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G\"ursoy, Gamze, Harmanci, A., Tang, H., Ayday, E., & Brenner, S.(2018).When Biology Gets Personal: Hidden Challenges of Privacy and Ethics in Biological Big Data.World Scientific.
Kale, G., Ayday, E., & Tastan, O.(2018).A utility maximizing and privacy preserving approach for protecting kinship in genomic databases.Bioinformatics,34(2),181--189.
Sar\iy\ild\iz, Mert B\"ulent, Cinbi\cs, Ramazan G\"okberk, & Ayday, E.(2018).Key Protected Classification for GAN Attack Resilient Collaborative Learning..
Zhang, Y., Fan, Y., Hou, S., Liu, J., Ye, F., & Bourlai, T.(2018).iDetector: Automate Underground Forum Analysis Based on Heterogeneous Information Network.IEEE.
Qiao, S., Yan, B., & Li, J.(2018).Ensemble learning for protein multiplex subcellular localization prediction based on weighted KNN with different features.APPLIED INTELLIGENCE,48(7),1813-1824.
Ayday, E., Jiang, X., & Malin, B.(2018).GenoPri'16: International Workshop on Genome Privacy and Security.IEEE/ACM Transactions on Computational Biology and Bioinformatics.
Von Thenen, N., Ayday, E., & Cicek, A Ercument, E.(2018).Re-identification of individuals in genomic data-sharing beacons via allele inference.Bioinformatics,35(3),365--371.
Ailijiang, A., Bayir, M., Altiparmak, N., Peixoto, D., Arora, V., Assent, I., Athanassoulis, M., Ayday, E., Babalou, S., Bahrami, M., & Others, M.(2018).Appreciation to distributed and parallel databases reviewers.Distrib Parallel Databases,36, 1--3.
Qiao, S., Yan, B., & Li, J.(2017).Ensemble learning for protein multiplex subcellular localization prediction based on weighted KNN with different features.Applied Intelligence.
Deznabi, I., Mobayen, M., Jafari, N., Tastan, O., & Ayday, E.(2017).An inference attack on genomic data using kinship, complex correlations, and phenotype information.IEEE/ACM transactions on computational biology and bioinformatics,15(4),1333--1343.
Halimi, A., & Ayday, E.(2017).Profile matching across unstructured online social networks: threats and countermeasures.arXiv preprint arXiv:1711.01815.
Guo, G., Chen, L., Ye, F., & Jiang, Q.(2017).Cluster Validation Method for Determining the Number of Clusters in Categorical Sequences.IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS,28(12),2936-2948.
