| Department of Computer Sciences |
| Purdue University |
| 305 N. University St. |
| West Lafayette, Indiana 47907-2107 |
| (765)494-6005 |
Email:
|
| 72 Limberlost Lane |
| West Lafayette, Indiana 47906-9400 |
| (765)746-3979 |
| United States Citizen |
CHRISTOPHER W. CLIFTON |
|
|
Novel uses of data mining technology, including
data mining of text,
data mining techniques applied to interoperation of heterogeneous
information sources,
and security and privacy issues raised by data mining.
Fundamental data mining challenges posed by these applications, such as
extracting knowledge from noisy data,
identifying knowledge in highly skewed data (few examples of
interesting
behavior),
limits on learning.
Database support for widely distributed and autonomously controlled
information, particularly information administration issues.
Christopher W. Clifton, Deirdre K. Mulligan, and Raghu Ramakrishnan,
Data Mining and Privacy: An Overview
, in
Privacy
and Technologies of Identity A Cross-Disciplinary Conversation,
Katherine Strandburg and Daniela Stan Raicu (Eds.), Springer-Verlag, 2006.
Privacy-Preserving Data Mining
,
with Jaideep Vaidya
and Michael Zhu,
Springer-Verlag,
November 2005.
Privacy-Preserving Data Mining
,
with
Murat Kantarcioglu and
Jaideep Vaidya,
in
Foundations and Advances in Data Mining,
Wesley Chu and T.Y. Lin, eds.,
Studies in Fuzziness and Soft Computing vol. 180,
Springer-Verlag,
2005.
Defining Privacy for Data Mining
,
with
Murat Kantarcioglu and
Jaideep Vaidya,
in
Data Mining: Next Generation Challenges and Future Directions,
AAAI Press,
2004,
pp. 255-272.
Security and Privacy
, Chapter 18 in
Handbook of Data Mining,
Lawrence Erlbaum Associates,
Mahwah, NJ, April 2003.
Privacy Preserving Naive Bayes Classification
with Jaideep Vaidya and
Murat Kantarcioglu,
The VLDB Journal
17(4):879-898,
VLDB Endowment, July 2008.
Transforming Semi-Honest Protocols to Ensure Accountability
,
with
Wei Jiang and
Murat Kantarcioglu,
Data and Knowledge Engineering
65(1):57-74
special section on Privacy Aspects of Data Mining
,
Elsevier Science, Amsterdam, April 2008.
Expanded version of PADM06 paper.
An Approach to Identifying Beneficial Collaboration Securely in Decentralized Logistics Systems
,
with
Ananth Iyer,
Richard Cho,
Wei Jiang,
Murat Kantarcioglu, and
Jaideep Vaidya,
Manufacturing & Service Operations Management 10(1),
INFORMS,
Linthicum, Maryland,
Winter 2008.
Thoughts on k-Anonymization
,
with Mehmet Ercan Nergiz,
Data and Knowledge Engineering
63(3),
Elsevier Science, Amsterdam, December 2007.
Invited article, expanded version of PDM06 paper.
A Secure Distributed Framework for Achieving k-Anonymity
,
with Wei Jiang,
The VLDB Journal
15(4):
Special Issue on Privacy-Preserving Data Management,
VLDB Endowment,
November 2006.
Secure Set Intersection Cardinality with Application to Association Rule Mining
,
with Jaideep Vaidya,
Journal of Computer Security 13(4),
IOS Press,
November 2005.
Privacy Preserving Clustering with Distributed EM Mixture Modeling
,
with Xiaodong Lin
and Michael Zhu,
Knowledge and Information
Systems 8(1),
Springer-Verlag,
London,
July 2005.
Privacy-Preserving Data Mining: Why, How, and What For?
,
with Jaideep Vaidya,
IEEE Security & Privacy,
New York, NY,
November/December, 2004.
Privacy Preserving Data Mining of Association Rules on Horizontally Partitioned Data
,
with Murat Kantarcioglu,
Transactions on Knowledge and
Data Engineering
16(9),
IEEE Computer Society Press,
Los Alamitos, CA,
September 2004.
TopCat: Data Mining for Topic Identification in a Text Corpus
,
with Robert Cooley
and Jason Rennie,
Transactions on Knowledge and
Data Engineering
16(8),
IEEE Computer Society Press,
Los Alamitos, CA, August, 2004.
Change Detection in Overhead Imagery using Neural Networks
,
International Journal of Applied Intelligence 18(2),
Kluwer Academic Publishers,
Dordrecht, The Netherlands, March 2003.
