Wendy Hui Wang

Proc. Priv. Enhancing Technol., 2024

GCL-Leak: Link Membership Inference Attacks against Graph Contrastive Learning.

[BibT_eX]

[DOI]

Proc. Priv. Enhancing Technol., 2024

Training and Serving System of Foundation Models: A Comprehensive Survey.

[BibT_eX]

[DOI]

IEEE Open J. Comput. Soc., 2024

Efficient privacy-preserving Gaussian process via secure multi-party computation.

[BibT_eX]

[DOI]

J. Syst. Archit., 2024

Differentially Private Federated Learning: A Systematic Review.

[BibT_eX]

[DOI]

CoRR, 2024

SecFormer: Towards Fast and Accurate Privacy-Preserving Inference for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Revisiting Black-box Ownership Verification for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2024

Meta-Learning via PAC-Bayesian with Data-Dependent Prior: Generalization Bounds from Local Entropy.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Interaction-level Membership Inference Attack against Recommender Systems with Long-tailed Distribution.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Disparate Vulnerability in Link Inference Attacks against Graph Neural Networks.

[BibT_eX]

[DOI]

Proc. Priv. Enhancing Technol., October, 2023

FedLab: A Flexible Federated Learning Framework.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

Personalized Federated Learning via Amortized Bayesian Meta-Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Practical privacy-preserving Gaussian process regression via secret sharing.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Certified Edge Unlearning for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Equipping Federated Graph Neural Networks with Structure-aware Group Fairness.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Link Membership Inference Attacks against Unsupervised Graph Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Annual Computer Security Applications Conference, 2023

FEDLEGAL: The First Real-World Federated Learning Benchmark for Legal NLP.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

FairLP: Towards Fair Link Prediction on Social Network Graphs.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Providing Item-side Individual Fairness for Deep Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Towards Fair and Robust Classification.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE European Symposium on Security and Privacy, 2022

Group Property Inference Attacks Against Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

Equipping Recommender Systems with Individual Fairness via Second-order Proximity Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

Understanding Disparate Effects of Membership Inference Attacks and their Countermeasures.

[BibT_eX]

[DOI]

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

2021

Integrity Authentication for SQL Query Evaluation on Outsourced Databases: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

CorrectMR: Authentication of Distributed SQL Execution on MapReduce.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Anomalous Event Sequence Detection.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2021

VeriDL: Integrity Verification of Outsourced Deep Learning Services (Extended Version).

[BibT_eX]

[DOI]

CoRR, 2021

Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss.

[BibT_eX]

[DOI]

Bharath K. Samanthula

Weifeng Sun

Liang Zhao

CoRR, 2021

Automating Fairness Configurations for Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Companion of The Web Conference 2021, 2021

CADUE: Content-Agnostic Detection of Unwanted Emails for Enterprise Security.

[BibT_eX]

[DOI]

Proceedings of the RAID '21: 24th International Symposium on Research in Attacks, 2021

Differential Privacy Protection Against Membership Inference Attack on Machine Learning for Genomic Data.

[BibT_eX]

[DOI]

Junjie Chen

Xinghua Shi

Proceedings of the Biocomputing 2021: Proceedings of the Pacific Symposium, 2021

VeriDL: Integrity Verification of Outsourced Deep Learning Services.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

PAR-GAN: Improving the Generalization of Generative Adversarial Networks Against Membership Inference Attacks.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Authenticated Outlier Mining for Outsourced Databases.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2020

Privacy for All: Demystify Vulnerability Disparity of Differential Privacy against Membership Inference Attack.

[BibT_eX]

[DOI]

CoRR, 2020

Fairness of Classification Using Users' Social Relationships in Online Peer-To-Peer Lending.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Towards Fair Truth Discovery from Biased Crowdsourced Answers.

[BibT_eX]

[DOI]

Yanying Li

Haipei Sun

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

AuthPDB: Authentication of Probabilistic Queries on Outsourced Uncertain Data.

