Martine De Cock

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 79

Top Venues

CoRR

IEEE BigData

IACR Cryptol. ePrint Arch.

Int. J. Approx. Reason.

Publications

Jelle Vos, Sikha Pentyala, Steven Golob, Ricardo Maia, Dean F. Kelley, Zekeriya Erkin, Martine De Cock, Anderson Nascimento
Privacy-Preserving Membership Queries for Federated Anomaly Detection. Proc. Priv. Enhancing Technol. 2024 (3) (2024)
Steven Golob, Sikha Pentyala, Anuar Maratkhan, Martine De Cock
High Epsilon Synthetic Data Vulnerabilities in MST and PrivBayes. CoRR (2024)
Sikha Pentyala, Mayana Pereira, Martine De Cock
CaPS: Collaborative and Private Synthetic Data Generation from Distributed Sources. CoRR (2024)
Jia Ao Sun, Sikha Pentyala, Martine De Cock, Golnoosh Farnadi
Privacy-Preserving Fair Item Ranking. CoRR (2023)
David Melanson, Ricardo Maia, Hee-Seok Kim, Anderson C. A. Nascimento, Martine De Cock
Secure Multi-Party Computation for Personalized Human Activity Recognition. Neural Process. Lett. 55 (3) (2023)
Jia Ao Sun, Sikha Pentyala, Martine De Cock, Golnoosh Farnadi
Privacy-Preserving Fair Item Ranking. ECIR (2) (2023)
Ricardo J. M. Maia, Dustin Ray, Sikha Pentyala, Rafael Dowsley, Martine De Cock, Anderson C. A. Nascimento, Ricardo Jacobi
An End-to-End Framework for Private DGA Detection as a Service. IACR Cryptol. ePrint Arch. 2023 (2023)
Steven Golob, Sikha Pentyala, Rafael Dowsley, Bernardo David, Mario Larangeira, Martine De Cock, Anderson C. A. Nascimento
A Decentralized Information Marketplace Preserving Input and Output Privacy. DEC@SIGMOD (2023)
Sikha Pentyala, Nicola Neophytou, Anderson C. A. Nascimento, Martine De Cock, Golnoosh Farnadi
PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning. CoRR (2022)
Sikha Pentyala, Davis Railsback, Ricardo Maia, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Martine De Cock
Training Differentially Private Models with Secure Multiparty Computation. IACR Cryptol. ePrint Arch. 2022 (2022)
Sikha Pentyala, Davis Railsback, Ricardo Maia, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Martine De Cock
Training Differentially Private Models with Secure Multiparty Computation. CoRR (2022)
Samuel Adams, Chaitali Choudhary, Martine De Cock, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen
Privacy-preserving training of tree ensembles over continuous data. Proc. Priv. Enhancing Technol. 2022 (2) (2022)
Mayana Pereira, Sikha Pentyala, Anderson C. A. Nascimento, Rafael T. de Sousa Jr., Martine De Cock
Secure Multiparty Computation for Synthetic Data Generation from Distributed Data. CoRR (2022)
Sikha Pentyala, David Melanson, Martine De Cock, Golnoosh Farnadi
PrivFair: a Library for Privacy-Preserving Fairness Auditing. CoRR (2022)
Sikha Pentyala, Rafael Dowsley, Martine De Cock
Privacy-Preserving Video Classification with Convolutional Neural Networks. IACR Cryptol. ePrint Arch. 2021 (2021)
Xiling Li, Rafael Dowsley, Martine De Cock
Privacy-Preserving Feature Selection with Secure Multiparty Computation. CoRR (2021)
Xiling Li, Rafael Dowsley, Martine De Cock
Privacy-Preserving Feature Selection with Secure Multiparty Computation. ICML (2021)
Samuel Adams, Chaitali Choudhary, Martine De Cock, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen
Privacy-Preserving Training of Tree Ensembles over Continuous Data. CoRR (2021)
Xiling Li, Rafael Dowsley, Martine De Cock
Privacy-Preserving Feature Selection with Secure Multiparty Computation. IACR Cryptol. ePrint Arch. 2021 (2021)
Samuel Adams, Chaitali Choudhary, Martine De Cock, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen
Privacy-Preserving Training of Tree Ensembles over Continuous Data. IACR Cryptol. ePrint Arch. 2021 (2021)