Emerging Standards for Data Mining
,
with Bhavani Thuraisingham,
Computer Standards and Interfaces
23
(3),
Elsevier Science, Amsterdam,
July 2001.
Using Sample Size to Limit Exposure to Data Mining
,
Journal of Computer Security 8
(4),
IOS Press,
November 2000.
Invited article.
Expanded version of Protecting Against Data Mining
through Samples.
SEMINT:
A Tool for Identifying Attribute Correspondences in Heterogeneous
Databases Using Neural Networks
,
with Wen-Syan Li,
Data and Knowledge Engineering
33(1),
Elsevier Science, Amsterdam,
April 2000.
Database
Integration Using Neural Networks: Implementation and Experiences
,
with
Wen-Syan Li and
Shu-Yao Liu,
Knowledge and Information
Systems
2(1),
Springer-Verlag,
London, February 2000.
Multidatabase
Query Processing with Uncertainty in Global Keys and Attribute Values
,
with Peter Scheuermann
and Wen-Syan Li,
Journal of the American Society for Information Science
49(3),
John Wiley & Sons, Philadelphia, PA,
March 1998.
Dynamic Integration in Multidatabase Systems
,
with Wen-Syan Li,
Journal of Database Management, 7(1),
IDEA
Group Publishing, Harrisburg, PA, Winter 1996.
HyperFile: A Data and Query Model for Documents
,
with
Hector Garcia-Molina
and David Bloom,
VLDB Journal,
4(1):45-86,
The Boxwood Press, Pacific Grove, CA, March 1995.
Similar Document Detection with Limited Information Disclosure
,
with Wei Jiang,
Mummoorthy Murugesan,
and Luo Si,
Proceedings of the 24th International Conference on Data Engineering (ICDE 2008),
Cancun, Mexico, April 7-12, 2008.
Identifying Rare Classes with Sparse Training Data
,
with Mingwu Zhang,
Wei Jiang, and
Sunil Prabhakar,
Proceedings of the 18th International Conference on Database and Expert Systems Applications,
Regensburg, Germany, September 4-7, 2007.
Hiding the Presence of Individuals from Shared Databases
,
with Mehmet Ercan Nergiz and
Maurizio Atzori,
2007 ACM SIGMOD
International Conference on Management of Data,
Beijing, China, June 11-14, 2007.
AC-Framework for Privacy-Preserving Collaboration
,
with Wei Jiang,
2007 SIAM International Conference on Data Mining (SDM07),
Minneapolis, Minnesota, April 26-28, 2007.
MultiRelational k-Anonymity
with Mehmet Ercan Nergiz and
Ahmet Erhan Nergiz,
The 23rd IEEE International Conference on Data Engineering (ICDE 2007),
Istanbul, Turkey, April 16-20, 2007.
Transforming Semi-Honest Protocols to Ensure Accountability
,
with Wei Jiang,
The ICDM workshop on
Privacy Aspects of Data Mining (PADM06),
Hong Kong, China, Dec. 18, 2006.
Thoughts on k-Anonymization
,
with Mehmet Ercan Nergiz,
The Second International Workshop on Privacy Data Management
held in conjunction with
The 22nd International Conference on Data Engineering,
Atlanta, USA April 8, 2006.
Privacy-Preserving Distributed k-Anonymity
,
with Wei Jiang,
The 19th Annual IFIP WG 11.3 Working Conference
on Data and Applications Security
August 7-10, 2005, Storrs, Connecticut.
Security Issues in Querying Encrypted Data
,
with Murat Kantarcioglu,
The 19th Annual IFIP WG 11.3 Working Conference
on Data and Applications Security
August 7-10, 2005, Storrs, Connecticut.
Privacy-Preserving Decision Trees over Vertically Partitioned Data
,
with Jaideep Vaidya,
The 19th Annual IFIP WG 11.3 Working Conference
on Data and Applications Security
August 7-10, 2005, Storrs, Connecticut.
Dependable Real-time Data Mining
,
with Bhavani Thuraisingham, Latifur Khan, John Maurer, and Marion Ceruti,
8th IEEE
International Symposium on Object-Oriented Real-Time Distributed
Computing (ISORC 2005), Seattle, Washington, May 18-20, 2005.
Privacy-Preserving Top-K Queries
with Jaideep Vaidya,
The 21st International Conference on Data Engineering (ICDE 2005),
April 5-8, 2005, Tokyo, Japan.
Knowledge Discovery from Transportation Network Data
,
with Wei Jiang,
Jaideep Vaidya,
Zahir Balaporia, and Brett Banich,
The 21st International Conference on Data Engineering (ICDE 2005),
April 5-8, 2005, Tokyo, Japan. Best paper, Industrial Track.