[BibT_eX]

[DOI]

Proceedings of the CODASPY '20: Tenth ACM Conference on Data and Application Security and Privacy, 2020

2019

Analyzing Subgraph Statistics from Extended Local Views with Decentralized Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019

2018

Cost-efficient Data Acquisition on Online Data Marketplaces for Correlation Analysis.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Secure partial encryption with adversarial functional dependency constraints in the database-as-a-service model.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2018

AssureMR: Verifiable SQL Execution on MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Sensitive Task Assignments in Crowdsourcing Markets with Colluding Workers.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Truth Inference on Sparse Crowdsourcing Data with Local Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

EARRING: Efficient Authentication of Outsourced Record Matching.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

Frequency-Hiding Dependency-Preserving Encryption for Outsourced Databases.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Pairwise Ranking Aggregation by Non-interactive Crowdsourcing with Budget Constraints.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Budget-Constrained Result Integrity Verification of Outsourced Data Mining Computations.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security and Privacy XXXI, 2017

Efficient Discovery of Abnormal Event Sequences in Enterprise Security Systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Trust-but-Verify: Verifying Result Correctness of Outsourced Frequent Itemset Mining in Data-Mining-As-a-Service Paradigm.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2016

Efficient Authentication of Outsourced String Similarity Search.

[BibT_eX]

[DOI]

Hui Wang

CoRR, 2016

GID: Graph-based Intrusion Detection on Massive Process Traces for Enterprise Security Systems.

[BibT_eX]

[DOI]

CoRR, 2016

ARM: Authenticated Approximate Record Matching for Outsourced Databases.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

Privacy-Preserving Outsourcing of Data Mining.

[BibT_eX]

[DOI]

Anna Monreale

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Secure Data Outsourcing with Adversarial Data Dependency Constraints.

[BibT_eX]

[DOI]

Jie Yang

Proceedings of the 2nd IEEE International Conference on Big Data Security on Cloud, 2016

Similarity Recoverable, Format-Preserving String Encryption.

[BibT_eX]

[DOI]

Yijin Li

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015

Hiding outliers into crowd: Privacy-preserving data publishing with outliers.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2015

Result Integrity Verification of Outsourced Privacy-preserving Frequent Itemset Mining.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

2014

Defending against Frequency-Based Attacks on Distributed Data Storage in Wireless Networks.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2014

Result Integrity Verification of Outsourced Bayesian Network Structure Learning.

[BibT_eX]

[DOI]

Changhe Yuan

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

iCoDA: Interactive and exploratory data completeness analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

PraDa: Privacy-preserving Data-Deduplication-as-a-Service.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Neighborhood prediction based decentralized key management for mobile wireless networks.

[BibT_eX]

[DOI]

Wirel. Networks, 2013

A Fully Distributed Scheme for Discovery of Semantic Relationships.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2013

Privacy-Preserving Mining of Association Rules From Outsourced Transaction Databases.

[BibT_eX]

[DOI]

Fosca Giannotti

Anna Monreale

Dino Pedreschi

IEEE Syst. J., 2013

Optimizing XML queries: Bitmapped materialized views vs. indexes.

[BibT_eX]

[DOI]

Inf. Syst., 2013

Privacy-Aware Distributed Mobility Data Analytics.

[BibT_eX]

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Integrity Verification of K-means Clustering Outsourced to Infrastructure as a Service (IaaS) Providers.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Integrity Verification of Outsourced Frequent Itemset Mining with Deterministic Guarantee.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Result Integrity Verification of Outsourced Frequent Itemset Mining.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security and Privacy XXVII, 2013

Privacy-Preserving Distributed Movement Data Aggregation.

[BibT_eX]

[DOI]

Proceedings of the Geographic Information Science at the Heart of Europe, 2013

2012

A Semantics-based Approach to Large-Scale Mobile Social Networking.

