Differential privacy based on importance weightingZHANGLONG JI; ELKAN, Charles.Machine learning. 2013, Vol 93, Num 1, pp 163-183, issn 0885-6125, 21 p.Conference Paper

Bounds on the sample complexity for private learning and private data releaseBEIMEL, Amos; BRENNER, Hai; SHIVA PRASAD KASIVISWANATHAN et al.Machine learning. 2014, Vol 94, Num 3, pp 401-437, issn 0885-6125, 37 p.Article

Correlated network data publication via differential privacyRUI CHEN; FUNG, Benjamin C. M; YU, Philip S et al.The VLDB journal. 2014, Vol 23, Num 4, pp 653-676, issn 1066-8888, 24 p.Article

Enhancing data utility in differential privacy via microaggregation-based k-anonymitySORIA-COMAS, Jordi; DOMINGO-FERRER, Josep; SANCHEZ, David et al.The VLDB journal. 2014, Vol 23, Num 5, pp 771-794, issn 1066-8888, 24 p.Article

Differentially private histogram publicationJIA XU; ZHENJIE ZHANG; XIAOKUI XIAO et al.The VLDB journal. 2013, Vol 22, Num 6, pp 797-822, issn 1066-8888, 26 p.Article

Differential Privacy via Wavelet TransformsXIAOKUI XIAO; GUOZHANG WANG; GEHRKE, Johannes et al.IEEE transactions on knowledge and data engineering. 2011, Vol 23, Num 8, pp 1200-1214, issn 1041-4347, 15 p.Conference Paper

Pufferfish: A Framework for Mathematical Privacy DefinitionsKIFER, Daniel; MACHANAVAJJHALA, Ashwin.ACM transactions on database systems. 2014, Vol 39, Num 1, issn 0362-5915, 3.1-3.36Article

Distance Makes the Types Grow Stronger: A Calculus for Differential PrivacyREED, Jason; PIERCE, Benjamin C.ACM SIGPLAN notices. 2010, Vol 45, Num 9, pp 157-168, issn 1523-2867, 12 p.Conference Paper

SplitX: High-Performance Private AnalyticsRUICHUAN CHEN; EKIN AKKUS, Istemi; FRANCIS, Paul et al.Computer communication review. 2013, Vol 43, Num 4, pp 315-326, issn 0146-4833, 12 p.Conference Paper

WHAT CAN WE LEARN PRIVATELY? : Foundation of Computer ScienceSHIVA PRASAD KASIVISWANATHAN; LEE, Homin K; NISSIM, Kobbi et al.SIAM journal on computing (Print). 2011, Vol 40, Num 3, pp 793-826, issn 0097-5397, 34 p.Article

Probabilistic Relational Reasoning for Differential PrivacyBARTHE, Gilles; KÖPF, Boris; OLMEDO, Federico et al.ACM transactions on programming languages and systems. 2013, Vol 35, Num 3, issn 0164-0925, 9.1-9.49Article