Privacy-Preserving Outlier Detection
with Jaideep Vaidya,
The Fourth IEEE International Conference on Data Mining,
November 1-4, 2004, Brighton, UK.
Privately Computing a Distributed k-nn Classifier
,
with Murat Kantarcioglu,
8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD),
September 20-24, 2004, Pisa, Italy.
When
do Data Mining Results Violate Privacy?
,
with Murat Kantarcioglu
and Jiashun Jin,
The Tenth ACM SIGKDD
International Conference on Knowledge Discovery and Data Mining,
August 22-25, 2004, Seattle, Washington.
Privacy Preserving Data Integration and Sharing
,
with AnHai Doan,
Ahmed Elmagarmid,
Murat Kantarcioglu,
Gunther Schadow,
Dan Suciu, and
Jaideep Vaidya,
The 9th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD'2004)
June 13, 2004, Paris, France.
Privacy Preserving Naive Bayes Classifier for Vertically Partitioned Data
,
with Jaideep Vaidya,
2004 SIAM International Conference on Data Mining,
April 22-24, 2004,
Lake Buena Vista, Florida, USA.
Derived Access Control Specification for XML
,
with Siddhartha Goel
and Arnon Rosenthal,
Workshop on XML Security
held in association with the
10th ACM Conference on Computer and Communications Security,
October 31, 2003, Fairfax, Virginia.
Leveraging the
,
with Jaideep Vaidya,
Workshop on Privacy in the Electronic Society
held in association with the
10th ACM Conference on Computer and Communications Security
October 30, 2003, Washington, DC.
Multi
in Secure Multi-Party Computation
Privacy-Preserving K-Means Clustering over Vertically Partitioned Data
,
with Jaideep Vaidya,
The Ninth ACM SIGKDD
International Conference on Knowledge Discovery and Data Mining,
August 24 - 27, 2003,
Washington, D.C.
Honorable Mention, Best Paper Competition.
Assuring Privacy when Big Brother is Watching
,
with Murat Kantarcioglu,
The 8th ACM SIGMOD
Workshop on Research Issues in Data Mining and Knowledge Discovery
(DMKD'2003),
June 13, 2003, San Diego, California.
Privacy Preserving
Association Rule Mining in Vertically Partitioned Data
,
with Jaideep Vaidya,
The Eighth ACM SIGKDD
International Conference on Knowledge Discovery and Data Mining,
July 23 - 26, 2002,
Edmonton, Alberta, Canada.
Privacy-preserving Distributed Mining
of Association Rules on Horizontally Partitioned Data
,
with Murat Kantarcioglu,
The ACM SIGMOD
Workshop on Research Issues in Data Mining and Knowledge Discovery
(DMKD'2002),
June 2, 2002, Madison, Wisconsin.
Coordinating Accessibility versus Restrictions in Distributed Object Systems
,
with Arnon Rosenthal,
3rd International Symposium on Distributed Objects & Applications
17-20 September, 2001
Rome, Italy.
Poster paper.
Directions for Web and E-Commerce Applications Security
,
with Bhavani Thuraisingham, Amar Gupta, Elisa Bertino, and Elena Ferrari,
Enabling Technologies: Infrastructure for Collaborative Enterprises,
WET ICE 2001, Cambridge, Massachusetts, June 20-22, 2001.
(Also available in IEEE Digital Library).
Real-Time Data Mining of Multimedia Objects
,
with Bhavani Thuraisingham, Marion G. Ceruti, and John Maurer,
Fourth IEEE
International Symposium on Object-Oriented Real-Time Distributed
Computing (ISORC 2001), Magdeburg, Germany, May 2-4, 2001.
Developing Custom Intrusion Detection Filters Using Data Mining
,
with Gary Gengo,
2000 Military Communications
International Symposium (MILCOM2000), Los Angeles, California,
October 22-25, 2000.
TopCat: Data Mining for Topic Identification in a Text Corpus
,
with Robert Cooley,
3rd European Conference
on Principles and Practice of Knowledge Discovery in Databases,
Prague, Czech Republic, September 15-18, 1999.
Lecture Notes in Artificial Intelligence
1704,
Springer-Verlag.
(Draft Available.)
Protecting Against Data Mining through Samples
,
Thirteenth
Annual IFIP WG 11.3 Working Conference on Database Security,
July 26-28, 1999, Seattle, WA.
Expanded version invited for submission to
Journal of Computer Security,
IOS Press
(see above).
