers.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

On the performance of LDPC-RS product codes for mobile DTV.
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.
IEEE Trans. Consumer Electron., 2011

Helicopter-Based Digital Electronic News Gathering (H-DENG) System: Case Study and System Solution.
IEEE Trans. Broadcast., 2011

Improve the Performance of LDPC Coded QAM by Selective Bit Mapping in Terrestrial Broadcasting System.
IEEE Trans. Broadcast., 2011

A QoS constrained cognitive routing algorithm for ad hoc networks based on directional antenna.
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.
Proceedings of the 2011 International Conference on Wireless Communications & Signal Processing, 2011

Fast Spectrum Sharing for Cognitive Radio Networks: A Joint Time-Spectrum Perspective.
Proceedings of the Global Communications Conference, 2011

Neighbor Discovery with Directional Antennas in Mobile Ad-Hoc Networks.
Proceedings of the Global Communications Conference, 2011

2010
An iterative decoding technique and architecture for RS concatenated TCM coding systems.
IEEE Trans. Consumer Electron., 2010

Single Frequency Network System Coverage and Trial Testing of High Speed Railway Television System.
IEEE Trans. Broadcast., 2010

CoDBT: A multi-source dynamic binary translator using hardware-software collaborative techniques.
J. Syst. Archit., 2010

Mobile Location Finding Using ATSC Mobile/Handheld Digital TV RF Watermark Signals.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

Designing LDPC Codes with Gated Noise Model for Terrestrial Mobile DTV Channels.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

A Modified Belief Propagation Algorithm Based on Attenuation of the Extrinsic LLR.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

Efficient Online Trace Building Using Code Replication.
Proceedings of the GCC 2010, 2010

2009
Low complexity channel estimation method for TDS-OFDM based Chinese DTTB system.
IEEE Trans. Consumer Electron., 2009

Network Anomaly Detection Based on Statistical Approach and Time Series Analysis.
Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009

2008
Frequency domain feed-forward filter combined DFE structure in single carrier systems over time-varying channels.
IEEE Trans. Consumer Electron., 2008

On Channel Estimation Method Using Time Domain Sequences in OFDM Systems.
IEEE Trans. Broadcast., 2008

A Novel Method of Frequency-Offset Estimation Using Time Domain PN Sequences in OFDM Systems.
IEEE Trans. Broadcast., 2008

Multithreaded Optimizing Technique for Dynamic Binary Translator CrossBit.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008


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