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Aris Gkoulalas-Divanis

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affiliation: IBM Watson Health, Cambridge, MA, USA

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2013
[b2]
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Aris Gkoulalas-Divanis, Grigorios Loukides:
Anonymization of Electronic Medical Records to Support Clinical Analysis. Springer Briefs in Electrical and Computer Engineering, Springer 2013, ISBN 978-1-4614-5667-4, pp. i-xv, 1-72
2010
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Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Association Rule Hiding for Data Mining. Advances in Database Systems 41, Kluwer 2010, ISBN 978-1-4419-6568-4, pp. 3-144

Journal Articles

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2024
[j38]
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Rozita Tsoni, Evgenia Paxinou, Aris Gkoulalas-Divanis, Dimitrios Karapiperis, Dimitrios Kalles, Vassilios S. Verykios:
Exploiting Properties of Student Networks to Enhance Learning in Distance Education. Inf. 15(4): 234 (2024)
2022
[j37]
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J. Thomas Brown, Chao Yan, Weiyi Xia, Zhijun Yin, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin:
Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic. J. Am. Medical Informatics Assoc. 29(5): 853-863 (2022)
2021
[j36]
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Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Summarizing and linking electronic health records. Distributed Parallel Databases 39(2): 321-360 (2021)
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Aris Gkoulalas-Divanis, Dinusha Vatsalan, Dimitrios Karapiperis, Murat Kantarcioglu:
Modern Privacy-Preserving Record Linkage Techniques: An Overview. IEEE Trans. Inf. Forensics Secur. 16: 4966-4987 (2021)
2020
[j34]
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Rohit Ranchal, Paul Bastide, Xu Wang, Aris Gkoulalas-Divanis, Maneesh Mehra, Senthil Bakthavachalam, Hui Lei, Ajay Mohindra:
Disrupting Healthcare Silos: Addressing Data Volume, Velocity and Variety With a Cloud-Native Healthcare Data Ingestion Service. IEEE J. Biomed. Health Informatics 24(11): 3182-3188 (2020)
2018
[j33]
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Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Fast schemes for online record linkage. Data Min. Knowl. Discov. 32(5): 1229-1250 (2018)
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Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
FEDERAL: A Framework for Distance-Aware Privacy-Preserving Record Linkage. IEEE Trans. Knowl. Data Eng. 30(2): 292-304 (2018)
2017
[j31]
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Giorgos Poulis, Grigorios Loukides, Spiros Skiadopoulos, Aris Gkoulalas-Divanis:
Anonymizing datasets with demographics and diagnosis codes in the presence of utility constraints. J. Biomed. Informatics 65: 76-96 (2017)
2016
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Aris Gkoulalas-Divanis, Stefano Braghin:
IPV: A system for identifying privacy vulnerabilities in datasets. IBM J. Res. Dev. 60(4): 14 (2016)
2014
[j29]
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Aris Gkoulalas-Divanis, Pol Mac Aonghusa:
Privacy protection in open information management platforms. IBM J. Res. Dev. 58(1) (2014)
[j28]
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Aris Gkoulalas-Divanis, Grigorios Loukides, Jimeng Sun:
Toward smarter healthcare: Anonymizing medical data to support research studies. IBM J. Res. Dev. 58(1) (2014)
[j27]
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Jimeng Sun, Candace D. McNaughton, Ping Zhang, Adam Perer, Aris Gkoulalas-Divanis, Joshua C. Denny, Jacqueline Kirby, Thomas A. Lasko, Alexander Saip, Bradley A. Malin:
Predicting changes in hypertension control using electronic health records from a chronic disease management program. J. Am. Medical Informatics Assoc. 21(2): 337-344 (2014)
[j26]
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Aris Gkoulalas-Divanis, Grigorios Loukides, Li Xiong, Jimeng Sun:
Informatics methods in medical privacy. J. Biomed. Informatics 50: 1-3 (2014)
[j25]
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Aris Gkoulalas-Divanis, Grigorios Loukides, Jimeng Sun:
Publishing data from electronic health records while preserving privacy: A survey of algorithms. J. Biomed. Informatics 50: 4-19 (2014)
[j24]
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Grigorios Loukides, John Liagouris, Aris Gkoulalas-Divanis, Manolis Terrovitis:
Disassociation for electronic health record privacy. J. Biomed. Informatics 50: 46-61 (2014)
[j23]
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Giorgos Poulis, Spiros Skiadopoulos, Grigorios Loukides, Aris Gkoulalas-Divanis:
Apriori-based algorithms for k^m-anonymizing trajectory data. Trans. Data Priv. 7(2): 165-194 (2014)
[j22]