GeoNODE: Visualizing News in a Geospatial Context
,
with
Rob Hyland
and Rod Holland,
Federal Data Mining Symposium and Exposition '99,
AFCEA,
March 9-10, 1999, Washington, D.C.
Data
Mining on Text
, with Rick Steinheiser,
The Twenty-Second Annual International Computer Software and Applications Conference,
Vienna, Austria, August 19-21, 1998.
(Also in IEEE Digital Library.)
Query
Flocks: A Generalization of Association Rule Mining
,
with
Dick Tsur,
Jeffrey D. Ullman,
Serge Abiteboul, Rajeev Motwani, Svetlozar Nestorov, and
Arnon Rosenthal,
in Proceedings of the
1998
ACM SIGMOD International Conference on Management of Data,
June 1-4, 1998, Seattle, WA.
(Also in
SIGMOD
eproceedings (postscript).)
Knowledge Discovery in Text
,
with
Arnon Rosenthal,
Rick Steinheiser, and
Jeffrey D. Ullman,
First Federal Data Mining Symposium,
AFCEA,
December 16-17, 1997, Washington, D.C.
Revised version appeared in the
European
Conference on Machine Learning
Workshop
on Text Mining, April 24, 1998, Chemnitz, Germany.
Experience with a Combined Approach to Attribute-Matching Across Heterogeneous Databases
,
with
Ed Housman
and
Arnon Rosenthal,
7th IFIP 2.6 Working Conference on Database Semantics
October 7-10, 1997, Leysin, Switzerland.
Dynamic Integration and Query Processing with Ranked Role Sets
,
with Peter Scheuermann
and Wen-Syan Li,
Proceedings of the
First
IFCIS International Conference on Cooperative Information Systems
(CoopIS'96), Brussels, Belgium, June 19-21, 1996.
Security and Privacy Implications of Data Mining
,
with
Don Marks,
ACM
SIGMOD
Workshop
on Data Mining and Knowledge Discovery,
Montreal, Canada, June 2, 1996.
Classifying
Software Components Using Design Characteristics
,
with Wen-Syan Li,
Proceedings of
The Tenth
Knowledge-Based Software Engineering Conference,
November 12-15, 1995, Boston, MA.
Experiences with SEMINT: Automated Semantic Integration
,
with Wen-Syan Li,
Proceedings of the International Conference on Advanced Science and Technology,
March 25, 1995, Chicago, IL.
Semantic
Integration in Heterogeneous Databases Using Neural Networks
,
with Wen-Syan Li,
Proceedings of the
20th
International Conference on Very Large Data Bases,
pp. 1-12, Santiago, Chile, September 12-15, 1994.
Compiling Local Test Formulas for Global Constraints in Distributed Databases
,
with Herts Chen,
International Conference on Intelligent Information Management Systems,
Washington, D.C., June 1-3 1994.
Information Brokers: Sharing Knowledge in a Heterogeneous Distributed System
,
with
Daniel Barbará,
Proceedings of the
4th International Conference on Database and Expert Systems Applications
Prague, Czechoslovakia, September 6-8, 1993.
Lecture Notes in Computer Science
720,
Springer-Verlag.
Using Field Specifications to Determine Attribute Equivalence in Heterogeneous Databases
,
with Wen-Syan Li,
Proceedings of
RIDE-IMS'93:
Third International Workshop on Research Issues in Data Engineering,
Vienna, Austria, April 18-20, 1993.
The Gold Mailer
,
with
Daniel Barbará,
Fred Douglis,
Hector Garcia-Molina,
Ben Kao,
Stephen Johnson,
Jens Tellefsen, and Rosemary Walsh,
Proceedings of the
Ninth International Conference on Data Engineering,
IEEE,
Vienna, Austria, April 19-23, 1993.
Distributed Processing of Filtering Queries in HyperFile
,
with
Hector Garcia-Molina,
Proceedings of the International Conference on Distributed Computing Systems,
IEEE,
Arlington, Texas, May 20-24, 1991.
Data Management with Massive Memory: A Summary
,
with
H. Garcia-Molina,
R. Abbott, C. Staelin, and K. Salem,
in
Parallel Database Systems,
Pierre America, Editor, PRISMA Workshop Proceedings, Noordwijk, The
Netherlands, September 1990.
Lecture Notes in Computer Science
503,
Springer-Verlag.
Indexing in a Hypertext Database
,
with
Hector Garcia-Molina, in
Proceedings of the
1990 conference on Very Large Data Bases,
Brisbane, Australia, August 13-16 1990.
