Chris Clifton

Ming Yin

Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

2023

LuMaMi28: Real-Time Millimeter-Wave Multi-User MIMO Systems With Antenna Selection.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., November, 2023

Statistical limitations of sensitive itemset hiding methods.

[BibT_eX]

[DOI]

Shalini Jangra

Durga Toshniwal

Appl. Intell., October, 2023

On Improving Fairness of AI Models with Synthetic Minority Oversampling Techniques.

[BibT_eX]

[DOI]

Yan Zhou

Chowdhury Mohammad Rakin Haider

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022

Differentially Private k-Nearest Neighbor Missing Data Imputation.

[BibT_eX]

[DOI]

ACM Trans. Priv. Secur., 2022

A Roadmap for Greater Public Use of Privacy-Sensitive Government Data: Workshop Report.

[BibT_eX]

[DOI]

CoRR, 2022

Unfair AI: It Isn't Just Biased Data.

[BibT_eX]

[DOI]

Yan Zhou

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Differentially Private Naïve Bayes Classifier Using Smooth Sensitivity.

[BibT_eX]

[DOI]

Farzad Zafarani

Proc. Priv. Enhancing Technol., 2021

LuMaMi28: Real-Time Millimeter-Wave Massive MIMO Systems with Antenna Selection.

[BibT_eX]

[DOI]

CoRR, 2021

Improving Fairness of AI Systems with Lossless De-biasing.

[BibT_eX]

[DOI]

Yan Zhou

CoRR, 2021

Differentially Private Imaging via Latent Space Manipulation.

[BibT_eX]

[DOI]

Tao Li

CoRR, 2021

mmWave Massive MIMO in Real Propagation Environment: Performance Evaluation Using LuMaMi28GHz.

[BibT_eX]

[DOI]

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

A Partitioned Recoding Scheme for Privacy Preserving Data Publishing.

[BibT_eX]

[DOI]

Proceedings of the Privacy in Statistical Databases, 2020

2019

When Is a Semi-honest Secure Multiparty Computation Valuable?

[BibT_eX]

[DOI]

Radhika Bhargava

Proceedings of the Decision and Game Theory for Security - 10th International Conference, 2019

2018

Privacy-Preserving Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Privacy Metrics.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Individually Identifiable Data.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Support vector classification with ℓ-diversity.

[BibT_eX]

[DOI]

Comput. Secur., 2018

Differentially Private Feature Selection for Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Fourth ACM International Workshop on Security and Privacy Analytics, 2018

2017

Instance-Based Learning with l-diversity.

[BibT_eX]

[DOI]

Trans. Data Priv., 2017

Statistical Learning Theory Approach for Data Classification with ℓ-diversity.

[BibT_eX]

[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Secure minimum weighted bipartite matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Dependable and Secure Computing, 2017

Towards a Framework for Developing Cyber Privacy Metrics: A Vision Paper.

[BibT_eX]

[DOI]

Elisa Bertino

Proceedings of the 2017 IEEE International Congress on Big Data, 2017

2016

An Ultra-Wideband Digitally Programmable Power Amplifier With Efficiency Enhancement for Cellular and Emerging Wireless Communication Standards.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2016

K-Nearest Neighbor Classification Using Anatomized Data.

[BibT_eX]

[DOI]

CoRR, 2016

Statistical Learning Theory Approach for Data Classification with l-diversity.

[BibT_eX]

[DOI]

CoRR, 2016

Decision Tree Classification on Outsourced Data.

[BibT_eX]

[DOI]

CoRR, 2016

Differentially Private Significance Testing on Paired-Sample Data.

[BibT_eX]

[DOI]

Christine Task

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

2015

Anonymizing transactional datasets.

[BibT_eX]

[DOI]

Bechara al Bouna

J. Comput. Secur., 2015

Laplace noise generation for two-party computational differential privacy.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Conference on Privacy, Security and Trust, 2015

Privacy-Integrated Graph Clustering Through Differential Privacy.

[BibT_eX]

[DOI]

Yvonne Mülle

Klemens Böhm

Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

Efficient Sanitization of Unsafe Data Correlations.

[BibT_eX]

[DOI]

Bechara al Bouna

Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

2014

Combating discrimination using Bayesian networks.

[BibT_eX]

[DOI]

Artif. Intell. Law, 2014

Top-k frequent itemsets via differentially private FP-trees.

[BibT_eX]

[DOI]

Jaewoo Lee

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Realizable Rational Multiparty Cryptographic Protocols.

