| 2018 | ICOST | A Dynamic Distributed Architecture for Preserving Privacy of Medical IoT Monitoring Measurements. | Salaheddin Darwish, Ilia Nouretdinov, Stephen D. Wolthusen |
| 2018 | ICOST | Detection of Untrustworthy IoT Measurements Using Expert Knowledge of Their Joint Distribution. | Ilia Nouretdinov, Salaheddin Darwish, Stephen D. Wolthusen |
| 2017 | EUSPN | Towards Composable Threat Assessment for Medical IoT (MIoT). | Salaheddin Darwish, Ilia Nouretdinov, Stephen D. Wolthusen |
| 2016 | ICMLA | Distributed Conformal Anomaly Detection. | Ilia Nouretdinov |
| 2012 | ICML | Plug-in martingales for testing exchangeability on-line. | Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Volodya Vovk |
| 2012 | PSB | Determining Confidence of Predicted Interactions Between HIV-1 and Human Proteins Using Conformal Method. | Ilia Nouretdinov, Alex Gammerman, Yanjun Qi, Judith Klein-Seetharaman |
| 2009 | AIME | Online Prediction of Ovarian Cancer. | Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman |
| 2009 | ICMLA | Conditional Prediction Intervals for Linear Regression. | Peter McCullagh, Vladimir Vovk, Ilia Nouretdinov, Dmitry Devetyarov, Alex Gammerman |
| 2009 | ICMLA | Application of Inductive Confidence Machine to ICMLA Competition Data. | Ilia Nouretdinov, Brian Burford, Alex Gammerman |
| 2005 | ALT | Defensive Forecasting for Linear Protocols. | Vladimir Vovk, Ilia Nouretdinov, Akimichi Takemura, Glenn Shafer |
| 2003 | ALT | Criterion of Calibration for Transductive Confidence Machine with Limited Feedback. | Ilia Nouretdinov, Vladimir Vovk |
| 2003 | ALT | Transductive Confidence Machine Is Universal. | Ilia Nouretdinov, Vladimir V. V'yugin, Alex Gammerman |
| 2003 | ICML | Testing Exchangeability On-Line. | Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman |
| 2002 | ISAIM | Transductive Confidence Machines for Pattern Recognition. | Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alex Gammerman |
| 2001 | COLT | Pattern Recognition and Density Estimation under the General i.i.d. Assumption. | Ilia Nouretdinov, Volodya Vovk, Michael V. Vyugin, Alex Gammerman |
| 2001 | ICML | Ridge Regression Confidence Machine. | Ilia Nouretdinov, Thomas Melluish, Volodya Vovk |