Following the tradition of cryptology (even though I only have basic knowledge about crypto….), the author list of most of my papers before 2018 follows alphabetical order.

Don’t search my publicaiton on DBLP, I didn’t publish that many papers.

2019

ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models

Ahmed Salem, Yang Zhang, Mathias Humbert, Pascal Berrang, Mario Fritz, Michael Backes (corresponding author)
In Proceedings of the 26th Annual Network and Distributed System Security Symposium (NDSS 2019) pdf arxiv

MBeacon: Privacy-Preserving Beacons for DNA Methylation Data

Inken Hagestedt, Yang Zhang, Mathias Humbert, Pascal Berrang, Haixu Tang, XiaoFeng Wang, Michael Backes (corresponding author)
In Proceedings of the 26th Annual Network and Distributed System Security Symposium (NDSS 2019) pdf

2018

You Are Where You APP: An Assessment on Location Privacy of Social APPs

Fanghua Zhao, Linan Gao, Yang Zhang, Zeyu Wang, Bo Wang, Shanqing Guo
In Proceedings of the 29th IEEE International Symposium on Software Reliability Engineering (ISSRE 2018) pdf

MLCapsule: Guarded Offline Deployment ofMachine Learning as a Service

Lucjan Hanzlik, Yang Zhang, Kathrin Grosse, Ahmed Salem, Max Augustin, Michael Backes, Mario Fritz
Manuscript pdf

Revisiting Membership Inference Attacks Against Machine Learning Models

Ahmed Salem, Yang Zhang, Mathias Humbert, Pascal Berrang, Mario Fritz, Michael Backes
Spotlight in Privacy in Machine Learning and Artificial Intelligence (PiMLAI 2018)

Poster: MBeacon: Privacy-preserving Beacons for DNA Methylation Data

Inken Hagestedt, Yang Zhang, Pascal Berrang, Mathias Humbert, Haixu Tang, XiaoFeng Wang, Michael Backes
Poster in the 39th IEEE Symposium on Security and Privacy

Tagvisor: A Privacy Advisor for Sharing Hashtags

Yang Zhang, Mathias Humbert, Tahleen Rahman, Cheng-Te Li, Jun Pang, Michael Backes (lead author)
In Proceedings of The Web Conference 2018 (WWW 2018) pdf slides dataset

Dissecting Privacy Risks in Biomedical Data

Pascal Berrang, Mathias Humbert, Yang Zhang, Irina Lehmann, Roland Eils, Michael Backes
In Proceedings of the 3rd IEEE European Symposium on Security and Privacy (EuroS&P 2018) pdf

An Active Learning-based Approach for Location-aware Acquaintance Inference

Bo-Heng Chen, Cheng-Te Li, Kun-Ta Chuang, Jun Pang, Yang Zhang
Knowledge and Information Systems (KAIS)

2017

CTRL+Z: Recovering Anonymized Social Graphs

Yang Zhang, Mathias Humbert, Bartlomiej Surma, Praveen Manoharan, Jilles Vreeken, Michael Backes (lead author) Manuscript pdf

Michael Backes, Mathias Humbert, Jun Pang, Yang Zhang (lead author)
In Proceedings of the 24th ACM SIGSAC Conference on Computer and Communications Security (CCS 2017) pdf code talk slides dataset

Semantic Annotation for Places in LBSN Using Graph Embedding

Yan Wang, Zongxu Qin, Jun Pang, Yang Zhang, Xin Jin
In Proceedings of the 26th ACM International Conference on Information and Knowledge Management (CIKM 2017) pdf

Does #like4like Indeed Provoke More Likes?

Yang Zhang, Minyue Ni, Weili Han, Jun Pang (lead author)
In Proceedings of the International Conference on Web Intelligence (WI 2017) pdf

Quantifying Location Sociality

Jun Pang, Yang Zhang (lead author)
In Proceedings of the 28th ACM Conference on Hypertext and Social Media (HT 2017) pdf

DeepCity: A Feature Learning Framework for Mining Location Check-ins

Jun Pang, Yang Zhang (lead author)
In Proceedings of the 11th International Conference on Web and Social Media (ICWSM 2017) pdf
Press Coverage: Sentiance

2016

Modeling City Locations as Complex Networks: An Initial Study

Lu Zhou, Yang Zhang, Jun Pang, Cheng-Te Li
In Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016) pdf

On Impact of Weather on Human Mobility in Cities

Jun Pang, Polina Zablotskaia, Yang Zhang (lead author)
In Proceedings of the 17th International Conference Web Information Systems Engineering (WISE 2016) pdf

An Empirical Study on User Access Control in Online Social Networks

Minyue Ni, Yang Zhang, Weili Han, Jun Pang
In Proceedings of the 21st ACM Symposium on Access Control Models and Technologies (SACMAT 2016) pdf

2015

Location Prediction: Communities Speak Louder than Friends

Jun Pang, Yang Zhang (lead author)
In Proceedings of the 3rd ACM on Conference on Online Social Networks (COSN 2015) pdf

Yang Zhang, Jun Pang (lead author)
In Proceedings of the 17th Asia-Pacific Web Conference (APWeb 2015) pdf

Event Prediction with Community Leaders

Jun Pang, Yang Zhang (lead author)
In Proceedings of the 10th International Conference on Availability, Reliability and Security (ARES 2015) pdf

A Logical Approach for Blocking Access in Social Networks

Marcos Cramer, Jun Pang, Yang Zhang (lead author)
In Proceedings of the 20th ACM Symposium on Access Control Models and Technologies (SACMAT 2015) pdf

Cryptographic Protocols for Enforcing Topology-based Access Control

Jun Pang, Yang Zhang (lead author)
In Proceedings of the 39th IEEE Annual Computer Software and Applications Conference (COMPSAC 2015) pdf

A New Access Control Scheme for Facebook-style Social Networks

Jun Pang, Yang Zhang (lead author)
Computers & Security pdf

Inferring Friendship from Check-in Data of Location-based Social Networks

Ran Cheng, Jun Pang, Yang Zhang
In Proceedings of the 5th Workshop on Social Network Analysis in Applications (SNAA 2015) pdf

Exploring Communities for Effective Location Predication

Jun Pang, Yang Zhang (lead author)
In Proceedings of the 23rd International World Wide Web Conference (WWW 2015)(Poster) pdf

Community-driven Social Influence Analysis and Applications

Yang Zhang, Jun Pang (lead author)
In Proceedings of the 15th International Conference on Web Engineering (ICWE 2015) (PhD symposium) pdf

2014

A New Access Control Scheme for Facebook-style Social Networks

Jun Pang, Yang Zhang (lead author)
In Proceedings of the 9th International Conference on Availability, Reliability and Security (ARES 2014) pdf Best Paper Award

2013

Twisted Edwards-Form Elliptic Curve Cryptography for 8-bit AVR-based Sensor Nodes

Dalin Chu, Johann Großschädl, Zhe Liu, Volker Müller and Yang Zhang
In Proceedings of the 1st ACM Workshop on Asia Public-key Cryptography (ASIAPKC 2013) pdf

2011

Efficient Prime-Field Arithmetic for Elliptic Curve Cryptography on Wireless Sensor Nodes

Johann Großschädl, Yang Zhang (lead author)
In Proceedings of the 1st International Conference on Computer Science and Network Technology (ICCSNT 2011) pdf