Bo Liu

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 92

Top Venues

BMSB

CoRR

IEEE Internet Things J.

IEEE Trans. Veh. Technol.

Publications

Guangsheng Zhang, Bo Liu, Huan Tian, Tianqing Zhu, Ming Ding, Wanlei Zhou
How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on CNNs and Transformers. USENIX Security Symposium (2024)
Shang Wang, Tianqing Zhu, Bo Liu, Ming Ding, Xu Guo, Dayong Ye, Wanlei Zhou, Philip S. Yu
Unique Security and Privacy Threats of Large Language Model: A Comprehensive Survey. CoRR (2024)
Huajie Chen, Tianqing Zhu, Lefeng Zhang, Bo Liu, Derui Wang, Wanlei Zhou, Minhui Xue
QUEEN: Query Unlearning against Model Extraction. CoRR (2024)
Feng He, Tianqing Zhu, Dayong Ye, Bo Liu, Wanlei Zhou, Philip S. Yu
The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies. CoRR (2024)
Baoping Liu, Bo Liu, Ming Ding, Tianqing Zhu
Detection of Diffusion Model-Generated Faces by Assessing Smoothness and Noise Tolerance. BMSB (2024)
Yan Zhang, Bing Li, Bo Liu, Jinke Chang
Building PUF as a Service: Distributed Authentication and Recoverable Data Sharing With Multidimensional CRPs Security Protection. IEEE Internet Things J. 11 (10) (2024)
Yuan Zhao, Bo Liu, Tianqing Zhu, Ming Ding, Xin Yu, Wanlei Zhou
Proactive image manipulation detection via deep semi-fragile watermark. Neurocomputing 585 (2024)
Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou
PPFed: A Privacy-Preserving and Personalized Federated Learning Framework. IEEE Internet Things J. 11 (11) (2024)
Jian Xiong, Lantu Guo, Mingang Shan, Bo Liu, Peng Yu, Lingfeng Guo
Wireless Resources Cooperation of Assembled Small UAVs for Data Collections of IoT. IEEE Internet Things J. 10 (11) (2023)
Yunqian Wen, Bo Liu, Jingyi Cao, Rong Xie, Li Song
Divide and Conquer: a Two-Step Method for High Quality Face De-identification with Model Explainability. ICCV (2023)
Jingyi Cao, Bo Liu, Yunqian Wen, Rong Xie, Li Song
Achieving Privacy-Preserving Multi-View Consistency with Advanced 3D-Aware Face De-identification. MMAsia (2023)
Hanyu Xue, Bo Liu, Xin Yuan, Ming Ding, Tianqing Zhu
Face image de-identification by feature space adversarial perturbation. Concurr. Comput. Pract. Exp. 35 (5) (2023)
Chuan Ma, Jun Li, Kang Wei, Bo Liu, Ming Ding, Long Yuan, Zhu Han, H. Vincent Poor
Trusted AI in Multiagent Systems: An Overview of Privacy and Security for Distributed Learning. Proc. IEEE 111 (9) (2023)
Jianhang Sheng, Jian Xiong, Bo Liu
Federated Learning Technology in Serial Topology for IoT Networks. BMSB (2023)
Baoping Liu, Bo Liu, Ming Ding, Tianqing Zhu, Xin Yu
Net: Temporal Identity Inconsistency Network for Deepfake Detection. WACV (2023)
Tianqing Zhu, Dayong Ye, Shuai Zhou, Bo Liu, Wanlei Zhou
Label-Only Model Inversion Attacks: Attack With the Least Information. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Yuan Zhao, Bo Liu, Ming Ding, Baoping Liu, Tianqing Zhu, Xin Yu
Proactive Deepfake Defence via Identity Watermarking. WACV (2023)
Huan Tian, Bo Liu, Tianqing Zhu, Wanlei Zhou, Philip S. Yu
CIFair: Constructing continuous domains of invariant features for image fair classifications. Knowl. Based Syst. 268 (2023)
Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou
Label-Only Membership Inference Attacks and Defenses in Semantic Segmentation Models. IEEE Trans. Dependable Secur. Comput. 20 (2) (2023)
Lingfeng Guo, Jian Xiong, Jun Zhou, Bo Liu