The
Design of a Document Database
,
with
Hector Garcia-Molina and
Robert Hagmann,
ACM
Conference on Document Processing Systems,
Santa Fe, NM, December 5-9, 1988.
GeoNODE: An End-to-End System from Research Components
,
with John Griffith and Rod Holland,
The 17th
International Conference on Data Engineering,
Heidelberg, Germany, April 2-6, 2001.
Natural Language Processing for News Analysis
,
with
Tom Bartee, Stanley Boykin, Thad Cooper, Shereif El-Sheikh, Jerry
Fitzgerald, Joe Francoeur, John Gibson, John Griffith, Steve Hansen,
Lynette Hirschman, Rod Holland, Rob Hyland, Steve Janiak, Mark
Maybury, Andy Merlino, Carsten Oertel, Marc Reichman, Marc Richards,
Paul Silvey and Shane Steward,
Language
Technology Joint Conference (ANLP-NAACL2000),
April 29-May 40, 2000, Seattle, WA.
Semint:
A System Prototype for Semantic Integration in Heterogeneous Databases
,
with Wen-Syan Li,
Proceedings of the
1995
ACM SIGMOD International Conference on Management of Data,
May 23-25, 1995, San Jose, CA.
(Also in
SIGMOD
eproceedings (postscript).)
Information metrics for privacy and anonymity in spatiotemporal data
,
invited talk at the
First Interdisciplinary Workshop on Mobility, Data Mining and Privacy: Preserving anonymity in geographically referenced data,
Rome, Italy, February 14 2008.
Is Privacy Still an Issue for Data Mining?
,
invited talk at the
National Science
Foundation Symposium on Next Generation of Data Mining and
Cyber-Enabled Discovery for Innovation,
Baltimore, Maryland, October 10-12, 2007.
Privacy and Anonymity in Text
,
Max-Planck-Institut for Informatik, Saarbrucken, Germany,
August 31, 2007.
Will Privacy Kill Ubiquitous Knowledge Discovery?
,
invited talk at the
KDUbiq
Working Group on Security and Privacy meeting,
Berlin, Germany, September 19, 2006.
Privacy Conflicts
Inherent in Data Analysis
,
Institute for Software Research International Seminar,
Carnegie-Mellon University, March 29, 2006.
What is Privacy?
Critical Steps for Privacy-Preserving Data Mining
,
invited talk at the workshop on
Privacy
and Security Aspects of Data Mining
in conjunction with
The
Fifth IEEE International Conference on Data Mining,
November 27, 2005, Houston, Texas.
Knowledge Discovery from Transportation Network Data
,
The 21st International Conference on Data Engineering (ICDE 2005),
April 8, 2005, Tokyo, Japan.
Open Issues in Privacy-Preserving Data Mining
,
Maebashi Institute of Technology,
April 4, 2005.
Privacy-Preserving Outlier Detection
,
The Fourth IEEE International Conference on Data Mining,
November 4, 2004, Brighton, UK.
Panel:
Data Mining and Data Aggregation
at the
Symposium on
Privacy and Identity: The Promise and Perils of a Technological Age,
DePaul University,
October 14-15, 2004.
Panel:
Data Aggregation, Mining, and Privacy
at the
NSF Cybertrust PI Meeting,
Pittsburgh, Pennsylvania
August 18-20, 2004.
Knowledge Projection for Tele-Maintenance
,
Crane Naval Surface Warfare Center Distinguished Lecture Series,
February 3, 2004.
Turning Data into Knowledge Without Violating Privacy
,
Joint
Biostatistics & Medical Informatics / Statistics /
Computer Sciences Seminar,
University of Wisconsin, January 29, 2004.
Tutorial:
Privacy-Enhanced
Data Management for Next-Generation e-Commerce
,
with Irini Fundulaki,
Richard Hull,
Bharat Kumar,
Daniel Lieuwen,
and Arnaud Sahuguet,
given at the
29th International Conference on Very Large Data Bases,
September 9-12, 2003, Berlin, Germany.
Tutorial:
Privacy Preserving Data Mining
,
given at
The Ninth ACM SIGKDD
International Conference on Knowledge Discovery and Data Mining,
August 24-27, 2003,
Washington, D.C.
Privacy Preservation to Enable Data Mining Across Enterprises
invited talk at the
IBM Almaden
Institute Symposium on Privacy,
April 9-11, 2003, San Jose, California.
Defining Privacy for Data Mining
,
invited talk at the
National Science
Foundation Workshop on Next Generation Data Mining,
November 1-3, 2002, Baltimore, MD.
