| AI^2: Training a Big Data Machine to Defend KL K. Veeramachaneni, I. Arnaldo, V. Korrapati, C. Bassias 2016 IEEE 2nd International Conference on Big Data Security on Cloud …, 2016 | 379 | 2016 |
| Multiple regression genetic programming I Arnaldo, K Krawiec, UM O'Reilly Proceedings of the 2014 annual conference on genetic and evolutionary …, 2014 | 200 | 2014 |
| Method and system for employing graph analysis for detecting malicious activity in time evolving networks M Lem, I Arnaldo, A Arun, K Li, C Bassias US Patent 11,146,578, 2021 | 172 | 2021 |
| Building predictive models via feature synthesis I Arnaldo, UM O'Reilly, K Veeramachaneni Proceedings of the 2015 annual conference on genetic and evolutionary …, 2015 | 113 | 2015 |
| Method and system for training a big data machine to defend U Veeramachaneni, V Korrapati, C Bassias, I Arnaldo, K Li US Patent 9,904,893, 2018 | 82 | 2018 |
| The need for interpretable features: Motivation and taxonomy A Zytek, I Arnaldo, D Liu, L Berti-Equille, K Veeramachaneni ACM SIGKDD Explorations Newsletter 24 (1), 1-13, 2022 | 59 | 2022 |
| Learning representations for log data in cybersecurity I Arnaldo, A Cuesta-Infante, A Arun, M Lam, C Bassias, ... International conference on cyber security cryptography and machine learning …, 2017 | 35 | 2017 |
| FlexGP: Cloud-Based Ensemble Learning with Genetic Programming for Large Regression Problems K Veeramachaneni, I Arnaldo, O Derby, UM O’Reilly Journal of Grid Computing, 1-17, 2014 | 33 | 2014 |
| Bring your own learner: A cloud-based, data-parallel commons for machine learning I Arnaldo, K Veeramachaneni, A Song, UM O'Reilly IEEE Computational Intelligence Magazine 10 (1), 20-32, 2015 | 31 | 2015 |
| Matching island topologies to problem structure in parallel evolutionary algorithms I Arnaldo, I Contreras, D Millán-Ruiz, JI Hidalgo, N Krasnogor Soft Computing 17 (7), 1209-1225, 2013 | 27 | 2013 |
| Method and system for generating synthetic feature vectors from real, labelled feature vectors in artificial intelligence training of a big data machine to defend V Chen, I Arnaldo, C Bassias US Patent 10,848,508, 2020 | 21 | 2020 |
| The Holy Grail of "Systems for Machine Learning": Teaming humans and machine learning for detecting cyber threats I Arnaldo, K Veeramachaneni ACM SIGKDD Explorations Newsletter 21 (2), 39-47, 2019 | 21 | 2019 |
| Method and system for learning representations for log data in cybersecurity I Arnaldo, A Arun, M Lam, C Bassias US Patent 10,367,841, 2019 | 15 | 2019 |
| eX2: a framework for interactive anomaly detection. I Arnaldo, K Veeramachaneni, M Lam IUI Workshops, 2019 | 13 | 2019 |
| Acquire, adapt, and anticipate: continuous learning to block malicious domains I Arnaldo, A Arun, S Kyathanahalli, K Veeramachaneni 2018 IEEE international conference on Big Data (Big Data), 1891-1898, 2018 | 11 | 2018 |
| Blind optimisation problem instance classification via enhanced universal similarity metric I Contreras, I Arnaldo, N Krasnogor, JI Hidalgo Memetic Computing 6 (4), 263-276, 2014 | 10 | 2014 |
| Computer-implemented process and system employing outlier score detection for identifying and detecting scenario-specific data elements from a dynamic data source U Veeramachaneni, V Korrapati, C Bassias, I Arnaldo US Patent 10,264,027, 2019 | 9 | 2019 |
| Flash: A GP-GPU ensemble learning system for handling large datasets I Arnaldo, K Veeramachaneni, UM O’Reilly European Conference on Genetic Programming, 13-24, 2014 | 8 | 2014 |
| Fast and scalable temperature-driven floorplan design in 3D MPSoCs I Arnaldo, A Vicenzi, JL Ayala, JL Risco, JI Hidalgo, M Ruggiero, ... 2012 13th Latin American Test Workshop (LATW), 1-6, 2012 | 7 | 2012 |
| Power profiling-guided floorplanner for thermal optimization in 3D multiprocessor architectures I Arnaldo, JL Risco-Martín, JL Ayala, JI Hidalgo International Workshop on Power and Timing Modeling, Optimization and …, 2011 | 7 | 2011 |
Kalyan VeeramachaneniPrincipal Research Scientist, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