Regional Scanning Strategy of UAV Cluster Platform for Mobile Emergency Broadcasting. BMSB (2023)
Chuan Ma, Jun Li, Ming Ding, Bo Liu, Kang Wei, Jian Weng, H. Vincent Poor
RDP-GAN: A Rényi-Differential Privacy Based Generative Adversarial Network. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Guangsheng Zhang, Bo Liu, Tianqing Zhu, Andi Zhou, Wanlei Zhou
Visual privacy attacks and defenses in deep learning: a survey. Artif. Intell. Rev. 55 (6) (2022)
Yunqian Wen, Bo Liu, Ming Ding, Rong Xie, Li Song
IdentityDP: Differential private identification protection for face images. Neurocomputing 501 (2022)
Yuan Zhao, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou
Private-encoder: Enforcing privacy in latent space for human face images. Concurr. Comput. Pract. Exp. 34 (3) (2022)
Yunqian Wen, Bo Liu, Jingyi Cao, Rong Xie, Li Song, Zhu Li
IdentityMask: Deep Motion Flow Guided Reversible Face Video De-Identification. IEEE Trans. Circuits Syst. Video Technol. 32 (12) (2022)
Dayong Ye, Tianqing Zhu, Shuai Zhou, Bo Liu, Wanlei Zhou
Label-only Model Inversion Attack: The Attack that Requires the Least Information. CoRR (2022)
Guangsheng Zhang, Bo Liu, Huan Tian, Tianqing Zhu, Ming Ding, Wanlei Zhou
How Does a Deep Learning Model Architecture Impact Its Privacy? CoRR (2022)
Dayong Ye, Sheng Shen, Tianqing Zhu, Bo Liu, Wanlei Zhou
One Parameter Defense - Defending Against Data Inference Attacks via Differential Privacy. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Dayong Ye, Sheng Shen, Tianqing Zhu, Bo Liu, Wanlei Zhou
One Parameter Defense - Defending against Data Inference Attacks via Differential Privacy. CoRR (2022)
Chuan Ma, Jun Li. Kang Wei, Bo Liu, Ming Ding, Long Yuan, Zhu Han, H. Vincent Poor
Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning. CoRR (2022)
Jingyi Cao, Bo Liu, Yunqian Wen, Yunhui Zhu, Rong Xie, Li Song, Lin Li, Yaoyao Yin
Hiding Among Your Neighbors: Face Image Privacy Protection with Differential Private k-anonymity. BMSB (2022)
Weiwei Lin, Yinhai Xu, Bo Liu, Dongdong Li, Tiansheng Huang, Fang Shi
Contribution-based Federated Learning client selection. Int. J. Intell. Syst. 37 (10) (2022)
Yan Zhang, Bing Li, Jiaxin Wu, Bo Liu, Rui Chen, Jinke Chang
Efficient and Privacy-Preserving Blockchain-Based Multifactor Device Authentication Protocol for Cross-Domain IIoT. IEEE Internet Things J. 9 (22) (2022)
Yongjie Zhan, Le Li, Yuwen Qian, Chuan Ma, Ming Ding, Bo Liu
A Hybrid Spatiotemporal Attack in Continuous LBS Queries. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2021)
Jian Xiong, Haonan Xie, Bo Liu, Bing Li, Lin Gui
Cooperative Caching Services on High-Speed Train by Reverse Auction. IEEE Trans. Veh. Technol. 70 (9) (2021)
Sina Shaham, Ming Ding, Bo Liu, Shuping Dang, Zihuai Lin, Jun Li
Privacy Preserving Location Data Publishing: A Machine Learning Approach. IEEE Trans. Knowl. Data Eng. 33 (9) (2021)
Yan Zhang, Bing Li, Bo Liu, Yuanyuan Hu, Haipeng Zheng
A Privacy-Aware PUFs-Based Multiserver Authentication Protocol in Cloud-Edge IoT Systems Using Blockchain. IEEE Internet Things J. 8 (18) (2021)
Jinao Yu, Hanyu Xue, Bo Liu, Yu Wang, Shibing Zhu, Ming Ding
GAN-Based Differential Private Image Privacy Protection Framework for the Internet of Multimedia Things. Sensors 21 (1) (2021)
Bo Liu, Ming Ding, Sina Shaham, Wenny Rahayu, Farhad Farokhi, Zihuai Lin