Tutorial:
Privacy, Security, and Data Mining
,
given at the combined conference
13th European Conference on Machine Learning (ECML'02)
and
6th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'02),
Helsinki, Finland, 19-23 August, 2002.
Developing Custom Intrusion Detection Filters Using Data Mining
,
2000 Military Communications
International Symposium (MILCOM2000), Los Angeles, California,
October 24, 2000.
Developing
Custom Intrusion Detection Filters Using Data Mining
,
Purdue
Center for Education and Research
in Information Assurance, December 10, 1999.
TopCat: Data Mining for Topic Identification in a Text Corpus
,
3rd European Conference
on Principles and Practice of Knowledge Discovery in Databases,
Prague, Czech Republic, September 16, 1999.
Protecting Against Data Mining through Samples
,
Thirteenth
Annual IFIP WG 11.3 Working Conference on Database Security,
July 27, 1999, Seattle, WA. Also served on panel on Intrusion Detection.
Knowledge Discovery in Text
,
European
Conference on Machine Learning
Workshop
on Text Mining, April 24, 1998, Chemnitz, Germany.
Knowledge Discovery in Text
,
First
Federal Data Mining Symposium,
AFCEA
December 16-17, 1997, Washington, D.C.
Experience with a Combined Approach to Attribute-Matching Across Heterogeneous Databases
,
joint presentation/demonstration with
Ed Housman,
7th IFIP 2.6 Working Conference on Database Semantics
October 7-10, 1997, Leysin, Switzerland.
Data Mining at MITRE
,
Third Applied Database Technology Conference,
The MITRE Corporation,
Bedford, MA, June 5, 1997.
Data Mining in Text
,
Symposium on Advanced Information Processing and Analysis,
Tysons Corner, Virginia, March 26, 1997.
Security and Privacy Implications of Data Mining
,
ACM
SIGMOD
Workshop
on Data Mining and Knowledge Discovery,
Montreal, Canada, June 2, 1996.
Data Mining at MITRE
,
Second Applied Database Technology Conference,
The MITRE Corporation,
Bedford, MA, December 7, 1995.
Neural Networks for Semantic Integration
,
Second Applied Database Technology Conference,
The MITRE Corporation,
Bedford, MA, December 7, 1995.
Classifying Software Components Using Design Characteristics
,
The Tenth
Knowledge-Based Software Engineering Conference,
November 12-15, 1995, Boston, MA.
Semantic Integration in Heterogeneous Databases using Neural Networks
,
20th
International Conference on Very Large Data Bases,
Santiago, Chile, September 12-15 1994.
Using Field Specifications to Determine Attribute Equivalence in Heterogeneous Databases
,
RIDE-IMS'93,
Vienna, Austria, April 18-20, 1993.
Distributed Processing of Filtering Queries in HyperFile
,
11th International Conference on Distributed Computing Systems,
Arlington, TX, May 20-24 1991.
Indexing in a Hypertext Database
,
1990 conference on Very Large Data Bases,
Brisbane, Australia, August 13-16 1990.
The Design of a Document Database
,
ACM Conference on Document Processing Systems,
Santa Fe, NM, December 5-9, 1988.
Elisa Bertino (PI) and Chris Clifton, Identity Management and Trust Negotiation Services, Department of Homeland Security / Institute for Information Infrastructure Protection, 4/1/2007-3/31/2009, $300,000.
David Ebert (Director), Alok Chaturvedi, William Cleveland, Chris Clifton, Ahmed Elmagarmid, and Marc Overhage, Purdue University Regional Visualization and Analytics Center, Department of Homeland Security, January 2006-January 2007, $750,000.
Ann Hendrich (Ascension Health), Marilyn Chow (Kaiser Permanente), Nelson Lee (Rapid Modeling), William Cleveland, Chris Clifton, Jason Abrevaya, A Multi-Site Study of How Medical Surgical Nurses Spend Their Time: A Baseline Study in Preparation for an Electronic Health Record and an Evidenced-based Nursing Unit Design, Robert Wood Johnson Foundation, April 2005-August 2006. (Purdue CS portion $91,29).
Clement J. McDonald (PI) et al., Chris Clifton (Purdue PI) A Center of Excellence in Medical Informatics to Provide an Advanced Infrastructure for Human Research: A Catalyst for Indiana Research, Indiana 21st Century Fund, August 2004-August 2006, $3,832,196 (Lead: Regenstrief Institute for Healthcare; Purdue portion $50,000.)
Chris Clifton, AnHai Doan, Ahmed Elmagarmid, Gunther Schadow, Dan Suciu, Privacy-Preserving Data Integration and Sharing NSF ITR, September 2004-August 2007, $1,000,000.