[BibT_eX]

[DOI]

John Ross Wallrabenstein

Proceedings of the Decision and Game Theory for Security - 5th International Conference, 2014

Privacy Preserving Tâtonnement - A Cryptographic Construction of an Incentive Compatible Market.

[BibT_eX]

[DOI]

John Ross Wallrabenstein

Proceedings of the Financial Cryptography and Data Security, 2014

Association Rule Mining on Fragmented Database.

[BibT_eX]

[DOI]

Proceedings of the Data Privacy Management, Autonomous Spontaneous Security, and Security Assurance, 2014

Privacy Beyond Confidentiality.

[BibT_eX]

[DOI]

Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security, 2014

2013

On Syntactic Anonymity and Differential Privacy.

[BibT_eX]

[DOI]

Tamir Tassa

Trans. Data Priv., 2013

Maintaining Database Anonymity in the Presence of Queries.

[BibT_eX]

[DOI]

Ryan D. Riley

Proceedings of the Security and Trust Management - 9th International Workshop, 2013

Privacy through Uncertainty in Location-Based Services.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Challenges and Opportunities for Security with Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the Information Systems Security - 9th International Conference, 2013

Equilibrium Concepts for Rational Multiparty Computation.

[BibT_eX]

[DOI]

John Ross Wallrabenstein

Proceedings of the Decision and Game Theory for Security - 4th International Conference, 2013

Updating outsourced anatomized private databases.

[BibT_eX]

[DOI]

Ahmet Erhan Nergiz

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Using Safety Constraint for Transactional Dataset Anonymization.

[BibT_eX]

[DOI]

Bechara al Bouna

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

2012

t-Plausibility: Generalizing Words to Desensitize Text.

[BibT_eX]

[DOI]

Pedro Pastrana-Camacho

Luo Si

Trans. Data Priv., 2012

Special issue on the best papers of SDM'11.

[BibT_eX]

[DOI]

Takashi Washio

Stat. Anal. Data Min., 2012

Mobility Data Mining and Privacy (Dagstuhl Seminar 12331).

[BibT_eX]

[DOI]

Bart Kuijpers

Katharina Morik

Yücel Saygin

Dagstuhl Reports, 2012

Differential identifiability.

[BibT_eX]

[DOI]

Jaewoo Lee

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Discriminatory Decision Policy Aware Classification.

[BibT_eX]

[DOI]

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

A Guide to Differential Privacy Theory in Social Network Analysis.

[BibT_eX]

[DOI]

Christine Task

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

Discovering Privacy.

[BibT_eX]

[DOI]

Proceedings of the Journeys to Data Mining, 2012

2011

Anonymous Search Histories Featuring Personalized Advertisement - Balancing Privacy with Economic Interests.

[BibT_eX]

[DOI]

Trans. Data Priv., 2011

Classifier evaluation and attribute selection against active adversaries.

[BibT_eX]

[DOI]

Bowei Xi

Data Min. Knowl. Discov., 2011

How Much Is Enough? Choosing ε for Differential Privacy.

[BibT_eX]

[DOI]

Jaewoo Lee

Proceedings of the Information Security, 14th International Conference, 2011

Significance of Term Relationships on Anonymization.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

Query Processing in Private Data Outsourcing Using Anonymization.

[BibT_eX]

[DOI]

Ahmet Erhan Nergiz

Proceedings of the Data and Applications Security and Privacy XXV, 2011

Privacy - Preserving Data Mining at 10: Whats Next?

[BibT_eX]

[DOI]

Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

2010

Efficient privacy-preserving similar document detection.

[BibT_eX]

[DOI]

VLDB J., 2010

d-Presence without Complete World Knowledge.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

Practical and Secure Integer Comparison and Interval Check.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Search-log anonymization and advertisement: are they mutually exclusive?

[BibT_eX]

[DOI]

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

2009

Privacy-Preserving Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Privacy Metrics.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Individually Identifiable Data.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Privacy-Preserving Kth Element Score over Vertically Partitioned Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Multirelational k-Anonymity.

[BibT_eX]

[DOI]

Ahmet Erhan Nergiz

IEEE Trans. Knowl. Data Eng., 2009

Providing Privacy through Plausibly Deniable Search.

[BibT_eX]

[DOI]

Mummoorthy Murugesan

Proceedings of the SIAM International Conference on Data Mining, 2009

Assured Information Sharing Life Cycle.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2009

t-Plausibility: Semantic Preserving Text Sanitization.