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Spyros Kotoulas, Vanessa López, Raymond Lloyd, Marco Luca Sbodio, Freddy Lécué, Martin Stephenson, Elizabeth M. Daly, Veli Bicer, Aris Gkoulalas-Divanis, Giusy Di Lorenzo, Anika Schumann, Pol Mac Aonghusa:
SPUD - Semantic Processing of Urban Data. J. Web Semant. 24: 11-17 (2014)
2013
[j21]
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Christine Parent, Stefano Spaccapietra, Chiara Renso, Gennady L. Andrienko, Natalia V. Andrienko, Vania Bogorny, Maria Luisa Damiani, Aris Gkoulalas-Divanis, José Antônio Fernandes de Macêdo, Nikos Pelekis, Yannis Theodoridis, Zhixian Yan:
Semantic trajectories modeling and analysis. ACM Comput. Surv. 45(4): 42:1-42:32 (2013)
[j20]
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Grigorios Loukides, Aris Gkoulalas-Divanis, Jianhua Shao:
Efficient and flexible anonymization of transaction data. Knowl. Inf. Syst. 36(1): 153-210 (2013)
[j19]
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Gennady L. Andrienko, Aris Gkoulalas-Divanis, Marco Gruteser, Christine Kopp, Thomas Liebig, Klaus Rechert:
Report from Dagstuhl: the liberation of mobile location data and its implications for privacy research. ACM SIGMOBILE Mob. Comput. Commun. Rev. 17(2): 7-18 (2013)
[j18]
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Grigorios Loukides, Aris Gkoulalas-Divanis:
Utility-Aware Anonymization of Diagnosis Codes. IEEE J. Biomed. Health Informatics 17(1): 60-70 (2013)
2012
[j17]
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Grigorios Loukides, Aris Gkoulalas-Divanis:
Utility-preserving transaction data anonymization with low information loss. Expert Syst. Appl. 39(10): 9764-9777 (2012)
[j16]
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Grigorios Loukides, Aris Gkoulalas-Divanis, Jianhua Shao:
Assessing Disclosure Risk and Data Utility Trade-off in Transaction Data Anonymization. Int. J. Softw. Informatics 6(3): 399-417 (2012)
[j15]
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Aris Gkoulalas-Divanis, Grigorios Loukides:
Utility-guided Clustering-based Transaction Data Anonymization. Trans. Data Priv. 5(1): 223-251 (2012)
2011
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Aris Gkoulalas-Divanis, Eric W. Cope:
A publication process model to enable privacy-aware data sharing. IBM J. Res. Dev. 55(5): 8 (2011)
[j13]
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Grigorios Loukides, Aris Gkoulalas-Divanis, Bradley A. Malin:
COAT: COnstraint-based anonymization of transactions. Knowl. Inf. Syst. 28(2): 251-282 (2011)
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Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Concealing the position of individuals in location-based services. Oper. Res. 11(2): 201-214 (2011)
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Aris Gkoulalas-Divanis, Yücel Saygin, Dino Pedreschi:
Privacy in mobility data mining. SIGKDD Explor. 13(1): 4-5 (2011)
[j10]
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Aris Gkoulalas-Divanis, Yücel Saygin, Vassilios S. Verykios:
Foreword for the special issue of selected papers from the 1st ECML/PKDD Workshop on Privacy and Security issues in Data Mining and Machine Learning. Trans. Data Priv. 4(3): 127-128 (2011)
2010
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Aris Gkoulalas-Divanis, Panos Kalnis, Vassilios S. Verykios:
Providing K-Anonymity in location based services. SIGKDD Explor. 12(1): 3-10 (2010)
2009
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Aris Gkoulalas-Divanis, Vassilios S. Verykios:
An overview of privacy preserving data mining. ACM Crossroads 15(4) (2009)
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Grigorios Loukides, Aris Gkoulalas-Divanis:
Privacy challenges and solutions in the social web. ACM Crossroads 16(2): 14-18 (2009)
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Aris Gkoulalas-Divanis, Vassilios S. Verykios, Panayiotis Bozanis:
A network aware privacy model for online requests in trajectory data. Data Knowl. Eng. 68(4): 431-452 (2009)
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Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Exact Knowledge Hiding in Transactional Databases. Int. J. Artif. Intell. Tools 18(1): 17-37 (2009)
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Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Hiding sensitive knowledge without side effects. Knowl. Inf. Syst. 20(3): 263-299 (2009)
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Aris Gkoulalas-Divanis:
From itemsets through trajectories to location based services: a knowledge hiding privacy approach. SIGKDD Explor. 11(2): 61-62 (2009)
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Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Exact Knowledge Hiding through Database Extension. IEEE Trans. Knowl. Data Eng. 21(5): 699-713 (2009)
2008
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Aris Gkoulalas-Divanis, Vassilios S. Verykios:
A privacy-aware trajectory tracking query engine. SIGKDD Explor. 10(1): 40-49 (2008)