Sikha Pentyala, Rafael Dowsley, Martine De Cock
Privacy-Preserving Video Classification with Convolutional Neural Networks. CoRR (2021)
Sikha Pentyala, Rafael Dowsley, Martine De Cock
Privacy-Preserving Video Classification with Convolutional Neural Networks. ICML (2021)
Xiling Li, Martine De Cock
Cognitive load detection from wrist-band sensors. UbiComp/ISWC Adjunct (2020)
Golnoosh Farnadi, Lise Getoor, Marie-Francine Moens, Martine De Cock
User Profiling Using Hinge-loss Markov Random Fields. CoRR (2020)
Martine De Cock, Rafael Dowsley, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen, Ariel Todoki
High Performance Logistic Regression for Privacy-Preserving Genome Analysis. IACR Cryptol. ePrint Arch. 2020 (2020)
Raaghavi Sivaguru, Jonathan Peck, Femi G. Olumofin, Anderson C. A. Nascimento, Martine De Cock
Inline Detection of DGA Domains Using Side Information. IEEE Access 8 (2020)
Raaghavi Sivaguru, Jonathan Peck, Femi G. Olumofin, Anderson C. A. Nascimento, Martine De Cock
Inline Detection of DGA Domains Using Side Information. CoRR (2020)
Danielle Lambion, Michael Josten, Femi G. Olumofin, Martine De Cock
Malicious DNS Tunneling Detection in Real-Traffic DNS Data. IEEE BigData (2020)
Martine De Cock, Rafael Dowsley, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen, Ariel Todoki
High Performance Logistic Regression for Privacy-Preserving Genome Analysis. CoRR (2020)
Kyle Bittner, Martine De Cock, Rafael Dowsley
Private Speech Characterization with Secure Multiparty Computation. CoRR (2020)
Jonathan Peck, Claire Nie, Raaghavi Sivaguru, Charles Grumer, Femi G. Olumofin, Bin Yu, Anderson C. A. Nascimento, Martine De Cock
CharBot: A Simple and Effective Method for Evading DGA Classifiers. IEEE Access 7 (2019)
Jonathan Peck, Claire Nie, Raaghavi Sivaguru, Charles Grumer, Femi G. Olumofin, Bin Yu, Anderson C. A. Nascimento, Martine De Cock
CharBot: A Simple and Effective Method for Evading DGA Classifiers. CoRR (2019)
Martine De Cock, Rafael Dowsley, Caleb Horst, Raj S. Katti, Anderson C. A. Nascimento, Wing-Sea Poon, Stacey Truex
Efficient and Private Scoring of Decision Trees, Support Vector Machines and Logistic Regression Models Based on Pre-Computation. IEEE Trans. Dependable Secur. Comput. 16 (2) (2019)
Martine De Cock, Rafael Dowsley, Anderson C. A. Nascimento, Devin Reich, Ariel Todoki
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection. IACR Cryptol. ePrint Arch. 2019 (2019)
Martine De Cock, Rafael Dowsley, Anderson C. A. Nascimento, Devin Reich, Ariel Todoki
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection. CoRR (2019)
Devin Reich, Ariel Todoki, Rafael Dowsley, Martine De Cock, Anderson C. A. Nascimento
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation. NeurIPS (2019)
Anisha Agarwal, Rafael Dowsley, Nicholas D. McKinney, Dongrui Wu, Chin-Teng Lin, Martine De Cock, Anderson C. A. Nascimento
Protecting Privacy of Users in Brain-Computer Interface Applications. CoRR (2019)
Bin Yu, Jie Pan, Daniel L. Gray, Jiaming Hu, Chhaya Choudhary, Anderson C. A. Nascimento, Martine De Cock
Weakly Supervised Deep Learning for the Detection of Domain Generation Algorithms. IEEE Access 7 (2019)
Charles Grumer, Jonathan Peck, Femi G. Olumofin, Anderson C. A. Nascimento, Martine De Cock
Hardening DGA Classifiers Utilizing IVAP. IEEE BigData (2019)
Resham Ahluwalia, Himani Soni, Edward Callow, Anderson C. A. Nascimento, Martine De Cock
Detecting Hate Speech Against Women in English Tweets. EVALITA@CLiC-it (2018)
Bin Yu, Jie Pan, Jiaming Hu, Anderson C. A. Nascimento, Martine De Cock
Character Level based Detection of DGA Domain Names. IJCNN (2018)