[BibT_eX]

[DOI]

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

2008

Privacy-preserving Naïve Bayes classification.

[BibT_eX]

[DOI]

VLDB J., 2008

Privacy-preserving decision trees over vertically partitioned data.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2008

An Approach to Securely Identifying Beneficial Collaboration in Decentralized Logistics Systems.

[BibT_eX]

[DOI]

Manuf. Serv. Oper. Manag., 2008

Transforming semi-honest protocols to ensure accountability.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2008

Similar Document Detection with Limited Information Disclosure.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Collaborative Search and User Privacy: How Can They Be Reconciled?.

[BibT_eX]

[DOI]

Proceedings of the Collaborative Computing: Networking, 2008

Opportunities for private and secure machine learning.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Workshop on Security and Artificial Intelligence, 2008

Is Privacy Still an Issue for Data Mining?

[BibT_eX]

[DOI]

Proceedings of the Next Generation of Data Mining., 2008

2007

TKDE Guidelines for Survey Papers.

[BibT_eX]

[DOI]

Xindong Wu

Christos Faloutsos

IEEE Trans. Knowl. Data Eng., 2007

Thoughts on k-anonymization.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2007

Hiding the presence of individuals from shared databases.

[BibT_eX]

[DOI]

Maurizio Atzori

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

AC-Framework for Privacy-Preserving Collaboration.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Identifying Rare Classes with Sparse Training Data.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007

2006

A secure distributed framework for achieving k-anonymity.

[BibT_eX]

[DOI]

VLDB J., 2006

Transforming Semi-Honest Protocols to Ensure Accountability.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Privacy Preserving Data Mining

[BibT_eX]

[DOI]

Yu Zhu

Advances in Information Security 19, Springer, ISBN: 978-0-387-25886-7, 2006

2005

The Indiana Center for Database Systems at Purdue University.

[BibT_eX]

[DOI]

SIGMOD Rec., 2005

Privacy-preserving clustering with distributed EM mixture modeling.

[BibT_eX]

[DOI]

Xiaodong Lin

Michael Y. Zhu

Knowl. Inf. Syst., 2005

Secure set intersection cardinality with application to association rule mining.

[BibT_eX]

[DOI]

J. Comput. Secur., 2005

Dependable Real-Time Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Eighth IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2005), 2005

Privacy-Preserving Top-K Queries.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

Knowledge Discovery from Transportation Network Data.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

Privacy-Preserving Decision Trees over Vertically Partitioned Data.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security XIX, 2005

Security Issues in Querying Encrypted Data.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security XIX, 2005

Privacy-Preserving Distributed k-Anonymity.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security XIX, 2005

2004

Privacy-Preserving Distributed Mining of Association Rules on Horizontally Partitioned Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2004

TopCat: Data Mining for Topic Identification in a Text Corpus.

[BibT_eX]

[DOI]

Robert Cooley

Jason Rennie

IEEE Trans. Knowl. Data Eng., 2004

Privacy-Preserving Data Mining: Why, How, and When.

[BibT_eX]

[DOI]

IEEE Secur. Priv., 2004

Privacy Preserving Naïve Bayes Classifier for Vertically Partitioned Data.

[BibT_eX]

[DOI]

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Privately Computing a Distributed k-nn Classifier.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

When do data mining results violate privacy?

[BibT_eX]

[DOI]

Jiashun Jin

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

A CMOS low-power ADC for DVB-T and DVB-H systems.

[BibT_eX]

Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Privacy-Preserving Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Privacy-preserving data integration and sharing.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2004

Data Mining: The Next Generation.

[BibT_eX]

[DOI]

Proceedings of the Perspectives Workshop: Data Mining: The Next Generation, 11.07., 2004

2003

Change Detection in Overhead Imagery Using Neural Networks.

[BibT_eX]

[DOI]

Appl. Intell., 2003

Derived access control specification for XML.

[BibT_eX]

[DOI]

Siddhartha K. Goel

Arnon Rosenthal

Proceedings of the 2003 ACM Workshop on XML Security, Fairfax, VA, USA, October 31, 2003, 2003

Leveraging the "Multi" in secure multi-party computation.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM Workshop on Privacy in the Electronic Society, 2003

Privacy-Enhanced Data Management for Next-Generation e-Commerce.

[BibT_eX]

[DOI]

Proceedings of 29th International Conference on Very Large Data Bases, 2003

Privacy-preserving k-means clustering over vertically partitioned data.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Assuring privacy when big brother is watching.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery, 2003

2002

Tools for Privacy Preserving Data Mining.