Conference and Workshop Papers

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2024
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Georgios Feretzakis, Athanasios Anastasiou, Stavros Pitoglou, Evgenia Paxinou, Aris Gkoulalas-Divanis, Konstantinos Kalodanis, Ioannis Tsapelas, Dimitris Kalles, Vassilios S. Verykios:
Securing a Generative AI-Powered Healthcare Chatbot. EFMI-STC 2024: 195-199
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Vassilios S. Verykios, Evgenia Paxinou, Aris Gkoulalas-Divanis, Manolis Tzagarakis, Sotirios Kotsiantis, Georgios Feretzakis, Dimitris Kalles:
The Faculty Assignment Problem in Higher Education: A Shapley Value-Based Approach. AIAI (4) 2024: 224-237
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Georgios Feretzakis, Christina Karakosta, Aris Gkoulalas-Divanis, Dimitrios Karapiperis, Andreas F. Gkontzis, Evgenia Paxinou, Christina Kourentis, Vassilios S. Verykios:
Comparative Analysis of Macular and Optic Disc Perfusion Pre and Post Silicone Oil Removal: A Machine Learning Approach. MIE 2024: 863-867
2022
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James Thomas Brown, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin:
Supporting COVID-19 Disparity Investigations with Dynamically Adjusting Case Reporting Policies. AMIA 2022
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Xinmeng Zhang, Zhiyu Wan, Chao Yan, J. Thomas Brown, Weiyi Xia, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin:
How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study. PSD 2022: 361-374
2021
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Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
MultiBlock: A Scalable Iterative Approach for Progressive Entity Resolution. IEEE BigData 2021: 219-228
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Dinusha Vatsalan, Raghav Bhaskar, Aris Gkoulalas-Divanis, Dimitrios Karapiperis:
Privacy Preserving Text Data Encoding and Topic Modelling. IEEE BigData 2021: 1308-1316
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Dimitrios Karapiperis, Aris Gkoulalas-Divanis:
An Unbiased Estimator for Hamming LSH Blocking. ISC2 2021: 1-4
2020
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Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Efficient Record Linkage in Data Streams. IEEE BigData 2020: 523-532
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Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das:
A Syntactic Approach for Privacy-Preserving Federated Learning. ECAI 2020: 1762-1769
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Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Large-Scale Distributed Linkage of Records Containing Spatio-Temporal Information. ISC2 2020: 1-4
2019
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Olivia Choudhury, Yoonyoung Park, Theodoros Salonidis, Aris Gkoulalas-Divanis, Issa Sylla, Amar Das:
Predicting Adverse Drug Reactions on Distributed Health Data using Federated Learning. AMIA 2019
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Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Linkage of Spatio-Temporal Data and Trajectories. ISC2 2019: 766-771
2018
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Dinusha Vatsalan, Dimitrios Karapiperis, Aris Gkoulalas-Divanis:
An Overview of Big Data Issues in Privacy-Preserving Record Linkage. ALGOCLOUD 2018: 118-136
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Aris Gkoulalas-Divanis, Vasileios Kagklis, Elias C. Stavropoulos:
A Frequent Itemset Hiding Toolbox. ALGOCLOUD 2018: 169-182
[c29]
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Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Summarization Algorithms for Record Linkage. EDBT 2018: 73-84
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Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
FEMRL: A Framework for Large-Scale Privacy-Preserving Linkage of Patients' Electronic Health Records. ISC2 2018: 1-8
2017
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Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Distance-Aware Encoding of Numerical Values for Privacy-Preserving Record Linkage. ICDE 2017: 135-138
2016
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Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
LSHDB: a parallel and distributed engine for record linkage and similarity search. ICDM Workshops 2016
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Aris Gkoulalas-Divanis, Stefano Braghin, Spiros Antonatos:
FPVI: A scalable method for discovering privacy vulnerabilities in microdata. ISC2 2016: 1-8
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Aris Gkoulalas-Divanis, Alessandro Pellegrini, Pierangelo di Sanzo:
Message from the program chairs. NCA 2016: xiv
2015
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Aris Gkoulalas-Divanis, Stefano Braghin:
Efficient algorithms for identifying privacy vulnerabilities. ISC2 2015: 1-8
2014
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Giorgos Poulis, Aris Gkoulalas-Divanis, Grigorios Loukides, Spiros Skiadopoulos, Christos Tryfonopoulos:
SECRETA: A System for Evaluating and Comparing RElational and Transaction Anonymization algorithms. EDBT 2014: 620-623
2013
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Robert Gwadera, Aris Gkoulalas-Divanis, Grigorios Loukides:
Permutation-Based Sequential Pattern Hiding. ICDM 2013: 241-250
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Giorgos Poulis, Spiros Skiadopoulos, Grigorios Loukides, Aris Gkoulalas-Divanis:
Select-Organize-Anonymize: A Framework for Trajectory Data Anonymization. ICDM Workshops 2013: 867-874
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Grigorios Loukides, Aris Gkoulalas-Divanis:
Hiding Sensitive Patterns from Sequence Databases: Research Challenges and Solutions. MDM (2) 2013: 45-50
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Giorgos Poulis, Spiros Skiadopoulos, Grigorios Loukides, Aris Gkoulalas-Divanis:
Distance-Based k^m-Anonymization of Trajectory Data. MDM (2) 2013: 57-62
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Giorgos Poulis, Grigorios Loukides, Aris Gkoulalas-Divanis, Spiros Skiadopoulos:
Anonymizing Data with Relational and Transaction Attributes. ECML/PKDD (3) 2013: 353-369
2012
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Vanessa López, Spyros Kotoulas, Marco Luca Sbodio, Martin Stephenson, Raymond Lloyd, Aris Gkoulalas-Divanis, Pol Mac Aonghusa:
QuerioCity: Accessing the Information of a City. Semantic Cities @ AAAI 2012
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Nikos Pelekis, Aris Gkoulalas-Divanis, Marios Vodas, Anargyros Plemenos, Despina Kopanaki, Yannis Theodoridis:
Private-HERMES: a benchmark framework for privacy-preserving mobility data querying and mining methods. EDBT 2012: 598-601
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Frank Nagle, Lisa Singh, Aris Gkoulalas-Divanis:
EWNI: Efficient Anonymization of Vulnerable Individuals in Social Networks. PAKDD (2) 2012: 359-370
[c13]
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Vanessa López, Spyros Kotoulas, Marco Luca Sbodio, Martin Stephenson, Aris Gkoulalas-Divanis, Pol Mac Aonghusa:
QuerioCity: A Linked Data Platform for Urban Information Management. ISWC (2) 2012: 148-163
2011
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Nikos Pelekis, Aris Gkoulalas-Divanis, Marios Vodas, Despina Kopanaki, Yannis Theodoridis:
Privacy-aware querying over sensitive trajectory data. CIKM 2011: 895-904
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Aris Gkoulalas-Divanis, Grigorios Loukides:
PCTA: privacy-constrained clustering-based transaction data anonymization. PAIS 2011: 5
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Aris Gkoulalas-Divanis, Grigorios Loukides:
Revisiting sequential pattern hiding to enhance utility. KDD 2011: 1316-1324
2010
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Grigorios Loukides, Aris Gkoulalas-Divanis, Jianhua Shao:
Anonymizing Transaction Data to Eliminate Sensitive Inferences. DEXA (1) 2010: 400-415
2009
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Aliki Katsarou, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Reconstruction-based Classification Rule Hiding through Controlled Data Modification. AIAI 2009: 449-458
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Aris Gkoulalas-Divanis, Vassilios S. Verykios, Dimitrios Eleftheriou:
PLOT: Privacy in Location Based Services: An Open-Ended Toolbox. Mobile Data Management 2009: 62-71
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Aris Gkoulalas-Divanis, Vassilios S. Verykios, Mohamed F. Mokbel:
Identifying Unsafe Routes for Network-Based Trajectory Privacy. SDM 2009: 942-953
2008
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Aris Gkoulalas-Divanis, Vassilios S. Verykios:
A Free Terrain Model for Trajectory K-Anonymity. DEXA 2008: 49-56
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Aris Gkoulalas-Divanis, Vassilios S. Verykios:
A Parallelization Framework for Exact Knowledge Hiding in Transactional Databases. SEC 2008: 349-363
2007
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Polixeni Zacharouli, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
A k-Anonymity Model for Spatio-Temporal Data. ICDE Workshops 2007: 555-564
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Aris Gkoulalas-Divanis, Vassilios S. Verykios:
A Hybrid Approach to Frequent Itemset Hiding. ICTAI (1) 2007: 297-304
2006
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Aris Gkoulalas-Divanis, Vassilios S. Verykios:
An integer programming approach for frequent itemset hiding. CIKM 2006: 748-757