Sisi Wang, Wing-Sea Poon, Golnoosh Farnadi, Caleb Horst, Kebra Thompson, Michael Nickels, Rafael Dowsley, Anderson C. A. Nascimento, Martine De Cock
VirtualIdentity: Privacy-Preserving User Profiling. CoRR (2018)
Resham Ahluwalia, Evgeniia Shcherbinina, Edward Callow, Anderson C. A. Nascimento, Martine De Cock
Detecting Misogynous Tweets. IberEval@SEPLN (2018)
Mayana Pereira, Shaun Coleman, Bin Yu, Martine De Cock, Anderson C. A. Nascimento
Dictionary Extraction and Detection of Algorithmically Generated Domain Names in Passive DNS Traffic. RAID (2018)
Mushthofa Mushthofa, Steven Schockaert, Ling-Hong Hung, Kathleen Marchal, Martine De Cock
Modeling multi-valued biological interaction networks using fuzzy answer set programming. Fuzzy Sets Syst. 345 (2018)
Raaghavi Sivaguru, Chhaya Choudhary, Bin Yu, Vadym Tymchenko, Anderson C. A. Nascimento, Martine De Cock
An Evaluation of DGA Classifiers. IEEE BigData (2018)
Anisha Agarwal, Rafael Dowsley, Nicholas D. McKinney, Dongrui Wu, Chin-Teng Lin, Martine De Cock, Anderson C. A. Nascimento
Privacy-Preserving Linear Regression for Brain-Computer Interface Applications. IEEE BigData (2018)
Kyle Fritchman, Keerthanaa Saminathan, Rafael Dowsley, Tyler Hughes, Martine De Cock, Anderson C. A. Nascimento, Ankur Teredesai
Privacy-Preserving Scoring of Tree Ensembles: A Novel Framework for AI in Healthcare. IEEE BigData (2018)
Golnoosh Farnadi, Jie Tang, Martine De Cock, Marie-Francine Moens
User Profiling through Deep Multimodal Fusion. WSDM (2018)
Sofie De Clercq, Steven Schockaert, Ann Nowé, Martine De Cock
Modelling incomplete information in Boolean games using possibilistic logic. Int. J. Approx. Reason. 93 (2018)
Chhaya Choudhary, Raaghavi Sivaguru, Mayana Pereira, Bin Yu, Anderson C. A. Nascimento, Martine De Cock
Algorithmically Generated Domain Detection and Malware Family Classification. SSCC (2018)
Sanchya Bhagat, Keerthanaa Saminathan, Anisha Agarwal, Rafael Dowsley, Martine De Cock, Anderson C. A. Nascimento
Privacy-Preserving User Profiling with Facebook Likes. IEEE BigData (2018)
Golnoosh Farnadi, Stephen H. Bach, Marie-Francine Moens, Lise Getoor, Martine De Cock
Soft quantification in statistical relational learning. Mach. Learn. 106 (12) (2017)
Bin Yu, Daniel L. Gray, Jie Pan, Martine De Cock, Anderson C. A. Nascimento
Inline DGA Detection with Deep Networks. ICDM Workshops (2017)
Sofie De Clercq, Kim Bauters, Steven Schockaert, Mihail Mihaylov, Ann Nowé, Martine De Cock
Exact and heuristic methods for solving Boolean games. Auton. Agents Multi Agent Syst. 31 (1) (2017)
Elie Merhej, Steven Schockaert, Martine De Cock
Repairing inconsistent answer set programs using rules of thumb: A gene regulatory networks case study. Int. J. Approx. Reason. 83 (2017)
Shanu Sushmita, Garima Khulbe, Aftab Hasan, Stacey Newman, Padmashree Ravindra, Senjuti Basu Roy, Martine De Cock, Ankur Teredesai
Predicting 30-Day Risk and Cost of "All-Cause" Hospital Readmissions. AAAI Workshop: Expanding the Boundaries of Health Informatics Using AI (2016)
Martine De Cock, Rafael Dowsley, Caleb Horst, Raj S. Katti, Anderson C. A. Nascimento, Stacey C. Newman, Wing-Sea Poon
Efficient and Private Scoring of Decision Trees, Support Vector Machines and Logistic Regression Models based on Pre-Computation. IACR Cryptol. ePrint Arch. 2016 (2016)
Sofie De Clercq, Steven Schockaert, Ann Nowé, Martine De Cock
Formalizing Commitment-Based Deals in Boolean Games. ECAI (2016)
Golnoosh Farnadi, Geetha Sitaraman, Shanu Sushmita, Fabio Celli, Michal Kosinski, David Stillwell, Sergio Davalos, Marie-Francine Moens, Martine De Cock