Chris Clifton and Mikhail Atallah, Collaborative Research: Distributed Data Mining to Protect Information Privacy, NSF Small ITR, August 2003 - August 2006, $276,274. (Collaborative with Wenliang (Kevin) Du, Syracuse University - funded under separate award.)
Chris Clifton, Walid Aref, Ahmed Elmagarmid, Arif Ghafoor, and Sunil Prabhakar, Knowledge Projection for TeleMaintenance, Naval Surface Warfare Center, Crane Division / EG&G October 21, 2002 - September 30, 2005, $1,746,813.
Chris Clifton, Ananth Iyer, and Reha Uzsoy, A Prototype Integrated Transaction Data Analysis and Visualization Environment for the Transportation, Distribution and Logistics Sector, e-Enterprise Center at Discovery Park, August 19 2002 - August 31, 2003, $34,278.
Chris Clifton, Pascal Meunier, and Gustavo Rodriguez-Rivera, Secure Programming: Add-on Course Module and Short Course, e-Enterprise Center at Discovery Park, August 19 2002 - June 30, 2003, $19,344.
Privacy Preserving Distributed Data Mining, Purdue Research Foundation, August 2002 through July 2004, $26,403.
Data Mining for Intrusion Detection, June 1999 through September 2001, ~$360,000.
Data Mining in Text, Co-PI with Arnon Rosenthal and Jeffrey Ullman (Stanford University) September 1996 through June 2000, $589,913 (MITRE's portion $442,174).
Data Mining in Text and Images, MITRE Sponsored Research, January 1996 through October 1999, $521,421.
Data Mining Security, October 1995 through September 1997, ~$120,000.
Shared Software Database, NSF Research Initiation Award, September 1992 through August 1995, $90,000.
Murat Kantarcioglu, Privacy Preserving Data Mining for Horizontally Partitioned Data, PhD August 2005.
Jaideep S. Vaidya, Dissertation Privacy-Preserving Data Mining for Vertically Partitioned Data, PhD August 2004.
Siddhartha K. Goel, Derived Access Control Specification for XML, MS August 2003.
Wen-Syan Li, Dissertation Semantic Integration in Heterogeneous Databases, PhD December 1995; Using Field Specifications to Determine Attribute Equivalence in Heterogeneous Databases, MS December 1992. Student paper award for presentation of Experiences with SEMINT: Automated Semantic Integration.
Shu-Yao Liu, Study of Metadata in Heterogeneous Databases, MS December 1995.
Herts Chen, Dissertation Concurrency Control Using Semantic Knowledge: A Proof Theoretic Basis, PhD December 1994.
Robert Haddleton, An Analysis of an Active Database as Applied to a Real-Time Application, MS June 1994.
Shashidar Jasthi, Application of Software Quality Models to Individual Evaluation, MS December 1993.
Christopher Fernandes, Determining Semantic Equivalence Using a Nucleatide Base Genetic Sequencing Algorithm, MS December 1993.
Robert Milfajt, A Comparison of Two Heterogeneous Database Schema Integration Methods, MS June 1992.
Stephen Gene Jacobson, Integrating DB Design and CASE Tools, MS June 1992.
Editorial Board, IEEE Transactions on Knowledge and Data Engineering, IEEE Computer Society, Los Alamitos, CA.
Editorial board, Knowledge and Information Systems, Springer-Verlag, London.
Editorial Board, Transactions on Data Privacy.
Editorial Board, Journal of Privacy Technology.
Program Committee, 25th International Conference on Data Engineering, March 29-April 4, 2009, Shanghai, China.
Program Committee, 3rd Workshop on Secure Knowledge Management, November 3-4, 2008, Dallas, Texas.
Program Committee, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2008), September 15-19, 2008, Antwerp, Belgium.
Program Committee, 34th International Conference on Very Large Databases (VLDB'08), August 25-28, 2008, Auckland, New Zealand.
Program Committee, 2nd ACM SIGKDD International Workshop on Privacy, Security, and Trust in KDD (PinKDD'08), August 24-27, 2008, Las Vegas, Nevada.
Program Committee, The 27th ACM SIGMOD International Conference on Management of Data, June 9-12, 2008, Vancouver, Canada.
Area chair for Privacy and Social Factors, 8th SIAM International Conference on Data Mining (SDM) April 24-26, 2008, Atlanta, GA.
Review Board (2000-2007), Applied Intelligence: The International Journal of Artificial Intelligence, Neural Networks, and Complex Problem-Solving Technologies, Kluwer Academic Publishers, The Netherlands.