When Machine Learning Meets Privacy: A Survey and Outlook. ACM Comput. Surv. 54 (2) (2021)
Yunqian Wen, Bo Liu, Rong Xie, Jingyi Cao, Li Song
Deep Motion Flow Aided Face Video De-identification. VCIP (2021)
Sina Shaham, Ming Ding, Bo Liu, Shuping Dang, Zihuai Lin, Jun Li
Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model. IEEE Trans. Mob. Comput. 20 (10) (2021)
Mingang Shan, Jian Xiong, Bo Liu, Zhi-Ping Shi, Xia Li, Ningjie Miao
UAV Resource Cooperation Based on Reinforcement Learning. BMSB (2021)
Jingyi Cao, Bo Liu, Yunqian Wen, Rong Xie, Li Song
Personalized and Invertible Face De-identification by Disentangled Identity Information Manipulation. ICCV (2021)
Phat Huynh, Khoa Tran Phan, Bo Liu, Robert Ross
Throughput Analysis of Buffer-Aided Decode-and-Forward Wireless Relaying with RF Energy Harvesting. Sensors 20 (4) (2020)
Wei Zhang, Jian Xiong, Lin Gui, Bo Liu, Meikang Qiu, Zhi-Ping Shi
Distributed Caching Mechanism for Popular Services Distribution in Converged Overlay Networks. IEEE Trans. Broadcast. 66 (1) (2020)
Waseem Waheed, Guang Deng, Bo Liu
Discrete Laplacian Operator and Its Applications in Signal Processing. IEEE Access 8 (2020)
Bo Liu, Ming Ding, Sina Shaham, Wenny Rahayu, Farhad Farokhi, Zihuai Lin
When Machine Learning Meets Privacy: A Survey and Outlook. CoRR (2020)
Chuan Ma, Jun Li, Ming Ding, Bo Liu, Kang Wei, Jian Weng, H. Vincent Poor
RDP-GAN: A Rényi-Differential Privacy based Generative Adversarial Network. CoRR (2020)
Chaoyu Gu, Jian Xiong, Zhiping Shi, Bo Liu
Video Cooperative Caching in High-Speed Train by using Differential Evolution Algorithm. BMSB (2020)
Hanyu Xue, Bo Liu, Ming Ding, Li Song, Tianqing Zhu
Hiding Private Information in Images From AI. ICC (2020)
Minyu Jin, Jian Xiong, Bo Liu, Lina Xiao
On Channel Classification by Using DTMB Signal. BMSB (2020)
Yunqian Wen, Bo Liu, Rong Xie, Yunhui Zhu, Jingyi Cao, Li Song
A Hybrid Model for Natural Face De-Identiation with Adjustable Privacy. VCIP (2020)
Bo Liu, Ming Ding, Tianqing Zhu, Yong Xiang, Wanlei Zhou
Adversaries or allies? Privacy and deep learning in big data era. Concurr. Comput. Pract. Exp. 31 (19) (2019)
Jinan Wu, Rong Xie, Li Song, Bo Liu
Deep Feature Guided Image Retargeting. VCIP (2019)
Bo Liu, Jian Xiong, Yiyan Wu, Ming Ding, Cynthia M. Wu
Protecting Multimedia Privacy from Both Humans and AI. BMSB (2019)
Lav Kumar Dutta, Jian Xiong, Lin Gui, Bo Liu, Zhiping Shi
On Hit Rate Improving and Energy Consumption Minimizing in Cache-Based Convergent Overlay Network on High-speed Train. BMSB (2019)
Sina Shaham, Ming Ding, Bo Liu, Zihuai Lin, Jun Li
Machine Learning Aided Anonymization of Spatiotemporal Trajectory Datasets. CoRR (2019)
Bing Li, Jian Xiong, Bo Liu, Lin Gui, Meikang Qiu, Zhiping Shi
Cache-Based Popular Services Pushing on High-Speed Train by Using Converged Broadcasting and Cellular Networks. IEEE Trans. Broadcast. 65 (3) (2019)
Bo Liu, Tianqing Zhu, Wanlei Zhou, Kun Wang, Haibo Zhou, Ming Ding
Protecting Privacy-Sensitive Locations in Trajectories with Correlated Positions. GLOBECOM (2019)
Zhiwen Tan, Jian Xiong, Bo Liu, Lin Gui
A Novel Random Access Mechanism based on Real-time Access Intensity Detection. BMSB (2019)
Yushu Zhang, Qi He, Yong Xiang, Leo Yu Zhang, Bo Liu, Junxin Chen, Yiyuan Xie
Low-Cost and Confidentiality-Preserving Data Acquisition for Internet of Multimedia Things. IEEE Internet Things J. 5 (5) (2018)