Computational personality recognition in social media. User Model. User Adapt. Interact. 26 (2-3) (2016)
Mushthofa Mushthofa, Steven Schockaert, Martine De Cock
Computing attractors of multi-valued Gene Regulatory Networks using Fuzzy Answer Set Programming. FUZZ-IEEE (2016)
Elie Merhej, Steven Schockaert, T. Greg McKelvey, Martine De Cock
Generating Conflict-Free Treatments for Patients with Comorbidity Using Answer Set Programming. KR4HC/ProHealth@HEC (2016)
Surabhi Agrawal, Chun Pan Hon, Swati Garg, Aadarsh Sampath, Shanu Sushmita, Martine De Cock
Sequence Based Prediction of Hospital Readmissions. BCB (2016)
Sofie De Clercq, Steven Schockaert, Martine De Cock, Ann Nowé
Solving stable matching problems using answer set programming. Theory Pract. Log. Program. 16 (3) (2016)
Mayana Pereira, Vikhyati Singh, Chun Pan Hon, T. Greg McKelvey, Shanu Sushmita, Martine De Cock
Predicting Future Frequent Users of Emergency Departments in California State. BCB (2016)
Chun Pan Hon, Mayana Pereira, Shanu Sushmita, Ankur Teredesai, Martine De Cock
Risk Stratification for Hospital Readmission of Heart Failure Patients: A Machine Learning Approach. BCB (2016)
Sisi Wang, Wing-Sea Poon, Golnoosh Farnadi, Caleb Horst, Kebra Thompson, Michael Nickels, Anderson C. A. Nascimento, Martine De Cock
VirtualIdentity: Privacy preserving user profiling. ASONAM (2016)
Martine De Cock, Rafael Dowsley, Anderson C. A. Nascimento, Stacey C. Newman
Fast, Privacy Preserving Linear Regression over Distributed Datasets based on Pre-Distributed Data. AISec@CCS (2015)
Shanu Sushmita, Stacey Newman, James Marquardt, Prabhu Ram, Viren Prasad, Martine De Cock, Ankur Teredesai
Population Cost Prediction on Public Healthcare Datasets. Digital Health (2015)
Sarah Vluymans, Hasan Asfoor, Yvan Saeys, Chris Cornelis, Matthew E. Tolentino, Ankur Teredesai, Martine De Cock
Distributed fuzzy rough prototype selection for Big Data regression. NAFIPS/WConSC (2015)
Kim Bauters, Steven Schockaert, Martine De Cock, Dirk Vermeir
Characterizing and extending answer set semantics using possibility theory. Theory Pract. Log. Program. 15 (1) (2015)
Marjon Blondeel, Tommaso Flaminio, Steven Schockaert, Lluís Godo, Martine De Cock
On the relationship between fuzzy autoepistemic logic and fuzzy modal logics of belief. Fuzzy Sets Syst. 276 (2015)
Golnoosh Farnadi, Stephen H. Bach, Marjon Blondeel, Marie-Francine Moens, Lise Getoor, Martine De Cock
Statistical Relational Learning with Soft Quantifiers. ILP (2015)
Sarah Vluymans, Yvan Saeys, Chris Cornelis, Ankur Teredesai, Martine De Cock
Fuzzy Rough Set Prototype Selection for Regression. FUZZ-IEEE (2015)
Mushthofa Mushthofa, Steven Schockaert, Martine De Cock
Solving Disjunctive Fuzzy Answer Set Programs. LPNMR (2015)
Sofie De Clercq, Steven Schockaert, Ann Nowé, Martine De Cock
Multilateral Negotiation in Boolean Games with Incomplete Information Using Generalized Possibilistic Logic. IJCAI (2015)
Golnoosh Farnadi, Zeinab Mahdavifar, Ivan Keller, Jacob Nelson, Ankur Teredesai, Marie-Francine Moens, Martine De Cock
Scalable adaptive label propagation in Grappa. IEEE BigData (2015)
Sofie De Clercq, Steven Schockaert, Martine De Cock, Ann Nowé
Solving stable matching problems using answer set programming. CoRR (2015)
Elie Merhej, Steven Schockaert, Martine De Cock
Using Rules of Thumb for Repairing Inconsistent Answer Set Programs. SUM (2015)
James Marquardt, Stacey Newman, Deepa Hattarki, Rajagopalan Srinivasan, Shanu Sushmita, Prabhu Ram, Viren Prasad, David Hazel, Archana Ramesh, Martine De Cock, Ankur Teredesai
HealthSCOPE: An Interactive Distributed Data Mining Framework for Scalable Prediction of Healthcare Costs. ICDM Workshops (2014)