General Co-Chair, The Seventh IEEE International Conference on Data Mining, October 28-31, 2007, Omaha, NE.
Program Committee, 18th International Conference on Database and Expert Systems Applications (DEXA '07), September 3-7, 2007, Regensburg, Germany.
Senior program committee, The 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 12-15, 2007, San Jose, CA.
Program Committee Co-Chair, The Sixth IEEE International Conference on Data Mining, December 18 - 22, 2006, Hong Kong.
Program committee, 20th Annual IFIP WG 11.3 Working Conference on Data and Applications Security, July 31-August 2, 2006, Sophia Antipolis, France.
Program committee, The 25th ACM SIGMOD International Conference on Management of Data, June 26-29, 2006, Chicago, Illinois.
Treasurer, The Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 21-24, 2005, Chicago, Illinois.
Program committee, 2005 SIAM International Conference on Data Mining, April 21-23, 2005, Newport Beach, California, USA.
Program Committee, International Workshop on Privacy Data Management held in conjunction with The 21st International Conference on Data Engineering (ICDE 2005), April 8-9, 2005, Tokyo, Japan.
Program Committee, The Fourth IEEE International Conference on Data Mining, November 1-4, 2004, Brighton, United Kingdom. Also served on program committee of the associated Workshop on Privacy and Security Aspects of Data Mining and Workshop on Data Mining and the Grid.
Program Committee, The 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), September 20-24, 2004, Pisa, Italy. Also served on program committee of the associated workshop International Workshop on Privacy and Security Issues in Data Mining.
Program Committee, The Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 22-25, 2004, Seattle, Washington.
Program Committee, 2004 SIAM International Conference on Data Mining, April 22-24, 2004, Kissimmee, Florida, USA.
Program Committee Vice Chair, The Third IEEE International Conference on Data Mining, November 19 - 22, 2003, Melbourne, Florida, USA. Also co-organized associated workshop on Privacy-Preserving Data Mining.
Program Committee, The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 24-27, 2003, Washington, D.C. Also served on program committee for associated workshop Data Cleaning, Record Linkage, and Object Consolidation and on panel Privacy and Data Mining: Friends or Foes?
Organizer and chair, workshop on Privacy, Security, and Data Mining held in conjunction with The 2002 IEEE International Conference on Data Mining (ICDM '02).
Program committee, Workshop on Mining Data Across Multiple Customer Touchpoints for CRM (in conjunction with PAKDD-02), May 6, 2002.
Tutorials chair and member of program committee, The 2001 IEEE International Conference on Data Mining (ICDM '01).
Program Committee, Workshop on Data Mining for Security Applications to be held as part of the 8th ACM Conference on Computer Security, November 8, 2001.
Program Committee, The 2001 Symposium on Applications and the Internet (SAINT-2001).
Program committee, Fifth IFCIS International Conference on Cooperative Information Systems (CoopIS'2000).
Guest editor, The Edge Data Mining Issue 4(2), The MITRE Corporation, August 2000.
Program committee, 1999 IEEE Knowledge and Data Engineering Exchange Workshop (KDEX-99). Served on panel Convergence of Technologies on the Web: the Case of Distributed Artificial Intelligence, Databases and Information Retrieval, chaired session on Data Mining.
Program committee, Twenty-Third Annual International Computer and Software Application Conference (COMPSAC99).
Program committee, ACM Digital Libraries Conference Workshop on Organizing Web Space (WOWS), August 14, 1999.
Proposal review panel, National Science Foundation Division of Information and Intelligent Systems, 1999, 2003, 2004.
Planning committee, 1999 DARPA-sponsored workshop on novelty detection in documents.
Program committee, 1998 IEEE Knowledge and Data Engineering Exchange Workshop (KDEX-98).
Program Committee, Sixth International Workshop on Research Issues on Data Engineering: Interoperability of Nontraditional Database Systems. Served on plenary panel on future of interoperability.
Program Committee,
1995
International Conference on Distributed Computing Systems.
Organized and chaired panel
Fee-for-Service in Distributed Systems: Research and Policy Issues
.
(Panel writeup in IEEE Digital Library.)
Local Arrangements Chair, Fourth International Conference on Foundations of Data Organization and Algorithms, October 13-15, 1993.
Proposal review panel, Texas Higher Education Board, 1993.
Invited attendance, NSF Workshop on Hyperbase Systems, October 15-16, 1992, Washington DC.
Senior member, ACM and IEEE.
This page last modified 24 June, 2008