Journal Article

Paige, Brooks, Bell, James, Bellet, Aurélien, Gascon, Adrià and Ezer, Daphne (2021) Reconstructing genotypes in private genomic databases from genetic risk scores. Journal of Computational Biology, 28 (5). pp. 435-451. doi:10.1089/cmb.2020.0445 ISSN 1557-8666.

Agrawal, Nitin, ShahinAli, Ali, Kusner, Matt and Gascon, Adrià (2019) QUOTIENT : two-party secure neural network training and prediction.

Schoppmann, Phillipp, Gascon, Adrià, Raykova, Mariana and Pinkas, Benny (2019) Make some ROOM for the zeros : data sparsity in secure distributed machine learning.

Crowcroft, Jon and Gascon, Adrià (2018) Analytics without tears or is there a way for data to be anonymized and yet still useful? IEEE Internet Computing, 22 (3). pp. 58-64. doi:10.1109/MIC.2018.032501518 ISSN 1089-7801.

Gascon, Adrià, Schoppmann, Phillipp, Balle, Borja, Raykova, Mariana, Doerner, Jack, Zahur, Samee and Evans, David (2017) Privacy-preserving distributed linear regression on high-dimensional data. Proceedings on Privacy Enhancing Technologies, 2017 (4). pp. 345-364. doi:10.1515/popets-2017-0053

Creus, Carles, Gascon, Adrià, Godoy, Guillem and Ramos, Lander (2016) The HOM problem is EXPTIME-complete. SIAM Journal on Computing, 45 (4). pp. 1230-1260. doi:10.1137/140999104 ISSN 0097-5397.

Book Item

Butler, David, Aspinall, David and Gascon, Adrià (2017) How to simulate it in Isabelle : towards formal proof for secure multi-party computation. In: Ayala-Rincón, M. and Muñoz, C., (eds.) Interactive Theorem Proving. ITP 2017. Lecture Notes in Computer Science, 10499 . Cham: Springer, pp. 114-130. ISBN 9783319661063

Conference Item

Balle, Borja, Bell, James, Gascon, Adrià and Nissim, Kobbi (2019) The privacy blanket of the shuffle model. In: Crypto 2019, Santa Barbara, USA, 17-18 Aug 2019. Published in: Advances in Cryptology – CRYPTO 2019. CRYPTO 2019, 11693 pp. 638-667. ISBN 978-3-030-26950-0. doi:10.1007/978-3-030-26951-7_22 ISSN 0302-9743.

Kilbertus, Niki, Gascon, Adrià, Kusner, Matt, Veale, Michael, Gummadi , Krishna P. and Weller, Adrian (2018) Blind justice : fairness with encrypted sensitive attributes. In: 35th International Conference on Machine Learning, ICML 2018, Stockholm, Sweden, 10-15 Jul 2018. Published in: Proceedings of the 35th International Conference on Machine Learning, 80 pp. 2630-2639. ISSN 1938-7228.

Gascon, Adrià, Lohrey, Markus, Maneth, Sebastian, Reh, Carl Philipp and Sieber, Kurt (2018) Grammar-based compression of unranked trees. In: International Computer Science Symposium in Russia, Moscow, Russia, 6-10 Jun 2018, 10846 pp. 118-131. ISBN 9783319905297. doi:10.1007/978-3-319-90530-3_11

Sanyal, Amartya, Kusner, Matt, Gascon, Adria and Kanade, Varun (2018) TAPAS : tricks to accelerate (encrypted) prediction as a service. In: 35th International Conference on Machine Learning, ICML 2018, Stockholm, Sweden, 10-15 Jul 2018. Published in: Proceedings of the 35th International Conference on Machine Learning, 80 pp. 4490-4499. ISSN 2640-3498.

Gascon, Adrià, Tiwari, Ashish, Carmer, Brent and Mathur, Umang (2017) Look for the proof to find the program : decorated-component-based program synthesis. In: Computer Aided Verification - 29th International Conference, CAV 2017, Proceedings, Part II, Heidelberg, Germany, 24-28 Jul 2017, 10427 pp. 86-103. ISBN 9783319633893. doi:10.1007/978-3-319-63390-9 ISSN 0302-9743.

Zahur, Samee, Wang, Xiao, Raykova, Mariana, Gascon, Adrià, Doerner, Jack, Evans, David and Katz, Jonathan (2016) Revisiting square-root ORAM : efficient random access in multi-party computation. In: IEEE Symposium on Security and Privacy, San Jose, CA, USA, 22-26 May 2016 pp. 218-234.