Marjon Blondeel, Steven Schockaert, Martine De Cock, Dirk Vermeir
Fuzzy autoepistemic logic and its relation to fuzzy answer set programming. Fuzzy Sets Syst. 239 (2014)
Kim Bauters, Steven Schockaert, Martine De Cock, Dirk Vermeir
Semantics for possibilistic answer set programs: Uncertain rules versus rules with uncertain conclusions. Int. J. Approx. Reason. 55 (2) (2014)
Hasan Asfoor, Rajagopalan Srinivasan, Gayathri Vasudevan, Nele Verbiest, Chris Cornelis, Matthew E. Tolentino, Ankur Teredesai, Martine De Cock
Computing fuzzy rough approximations in large scale information systems. IEEE BigData (2014)
Sofie De Clercq, Kim Bauters, Steven Schockaert, Martine De Cock, Ann Nowé
Using Answer Set Programming for Solving Boolean Games. KR (2014)
Golnoosh Farnadi, Stephen H. Bach, Marie-Francine Moens, Lise Getoor, Martine De Cock
Extending PSL with Fuzzy Quantifiers. AAAI Workshop: Statistical Relational Artificial Intelligence (2014)
James Marquardt, Golnoosh Farnadi, Gayathri Vasudevan, Marie-Francine Moens, Sergio Davalos, Ankur Teredesai, Martine De Cock
Age and Gender Identification in Social Media. CLEF (Working Notes) (2014)
Golnoosh Farnadi, Shanu Sushmita, Geetha Sitaraman, Nhat Ton, Martine De Cock, Sergio Davalos
A Multivariate Regression Approach to Personality Impression Recognition of Vloggers. WCPR@MM (2014)
Mushthofa Mushthofa, Gustavo Torres, Yves Van de Peer, Kathleen Marchal, Martine De Cock
ASP-G: an ASP-based method for finding attractors in genetic regulatory networks. Bioinform. 30 (21) (2014)
Golnoosh Farnadi, Geetha Sitaraman, Mehrdad Rohani, Michal Kosinski, David Stillwell, Marie-Francine Moens, Sergio Davalos, Martine De Cock
How are you doing? Emotions and Personality in Facebook. UMAP Workshops (2014)
Orphée De Clercq, Véronique Hoste, Bart Desmet, Philip van Oosten, Martine De Cock, Lieve Macken
Using the crowd for readability prediction. Nat. Lang. Eng. 20 (3) (2014)
Marjon Blondeel, Steven Schockaert, Dirk Vermeir, Martine De Cock
Complexity of fuzzy answer set programming under Łukasiewicz semantics. Int. J. Approx. Reason. 55 (9) (2014)
Sofie De Clercq, Steven Schockaert, Martine De Cock, Ann Nowé
Possibilistic Boolean Games: Strategic Reasoning under Incomplete Information. JELIA (2014)
Mushthofa Mushthofa, Steven Schockaert, Martine De Cock
A finite-valued solver for disjunctive fuzzy answer set programs. ECAI (2014)
Sofie De Clercq, Kim Bauters, Steven Schockaert, Mihail Mihaylov, Martine De Cock, Ann Nowé
Decentralized Computation of Pareto Optimal Pure Nash Equilibria of Boolean Games with Privacy Concerns . ICAART (2) (2014)
Elie Merhej, Steven Schockaert, Martine De Cock, Marjon Blondeel, Daniele Alfarone, Jesse Davis
Repairing Inconsistent Taxonomies Using MAP Inference and Rules of Thumb. Web-KRM@CIKM (2014)
Tim Brys, Madalina M. Drugan, Peter A. N. Bosman, Martine De Cock, Ann Nowé
Solving satisfiability in fuzzy logics by mixing CMA-ES. GECCO (2013)
Patricia Victor, Nele Verbiest, Chris Cornelis, Martine De Cock
Enhancing the trust-based recommendation process with explicit distrust. ACM Trans. Web 7 (2) (2013)
Etienne E. Kerre, Martine De Cock, Mike Nachtegael, Javier Montero, Yang Xu, Tianrui Li
Chairing the FLINS Conference Series (1994-2012). A Tribute to Prof. Dr. Da Ruan (2013)
Tim Brys, Madalina M. Drugan, Peter A. N. Bosman, Martine De Cock, Ann Nowé
Local search and restart strategies for satisfiability solving in fuzzy logics. GEFS (2013)
Marjon Blondeel, Steven Schockaert, Dirk Vermeir, Martine De Cock
Towards a Deeper Understanding of Nonmonotonic Reasoning with Degrees. IJCAI (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Martine De Cock