Bo Liu, Ming Ding, Tianqing Zhu, Yong Xiang, Wanlei Zhou
Using Adversarial Noises to Protect Privacy in Deep Learning Era. GLOBECOM (2018)
Mengmeng Yang, Tianqing Zhu, Bo Liu, Yang Xiang, Wanlei Zhou
Differential Private POI Queries via Johnson-Lindenstrauss Transform. IEEE Access 6 (2018)
Mengmeng Yang, Tianqing Zhu, Bo Liu, Yang Xiang, Wanlei Zhou
Machine Learning Differential Privacy With Multifunctional Aggregation in a Fog Computing Architecture. IEEE Access 6 (2018)
Qianyu Meng, Kun Wang, Bo Liu, Toshiaki Miyazaki, Xiaoming He
QoE-Based Big Data Analysis with Deep Learning in Pervasive Edge Environment. ICC (2018)
Bo Liu, Wanlei Zhou, Longxiang Gao, Haibo Zhou, Tom H. Luan, Sheng Wen
Malware Propagations in Wireless Ad Hoc Networks. IEEE Trans. Dependable Secur. Comput. 15 (6) (2018)
Xin Fang, Jian Xiong, Bo Liu, Lin Gui, Meikang Qiu, Zhiping Shi
Channel Estimation over Doubly Selective Channels Based on Basis Expansion Model and Compressive Sensing. IFTC (2018)
Yong Xiang, Iynkaran Natgunanathan, Dezhong Peng, Guang Hua, Bo Liu
Spread Spectrum Audio Watermarking Using Multiple Orthogonal PN Sequences and Variable Embedding Strengths and Polarities. IEEE ACM Trans. Audio Speech Lang. Process. 26 (3) (2018)
Wei Zhang, Jian Xiong, Lin Gui, Bo Liu, Meikang Qiu, Zhiping Shi
On Popular Services Pushing and Distributed Caching in Converged Overlay Networks. BMSB (2018)
Xiaoming He, Kun Wang, Huawei Huang, Bo Liu
QoE-Driven Big Data Architecture for Smart City. IEEE Commun. Mag. 56 (2) (2018)
Sina Shaham, Ming Ding, Bo Liu, Zihuai Lin, Jun Li
Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model. CoRR (2018)
Bo Liu, Wanlei Zhou, Tianqing Zhu, Longxiang Gao, Yong Xiang
Location Privacy and Its Applications: A Systematic Study. IEEE Access 6 (2018)
Runqiu Wu, Jian Xiong, Lin Gui, Bo Liu, Meikang Qiu, Wenfeng Ma, Zhiping Shi
On Services Unequal Error Protecting and Pushing by Using Terrestrial Broadcasting Network. BMSB (2018)
Fei Sun, Fen Hou, Haibo Zhou, Bo Liu, Jiacheng Chen, Lin Gui
Equilibriums in the Mobile-Virtual-Network-Operator-Oriented Data Offloading. IEEE Trans. Veh. Technol. 67 (2) (2018)
Bo Liu, Wanlei Zhou, Shui Yu, Kun Wang, Yu Wang, Yong Xiang, Jin Li
Home Location Protection in Mobile Social Networks: A Community Based Method (Short Paper). ISPEC (2017)
Jiacheng Chen, Bo Liu, Haibo Zhou, Quan Yu, Lin Gui, Xuemin Sherman Shen
QoS-Driven Efficient Client Association in High-Density Software-Defined WLAN. IEEE Trans. Veh. Technol. 66 (8) (2017)
Bing Li, Jian Xiong, Bo Liu, Lin Gui, Meikang Qiu, Zhiping Shi
On services pushing and caching in high-speed train by using converged broadcasting and cellular networks. BMSB (2017)
Bo Liu, Wanlei Zhou, Tianqing Zhu, Haibo Zhou, Xiaodong Lin
Invisible Hand: A Privacy Preserving Mobile Crowd Sensing Framework Based on Economic Models. IEEE Trans. Veh. Technol. 66 (5) (2017)
Feng Tian, Bo Liu, Xiao Sun, Xiaomei Zhang, Guohong Cao, Lin Gui
Movement-Based Incentive for Crowdsourcing. IEEE Trans. Veh. Technol. 66 (8) (2017)
Longxiang Gao, Tom H. Luan, Shui Yu, Wanlei Zhou, Bo Liu
FogRoute: DTN-Based Data Dissemination Model in Fog Computing. IEEE Internet Things J. 4 (1) (2017)
Liqiu Gu, Kun Wang, Xiulong Liu, Song Guo, Bo Liu
A reliable task assignment strategy for spatial crowdsourcing in big data environment. ICC (2017)
Sheng Wen, Jiao Jiao Jiang, Bo Liu, Yang Xiang, Wanlei Zhou
