Ghent University Academic Bibliography

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A decentralized information marketplace preserving input and output privacy

Steven Golob, Sikha Pentyala, Rafael Dowsley, Bernardo David, Mario Larangeira, Martine De Cock (UGent) and Anderson Nascimento

(2023) PROCEEDINGS OF THE 2ND ACM DATA ECONOMY WORKSHOP, DEC 2023.
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Privacy-preserving training of tree ensembles over continuous data

Samuel Adams, Chaitali Choudhary, Martine De Cock (UGent) , Rafael Dowsley, David Melanson, Anderson Nascimento, Davis Railsback and Jianwei Shen

(2022) PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES. 2022(2). p.205-226
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Inline detection of DGA domains using side information

Raaghavi Sivaguru, Jonathan Peck (UGent) , Femi Olumofin, Anderson Nascimento and Martine De Cock (UGent)

(2020) IEEE ACCESS. 8. p.141910-141922
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Hardening DGA classifiers utilizing IVAP

Charles Grumer, Jonathan Peck (UGent) , Femi Olumofin, Anderson Nascimento and Martine De Cock (UGent)

(2019) 2019 IEEE International Conference on Big Data (Big Data). In IEEE International Conference on Big Data p.6063-6065
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Privacy-preserving classification of personal text messages with secure multi-party computation : an application to hate-speech detection

Devin Reich, Ariel Todoki, Rafael Dowsley, Martine De Cock (UGent) and Anderson Nascimento

(2019) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019). In Advances in Neural Information Processing Systems 32.
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Efficient and private scoring of decision trees, support vector machines and logistic regression models based on pre-computation

Martine De Cock (UGent) , Rafael Dowsley, Caleb Horst, Rajendra Katti, Anderson Nascimento, Wing-Sea Poon and Stacey Truex

(2019) IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING. 16(2). p.217-230
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CharBot : a simple and effective method for evading DGA classifiers

Jonathan Peck (UGent) , Claire Nie, Raaghavi Sivaguru, Charles Grumer, Femi Olumofin, Bin Yu, Anderson Nascimento and Martine De Cock (UGent)

(2019) IEEE ACCESS. 7. p.91759-91771
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An evaluation of DGA classifiers

Raaghavi Sivaguru, Chhaya Choudhary, Bin Yu, Vadym Tymchenko, Anderson Nascimento and Martine De Cock (UGent)

(2018) 2018 IEEE International conference on Big Data (Big Data 2018). In IEEE International Conference on Big Data p.5058-5067
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Privacy-preserving user profiling with Facebook likes

Sanchya Bhagat, Keerthanaa Saminathan, Anisha Agarwal, Rafael Dowsley, Martine De Cock (UGent) and Anderson Nascimento

(2018) 2018 IEEE International conference on Big Data (Big Data 2018). In IEEE International Conference on Big Data p.5298-5299
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Privacy-preserving scoring of tree ensembles : a novel framework for AI in healthcare

Kyle Fritchman, Keerthanaa Saminathan, Rafael Dowsley, Tyler Hughes, Martine De Cock (UGent) , Anderson Nascimento and Ankur Teredesai

(2018) 2018 IEEE International conference on Big Data (Big Data 2018). In IEEE International Conference on Big Data p.2413-2422

Academic Bibliography

A decentralized information marketplace preserving input and output privacy

Privacy-preserving training of tree ensembles over continuous data

Inline detection of DGA domains using side information

Hardening DGA classifiers utilizing IVAP

Privacy-preserving classification of personal text messages with secure multi-party computation : an application to hate-speech detection

Efficient and private scoring of decision trees, support vector machines and logistic regression models based on pre-computation

CharBot : a simple and effective method for evading DGA classifiers

An evaluation of DGA classifiers

Privacy-preserving user profiling with Facebook likes

Privacy-preserving scoring of tree ensembles : a novel framework for AI in healthcare

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