[BibT_eX]

[DOI]

Juan Li

Hui Wang

Samee Ullah Khan

Mob. Networks Appl., 2012

AUDIO: An Integrity <i>Audi</i>ting Framework of <i>O</i>utlier-Mining-as-a-Service Systems.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Understanding Data Completeness in Network Monitoring Systems.

[BibT_eX]

[DOI]

Flip Korn

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Integrity verification of cloud-hosted data analytics computations.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Cloud Intelligence (colocated with VLDB 2012), 2012

2011

Metadata-guided evaluation of resource-constrained queries in content caching based wireless networks.

[BibT_eX]

[DOI]

Wirel. Networks, 2011

Trajectory anonymity in publishing personal mobility data.

[BibT_eX]

[DOI]

Francesco Bonchi

SIGKDD Explor., 2011

Privacy-preserving publishing microdata with full functional dependencies.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2011

Semantics-Enhanced Privacy Recommendation for Social Networking Sites.

[BibT_eX]

[DOI]

Proceedings of the IEEE 10th International Conference on Trust, 2011

Efficient Storage and Temporal Query Evaluation in Hierarchical Data Archiving Systems.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2011

Privacy-Preserving Data Mining from Outsourced Databases.

[BibT_eX]

[DOI]

Fosca Giannotti

Anna Monreale

Dino Pedreschi

Proceedings of the Computers, Privacy and Data Protection: an Element of Choice, 2011

2010

Privacy-Preserving Data Sharing in Cloud Computing.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2010

A Reinforcement Learning Based Framework for Prediction of Near Likely Nodes in Data-Centric Mobile Wireless Networks.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2010

A decentralized key management scheme via neighborhood prediction in mobile wireless networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th International Conference on Mobile Adhoc and Sensor Systems, 2010

Privacy-preserving data publishing.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

Ensuring Data Storage Security against Frequency-Based Attacks in Wireless Networks.

[BibT_eX]

[DOI]

Hongbo Liu

Yingying Chen

Proceedings of the Distributed Computing in Sensor Systems, 2010

Distributed and Secure Access Control in P2P Databases.

[BibT_eX]

[DOI]

Angela Bonifati

Proceedings of the Data and Applications Security and Privacy XXIV, 2010

Privacy-Preserving Publishing Data with Full Functional Dependencies.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2010

SPac: a distributed, peer-to-peer, secure and privacy-aware social space.

[BibT_eX]

[DOI]

Angela Bonifati

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Towards publishing recommendation data with predictive anonymization.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM Symposium on Information, 2010

2009

Anonymizing moving objects: how to hide a MOB in a crowd?

[BibT_eX]

[DOI]

Roman Yarovoy

Francesco Bonchi

Proceedings of the EDBT 2009, 2009

Hiding distinguished ones into crowd: privacy-preserving publishing data with outliers.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

Integrity Verification of Outsourced XML Databases.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Answering XML queries using materialized views revisited.

[BibT_eX]

[DOI]

Xiaoying Wu

Dimitri Theodoratos

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Ambiguity: Hide the Presence of Individuals and Their Privacy with Low Information Loss.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Management of Data, 2008

2007

Optimizing Tree Pattern Queries over Secure XML Databases.

[BibT_eX]

[DOI]

Divesh Srivastava

SungRan Cho

Sihem Amer-Yahia

Proceedings of the Secure Data Management in Decentralized Systems, 2007

The Threshold Algorithm: From Middleware Systems to the Relational Engine.

[BibT_eX]

[DOI]

Nicolas Bruno

IEEE Trans. Knowl. Data Eng., 2007

2006

Probabilistic privacy analysis of published views.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM Workshop on Privacy in the Electronic Society, 2006

Efficient Secure Query Evaluation over Encrypted XML Databases.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Answering Tree Pattern Queries Using Views.

[BibT_eX]

[DOI]

Zheng (Jessica) Zhao

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

2004

On Testing Satisfiability of Tree Pattern Queries.

[BibT_eX]

[DOI]

Ganesh Ramesh