| Mitigating sybils in federated learning poisoning C Fung, CJM Yoon, I Beschastnikh arXiv preprint arXiv:1808.04866, 2018 | 865 | 2018 |
| The limitations of federated learning in sybil settings C Fung, CJM Yoon, I Beschastnikh 23rd International symposium on research in attacks, intrusions and defenses …, 2020 | 652 | 2020 |
| Biscotti: A blockchain system for private and secure federated learning M Shayan, C Fung, CJM Yoon, I Beschastnikh IEEE Transactions on Parallel and Distributed Systems 32 (7), 1513-1525, 2020 | 503* | 2020 |
| Leveraging existing instrumentation to automatically infer invariant-constrained models I Beschastnikh, Y Brun, S Schneider, M Sloan, MD Ernst Proceedings of the 19th ACM SIGSOFT symposium and the 13th European …, 2011 | 308 | 2011 |
| Inferring models of concurrent systems from logs of their behavior with CSight I Beschastnikh, Y Brun, MD Ernst, A Krishnamurthy Proceedings of the 36th International Conference on Software Engineering …, 2014 | 249 | 2014 |
| Seattle: a platform for educational cloud computing J Cappos, I Beschastnikh, A Krishnamurthy, T Anderson Proceedings of the 40th ACM technical symposium on Computer science …, 2009 | 249 | 2009 |
| Articulations of wikiwork: uncovering valued work in wikipedia through barnstars T Kriplean, I Beschastnikh, DW McDonald Proceedings of the 2008 ACM conference on Computer supported cooperative …, 2008 | 228 | 2008 |
| Scalable consistency in Scatter L Glendenning, I Beschastnikh, A Krishnamurthy, T Anderson Proceedings of the Twenty-Third ACM Symposium on Operating Systems …, 2011 | 216 | 2011 |
| Community, consensus, coercion, control: CS*W or how policy mediates mass participation T Kriplean, I Beschastnikh, DW McDonald, SA Golder Proceedings of the 2007 international ACM conference on Supporting group …, 2007 | 214 | 2007 |
| General LTL Specification Mining C Lemieux, D Park, I Beschastnikh Automated Software Engineering (ASE), 2015 30th IEEE/ACM International …, 2015 | 209 | 2015 |
| Wikipedian self-governance in action: Motivating the policy lens I Beschastnikh, T Kriplean, D McDonald Proceedings of the International AAAI Conference on Web and Social Media 2 …, 2008 | 183 | 2008 |
| Debugging distributed systems: Challenges and options for validation and debugging I Beschastnikh, P Wang, Y Brun, MD Ernst Queue 14 (2), 91-110, 2016 | 141 | 2016 |
| Erlay: Efficient transaction relay for bitcoin G Naumenko, G Maxwell, P Wuille, A Fedorova, I Beschastnikh Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications …, 2019 | 133* | 2019 |
| Improving microservice-based applications with runtime placement adaptation AR Sampaio Jr, J Rubin, I Beschastnikh, NS Rosa Journal of Internet Services and Applications 10 (1), 4, 2019 | 125 | 2019 |
| Using declarative specification to improve the understanding, extensibility, and comparison of model-inference algorithms I Beschastnikh, Y Brun, J Abrahamson, MD Ernst, A Krishnamurthy IEEE Transactions on Software Engineering 41 (4), 408-428, 2014 | 125* | 2014 |
| SPRUCE: A system for supporting urgent high-performance computing P Beckman, S Nadella, N Trebon, I Beschastnikh Grid-Based Problem Solving Environments: IFIP TC2/WG 2.5 Working Conference …, 2007 | 114 | 2007 |
| Platform for continuous mobile-cloud services F Yang, Z Qian, X Chen, I Beschastnikh, L Zhuang, L Zhou, G Shen US Patent 8,745,434, 2014 | 100 | 2014 |
| Supporting microservice evolution AR Sampaio, H Kadiyala, B Hu, J Steinbacher, T Erwin, N Rosa, ... 2017 IEEE international conference on software maintenance and evolution …, 2017 | 92 | 2017 |
| Behavioral resource-aware model inference T Ohmann, M Herzberg, S Fiss, A Halbert, M Palyart, I Beschastnikh, ... Proceedings of the 29th ACM/IEEE international conference on Automated …, 2014 | 92 | 2014 |
| Mining temporal invariants from partially ordered logs I Beschastnikh, Y Brun, MD Ernst, A Krishnamurthy, TE Anderson Managing Large-scale Systems via the Analysis of System Logs and the …, 2011 | 70 | 2011 |
Yuriy BrunManning College of Information and Computer Sciences, University of Massachusetts AmherstVerified email at cs.umass.edu
