Dr Tianqing Zhu

STAFF PROFILE

Position

Teaching Scholar

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Contact

t.zhu@deakin.edu.au
+61 3 924 43074

Publications

Filter by

2016

Privacy-preserving topic model for tagging recommender systems

Dr Tianqing Zhu, A/Prof Gang Li, Prof Wanlei Zhou, A/Prof Ping Xiong, Cao Yuan

(2016), Vol. 46, pp. 33-58, Knowledge and information systems, Berlin, Gemany, C1

journal

A differentially private algorithm for location data release

Mr Ping Xiong, Dr Tianqing Zhu, Wenjia Niu, A/Prof Gang Li

(2016), Vol. 47, pp. 647-669, Knowledge and information systems, Berlin, Germany, C1

journal

Semantic analysis in location privacy preserving

A/Prof Ping Xiong, Lefeng Zhang, Dr Tianqing Zhu

(2016), Vol. 28, pp. 1884-1889, Concurrency and computation, London, Eng., C1

journal

Taming transitive permission attack via bytecode rewriting on Android application

Daibin Wang, Hai Jin, Deqing Zou, Peng Xu, Dr Tianqing Zhu, Dr Gang Chen

(2016), Vol. 9, pp. 2100-2114, Security and communication networks, Hoboken, N.J., C1

journal

Silence is golden: enhancing privacy of location-based services by content broadcasting and active caching in wireless vehicular networks

Dr Bo Liu, Prof Wanlei Zhou, Dr Tianqing Zhu, Dr Longxiang Gao, Dr Tom Luan, Haibo Zhou

(2016), Vol. 65, pp. 9942-9953, IEEE transactions on vehicular technology, Piscataway, N.J., C1

journal
2015

Privacy preserving data release for tagging recommender systems

Dr Tianqing Zhu, A/Prof Gang Li, Mr Yongli Ren, Prof Wanlei Zhou, A/Prof Ping Xiong

(2015), Vol. 13, pp. 229-246, Web intelligence, Amsterdam, The Netherlands, C1

journal

Correlated differential privacy: hiding information in non-IID data set

Dr Tianqing Zhu, Mr Ping Xiong, A/Prof Gang Li, Prof Wanlei Zhou

(2015), Vol. 10, pp. 229-242, IEEE transactions on information forensics and security, Piscataway, N.J., C1

journal

A differentially private method for reward-based spatial crowdsourcing

Lefeng Zhang, Xiaodan Lu, Mr Ping Xiong, Dr Tianqing Zhu

(2015), pp. 153-164, Applications and techniques in information security : 6th international conference, ATIS 2015, Beijing, China, November 4-6, 2015 proceedings, Berlin, Germany, B1

chapter
2014

Android malware detection with contrasting permission patterns

A/Prof Ping Xiong, Xiaofeng Wang, Wenjia Niu, Dr Tianqing Zhu, A/Prof Gang Li

(2014), Vol. 11, pp. 1-14, China communications, Piscataway, N.J., C1

journal

Privacy preserving in location data release: A differential privacy approach

Mr Ping Xiong, Dr Tianqing Zhu, Dr Lei Pan, Wenjia Niu, A/Prof Gang Li

(2014), pp. 183-195, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Berlin, Germany, B1

chapter

Deferentially private tagging recommendation based on topic model

Dr Tianqing Zhu, A/Prof Gang Li, Prof Wanlei Zhou, Mr Ping Xiong, Yuan Cao

(2014), pp. 557-568, Advances in Knowledge Discovery and Data Mining, Heidelberg, Germany, B1

chapter

Location privacy preserving for semantic-aware applications

Lefeng Zhang, A/Prof Ping Xiong, Dr Tianqing Zhu

(2014), pp. 135-146, Applications and techniques in information security, Switzerland, B1

chapter

A survey on differential privacy and applications

Mr Ping Xiong, Dr Tianqing Zhu, Xiaofeng Wang

(2014), Vol. 37, pp. 101-122, Jisuanji Xuebao/Chinese Journal of Computers, Beijing, China, C1

journal

An effective privacy preserving algorithm for neighborhood-based collaborative filtering

Dr Tianqing Zhu, Mr Yongli Ren, Prof Wanlei Zhou, Ms Jia Rong, Mr Ping Xiong

(2014), Vol. 36, pp. 142-155, Future Generation Computer Systems, Amsterdam, The Netherlands, C1

journal

Privacy preserving collaborative filtering for KNN attack resisting

Dr Tianqing Zhu, A/Prof Gang Li, Dr Lei Pan, Mr Yongli Ren, Prof Wanlei Zhou

(2014), Vol. 4, pp. 1-14, Social network analysis and mining, Berlin, Germany, C1-1

journal
2013

Differential privacy for neighborhood-based collaborative filtering

Dr Tianqing Zhu, A/Prof Gang Li, Mr Yongli Ren, Prof Wanlei Zhou, A/Prof Ping Xiong

(2013), pp. 752-759, ASONAM 2013 : Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Piscataway, NJ, USA, E1

conference

Top-N recommendations by learning user preference dynamics

Mr Yongli Ren, Dr Tianqing Zhu, A/Prof Gang Li, Prof Wanlei Zhou

(2013), pp. 390-401, Advances in knowledge discovery and data mining : 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Berlin, Germany, E1

conference

An effective deferentially private data releasing algorithm for decision tree

Dr Tianqing Zhu, A/Prof Ping Xiong, Prof Yang Xiang, Prof Wanlei Zhou

(2013), pp. 388-395, TrustCom 2013 : Proceedings of the 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, Piscataway, N.J., E1

conference

Privacy preserving for tagging recommender systems

Dr Tianqing Zhu, A/Prof Gang Li, Mr Yongli Ren, Prof Wanlei Zhou, A/Prof Ping Xiong

(2013), pp. 81-88, WI-IAT 2013 : Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, Piscataway, N.J., E1

conference

Dynamic user behavior-based piracy propagation monitoring in wireless peer-to-peer networks

Benke Qu, Wenjia Niu, Dr Tianqing Zhu, Lei Wu, Shijun Liu, Na Wang

(2013), pp. 44-55, Behavior and social computing, Cham, Switzerland, B1

chapter
2012

AMDD : Exploring entropy based anonymous multi-dimensional data detection for network optimization in human associated DTNs

Dr Longxiang Gao, Dr Ming Li, Dr Tianqing Zhu, Mr Alessio Bonti, Prof Wanlei Zhou, Dr Shui Yu

(2012), pp. 1245-1250, TrustCom 2012 : Proceedings of the 11th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, Piscataway, N.J., E1

conference

Grants

Industry and Other Funding

Developing a Secure and Privacy-Preserving App for the Cloud Campus System

Prof Wanlei Zhou, Dr Tianqing Zhu, Dr Bo Liu

  • 2016: $50,000

Supervisions

No completed student supervisions to report