Mitigating sybils in federated learning poisoning C Fung, CJM Yoon, I Beschastnikh arXiv preprint arXiv:1808.04866, 2018 | 406 | 2018 |
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 | 271 | 2011 |
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 | 229 | 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 | 210 | 2008 |
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 | 207 | 2014 |
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 | 198 | 2007 |
Scalable consistency in Scatter L Glendenning, I Beschastnikh, A Krishnamurthy, T Anderson Proceedings of the Twenty-Third ACM Symposium on Operating Systems …, 2011 | 195 | 2011 |
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 | 176 | 2020 |
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 | 165 | 2008 |
General LTL Specification Mining C Lemieux, D Park, I Beschastnikh Automated Software Engineering (ASE), 2015 30th IEEE/ACM International …, 2015 | 160 | 2015 |
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 | 105 | 2007 |
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 | 104 | 2020 |
Debugging distributed systems I Beschastnikh, P Wang, Y Brun, MD Ernst Communications of the ACM 59 (8), 32-37, 2016 | 99 | 2016 |
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 | 96 | 2014 |
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 | 85 | 2014 |
Improving microservice-based applications with runtime placement adaptation AR Sampaio, J Rubin, I Beschastnikh, NS Rosa Journal of Internet Services and Applications 10 (1), 1-30, 2019 | 74 | 2019 |
Biscotti: A ledger for private and secure peer-to-peer machine learning M Shayan, C Fung, CJM Yoon, I Beschastnikh arXiv preprint arXiv:1811.09904, 2018 | 69 | 2018 |
Unifying FSM-inference algorithms through declarative specification I Beschastnikh, Y Brun, J Abrahamson, MD Ernst, A Krishnamurthy 2013 35th International Conference on Software Engineering (ICSE), 252-261, 2013 | 68 | 2013 |
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 | 66 | 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 | 66 | 2014 |