[BibT_eX]

[DOI]

SIGKDD Explor., 2002

Privacy preserving association rule mining in vertically partitioned data.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

2001

Using Unknowns to Prevent Discovery of Association Rules.

[BibT_eX]

[DOI]

Yücel Saygin

Vassilios S. Verykios

SIGMOD Rec., 2001

Emerging standards for data mining.

[BibT_eX]

[DOI]

Comput. Stand. Interfaces, 2001

Directions for Web and E-Commerce Applications Security.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2001), 2001

Real-Time Data Mining of Multimedia Objects.

[BibT_eX]

[DOI]

John A. Maurer

Marion G. Ceruti

Proceedings of the 4th International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2001), 2001

GeoNode: An End-to-End System from Research Components.

[BibT_eX]

John Griffith

Rod Holland

Proceedings of the ICDE 2001, Demo Session Abstracts (Informal Proceedings), 2001

2000

Database Integration Using Neural Networks: Implementation and Experiences.

[BibT_eX]

[DOI]

Shu-Yao Liu

Knowl. Inf. Syst., 2000

Using Sample Size to Limit Exposure to Data Mining.

[BibT_eX]

[DOI]

J. Comput. Secur., 2000

SEMINT: A tool for identifying attribute correspondences in heterogeneous databases using neural networks.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2000

1999

TopCat: Data Mining for Topic Identification in a Text Corpus.

[BibT_eX]

[DOI]

Robert Cooley

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Panel on Intrusion Detection.

[BibT_eX]

Proceedings of the Research Advances in Database and Information Systems Security, 1999

Protecting Against Data Mining through Samples.

[BibT_eX]

Proceedings of the Research Advances in Database and Information Systems Security, 1999

1998

Multidatabase Query Processing with Uncertainty in Global Keys and Attribute Values.

[BibT_eX]

[DOI]

Peter Scheuermann

J. Am. Soc. Inf. Sci., 1998

Query Flocks: A Generalization of Association-Rule Mining.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD 1998, 1998

Data Mining on Text.

[BibT_eX]

[DOI]

Rick Steinheiser

Proceedings of the COMPSAC '98, 1998

1997

Experience with a Combined Approach to Attribute-Matching Across Heterogeneous Databases.

[BibT_eX]

E. Housman

Arnon Rosenthal

Proceedings of the Data Mining and Reverse Engineering: Searching for Semantics, 1997

Security Issues in Data Warehousing and Data Mining: Panel Discussion.

[BibT_eX]

Proceedings of the Database Securty XI: Status and Prospects, 1997

1996

Dynamic Integration and Query Processing with Ranked Role Sets.

[BibT_eX]

[DOI]

Peter Scheuermann

Proceedings of the First IFCIS International Conference on Cooperative Information Systems (CoopIS'96), 1996

1995

HyperFile: A Data and Query Model for Documents

[BibT_eX]

[DOI]

David Bloom

VLDB J., 1995

Semint: A System Prototype for Semantic Integration in Heterogeneous Databases.

[BibT_eX]

[DOI]

Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, 1995

Classifying Software Components Using Design Characteristics.

[BibT_eX]

[DOI]

Proceedings of the Proceedings KBSE'95, 1995

How are We Going to Pay for This? Fee-for-Service in Distributed Systems: Research and Policy Issues (Panel).

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Distributed Computing Systems, Vancouver, British Columbia, Canada, May 30, 1995

1994

Semantic Integration in Heterogeneous Databases Using Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the VLDB'94, 1994

1993

Using Field Specifications to Determine Attribute Equivalence in Heterogeneous Databases.

[BibT_eX]

[DOI]

Proceedings of the RIDE-IMS '93, 1993

The Gold Mailer.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Data Engineering, 1993

Information Brokers: Sharing Knowledge in a Heterogeneous Distributed System.

[BibT_eX]

[DOI]

Daniel Barbará

Proceedings of the Database and Expert Systems Applications, 4th International Conference, 1993

1991

Distributed processing of filtering queries in HyperFile.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Distributed Computing Systems (ICDCS 1991), 1991

1990

Indexing in a Hypertext Database.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Very Large Data Bases, 1990

Data Management with Massive Memory: A Summary.

[BibT_eX]

[DOI]

Proceedings of the Parallel Database Systems, 1990

1988

The design of a document database.

[BibT_eX]

[DOI]