Using epidemic betweenness to measure the influence of users in complex networks. J. Netw. Comput. Appl. 78 (2017)
Jun Mi, Kun Wang, Bo Liu, Fei Ding, Yanfei Sun, Huawei Huang
A Multiobjective Evolution Algorithm Based Rule Certainty Updating Strategy in Big Data Environment. GLOBECOM (2017)
Xia Li, Jian Xiong, Bo Liu, Lin Gui, Meikang Qiu
A capacity improving and energy saving scheduling scheme in push-based converged wireless broadcasting and cellular networks. BMSB (2016)
Fei Sun, Bo Liu, Fen Hou, Haibo Zhou, Lin Gui, Jiacheng Chen
Cournot equilibrium in the mobile virtual network operator oriented oligopoly offloading market. ICC (2016)
Feng Tian, Bo Liu, Hao Cai, Haibo Zhou, Lin Gui
Practical Asynchronous Neighbor Discovery in Ad Hoc Networks With Directional Antennas. IEEE Trans. Veh. Technol. 65 (5) (2016)
Bo Liu, Wanlei Zhou, Tianqing Zhu, Longxiang Gao, Tom H. Luan, Haibo Zhou
Silence is Golden: Enhancing Privacy of Location-Based Services by Content Broadcasting and Active Caching in Wireless Vehicular Networks. IEEE Trans. Veh. Technol. 65 (12) (2016)
Feng Tian, Bo Liu, Haibo Zhou, Yun Rui, Jiacheng Chen, Jian Xiong, Lin Gui
Caching algorithms for broadcasting and multicasting in disruption tolerant networks. Wirel. Commun. Mob. Comput. 16 (18) (2016)
Feng Tian, Bo Liu, Jian Xiong, Lin Gui
Movement-based incentive for cellular traffic offloading through D2D communications. BMSB (2016)
Fei Sun, Bo Liu, Fen Hou, Haibo Zhou, Jiacheng Chen, Yun Rui, Lin Gui
A QoE centric distributed caching approach for vehicular video streaming in cellular networks. Wirel. Commun. Mob. Comput. 16 (12) (2016)
Bo Liu, Wanlei Zhou, Jiao Jiao Jiang, Kun Wang
K-Source: Multiple source selection for traffic offloading in mobile social networks. WCSP (2016)
Chenlei Pan, Bo Liu, Haibo Zhou, Lin Gui
Multi-path routing for video streaming in multi-radio multi-channel wireless mesh networks. ICC (2016)
Jiacheng Chen, Bo Liu, Lin Gui, Fei Sun, Haibo Zhou
Engineering Link Utilization in Cellular Offloading Oriented VANETs. GLOBECOM (2015)
Bo Liu, Wanlei Zhou, Longxiang Gao, Sheng Wen, Tom H. Luan
Mobility Increases the Risk of Malware Propagations in Wireless Networks. TrustCom/BigDataSE/ISPA (1) (2015)
Feng Tian, Bo Liu, Jian Xiong, Lin Gui
Efficient caching scheme for data access in disruption tolerant networks. BMSB (2015)
Haibo Zhou, Bo Liu, Fen Hou, Tom H. Luan, Ning Zhang, Lin Gui, Quan Yu, Xuemin Sherman Shen
Spatial Coordinated Medium Sharing: Optimal Access Control Management in Drive-Thru Internet. IEEE Trans. Intell. Transp. Syst. 16 (5) (2015)
Jiacheng Chen, Bo Liu, Haibo Zhou, Lin Gui, Ning Liu, Yiyan Wu
Providing Vehicular Infotainment Service Using VHF/UHF TV Bands via Spatial Spectrum Reuse. IEEE Trans. Broadcast. 61 (2) (2015)
Haibo Zhou, Bo Liu, Yongkang Liu, Ning Zhang, Lin Gui, Ying Li, Xuemin (Sherman) Shen, Quan Yu
A Cooperative Matching Approach for Resource Management in Dynamic Spectrum Access Networks. IEEE Trans. Wirel. Commun. 13 (2) (2014)
Chenlei Pan, Bo Liu, Haibo Zhou, Lin Gui, Jiacheng Chen
Interest-based content delivery in wireless mesh networks with hybrid antenna mode. WCSP (2014)
Bo Liu, Si Liu, Yun Rui, Lin Gui, Yingguan Wang
A Low-Complexity Compressive Sensing Algorithm for PAPR Reduction. Wirel. Pers. Commun. 78 (1) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bo Liu