Parts in Books or Collections

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2015
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Aris Gkoulalas-Divanis, Grigorios Loukides:
Introduction to Medical Data Privacy. Medical Data Privacy Handbook 2015: 1-14
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Aris Gkoulalas-Divanis, Grigorios Loukides:
A Survey of Anonymization Algorithms for Electronic Health Records. Medical Data Privacy Handbook 2015: 17-34
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Giorgos Poulis, Aris Gkoulalas-Divanis, Grigorios Loukides, Spiros Skiadopoulos, Christos Tryfonopoulos:
SECRETA: A Tool for Anonymizing Relational, Transaction and RT-Datasets. Medical Data Privacy Handbook 2015: 83-109
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Grigorios Loukides, John Liagouris, Aris Gkoulalas-Divanis, Manolis Terrovitis:
Utility-Constrained Electronic Health Record Data Publishing Through Generalization and Disassociation. Medical Data Privacy Handbook 2015: 149-177
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Aris Gkoulalas-Divanis, Grigorios Loukides:
Epilogue. Medical Data Privacy Handbook 2015: 765-773
2014
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Aris Gkoulalas-Divanis, Jayant R. Haritsa, Murat Kantarcioglu:
Privacy Issues in Association Rule Mining. Frequent Pattern Mining 2014: 369-401
2008
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Vassilios S. Verykios, Aris Gkoulalas-Divanis:
A Survey of Association Rule Hiding Methods for Privacy. Privacy-Preserving Data Mining 2008: 267-289
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Vassilios S. Verykios, Maria Luisa Damiani, Aris Gkoulalas-Divanis:
Privacy and Security in Spatiotemporal Data and Trajectories. Mobility, Data Mining and Privacy 2008: 213-240
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Francesco Bonchi, Yücel Saygin, Vassilios S. Verykios, Maurizio Atzori, Aris Gkoulalas-Divanis, Selim Volkan Kaya, Erkay Savas:
Privacy in Spatiotemporal Data Mining. Mobility, Data Mining and Privacy 2008: 297-333

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2019
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Aris Gkoulalas-Divanis, Mirco Marchetti, Dimiter R. Avresky:
18th IEEE International Symposium on Network Computing and Applications, NCA 2019, Cambridge, MA, USA, September 26-28, 2019. IEEE 2019, ISBN 978-1-7281-2522-0 [contents]
2018
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Aris Gkoulalas-Divanis, Claudio Bettini:
Handbook of Mobile Data Privacy. Springer 2018, ISBN 978-3-319-98160-4 [contents]
2017
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Aris Gkoulalas-Divanis, Miguel P. Correia, Dimiter R. Avresky:
16th IEEE International Symposium on Network Computing and Applications, NCA 2017, Cambridge, MA, USA, October 30 - November 1, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-1465-5 [contents]
2016
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Alessandro Pellegrini, Aris Gkoulalas-Divanis, Pierangelo di Sanzo, Dimiter R. Avresky:
15th IEEE International Symposium on Network Computing and Applications, NCA 2016, Cambridge, Boston, MA, USA, October 31 - November 2, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-3216-7 [contents]
2015
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Aris Gkoulalas-Divanis, Grigorios Loukides:
Medical Data Privacy Handbook. Springer 2015, ISBN 978-3-319-23632-2 [contents]
2014
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Aris Gkoulalas-Divanis, Abderrahim Labbi:
Large-Scale Data Analytics. Springer 2014, ISBN 978-1-4614-9241-2 [contents]
2011
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Christos Dimitrakakis, Aris Gkoulalas-Divanis, Aikaterini Mitrokotsa, Vassilios S. Verykios, Yücel Saygin:
Privacy and Security Issues in Data Mining and Machine Learning - International ECML/PKDD Workshop, PSDML 2010, Barcelona, Spain, September 24, 2010. Revised Selected Papers. Lecture Notes in Computer Science 6549, Springer 2011, ISBN 978-3-642-19895-3 [contents]

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2018
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Aris Gkoulalas-Divanis, Claudio Bettini:
Introduction to Mobility Data Privacy. Handbook of Mobile Data Privacy 2018: 1-9

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2021
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J. Thomas Brown, Chao Yan, Weiyi Xia, Zhijun Yin, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin:
Dynamically Adjusting Case-Reporting Policy to Maximize Privacy and Utility in the Face of a Pandemic. CoRR abs/2106.14649 (2021)
2020
[i3]
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  dblp key:
  - journals/corr/abs-2002-09096
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  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2002-09096
Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das:
Anonymizing Data for Privacy-Preserving Federated Learning. CoRR abs/2002.09096 (2020)
2019
[i2]
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  dblp key:
  - journals/corr/abs-1910-02578
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  - https://dblp.org/rec/journals/corr/abs-1910-02578
Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das:
Differential Privacy-enabled Federated Learning for Sensitive Health Data. CoRR abs/1910.02578 (2019)
2009
[i1]
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  dblp key:
  - journals/corr/abs-0912-2548
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  - https://dblp.org/rec/journals/corr/abs-0912-2548
Grigorios Loukides, Aris Gkoulalas-Divanis, Bradley A. Malin:
COAT: COnstraint-based Anonymization of Transactions. CoRR abs/0912.2548 (2009)

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