| Optimizing text classification through efficient feature selection based on quality metric JC Lamirel, P Cuxac, AS Chivukula, K Hajlaoui Journal of Intelligent Information Systems 45, 379-396, 2015 | 52 | 2015 |
| Adversarial deep learning models with multiple adversaries AS Chivukula, W Liu IEEE Transactions on Knowledge and Data Engineering 31 (6), 1066-1079, 2018 | 38 | 2018 |
| Big data analytics CSR Prabhu, AS Chivukula, A Mogadala, R Ghosh, LMJ Livingston, ... Big data analytics: systems, algorithms, applications, 1-23, 2019 | 30 | 2019 |
| Identification and classification of cyberbullying posts: A recurrent neural network approach using under-sampling and class weighting A Agarwal, AS Chivukula, MH Bhuyan, T Jan, B Narayan, M Prasad Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020 | 24 | 2020 |
| Game theoretical adversarial deep learning with variational adversaries AS Chivukula, X Yang, W Liu, T Zhu, W Zhou IEEE Transactions on Knowledge and Data Engineering 33 (11), 3568-3581, 2020 | 22 | 2020 |
| Adversarial learning games with deep learning models AS Chivukula, W Liu 2017 international joint conference on neural networks (IJCNN), 2758-2767, 2017 | 20 | 2017 |
| A new feature selection and feature contrasting approach based on quality metric: application to efficient classification of complex textual data JC Lamirel, P Cuxac, AS Chivukula, K Hajlaoui Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2013 …, 2013 | 19 | 2013 |
| Adversarial machine learning: attack surfaces, defence mechanisms, learning theories in artificial intelligence AS Chivukula, X Yang, B Liu, W Liu, W Zhou Springer Nature, 2023 | 17 | 2023 |
| Discovering granger-causal features from deep learning networks AS Chivukula, J Li, W Liu AI 2018: Advances in Artificial Intelligence: 31st Australasian Joint …, 2018 | 12 | 2018 |
| Stock market analysis with text data: A review K Fataliyev, A Chivukula, M Prasad, W Liu arXiv preprint arXiv:2106.12985, 2021 | 11 | 2021 |
| Big data analytics for financial services and banking CSR Prabhu, AS Chivukula, A Mogadala, R Ghosh, LMJ Livingston, ... Big data analytics: Systems, algorithms, applications, 249-256, 2019 | 8 | 2019 |
| Off-policy actor-critic deep reinforcement learning methods for alert prioritization in intrusion detection systems L Chavali, A Krishnan, P Saxena, B Mitra, AS Chivukula Computers & Security 142, 103854, 2024 | 6 | 2024 |
| Game theoretical adversarial deep learning A Sreevallabh Chivukula, X Yang, B Liu, W Liu, W Zhou Adversarial Machine Learning: Attack Surfaces, Defence Mechanisms, Learning …, 2022 | 5* | 2022 |
| Adversarial Deep Learning with Stackelberg Games A Sreevallabh Chivukula, X Yang, W Liu Neural Information Processing: 26th International Conference, ICONIP 2019 …, 2019 | 3 | 2019 |
| Analytics models for data science CSR Prabhu, AS Chivukula, A Mogadala, R Ghosh, LMJ Livingston, ... Big data analytics: Systems, algorithms, applications, 47-82, 2019 | 3 | 2019 |
| Big data tools—Hadoop ecosystem, spark and NoSQL databases CSR Prabhu, AS Chivukula, A Mogadala, R Ghosh, LMJ Livingston, ... Big Data Analytics: Systems, Algorithms, Applications, 83-165, 2019 | 3 | 2019 |
| Adversarial Deep Learning in Cybersecurity Attack Taxonomies, Defence Mechanisms, and Learning Theories AS Chivukula, X Yang, B Liu, W Liu, W Zhou Springer, 2023 | 2 | 2023 |
| Adversarial Machine Learning A Sreevallabh Chivukula, X Yang, B Liu, W Liu, W Zhou Adversarial Machine Learning: Attack Surfaces, Defence Mechanisms, Learning …, 2022 | 2 | 2022 |
| Big data analytics in bio-informatics CSR Prabhu, AS Chivukula, A Mogadala, R Ghosh, LMJ Livingston, ... Big Data Analytics: Systems, Algorithms, Applications, 275-286, 2019 | 2 | 2019 |
| Big data analytics for insurance CSR Prabhu, AS Chivukula, A Mogadala, R Ghosh, LMJ Livingston, ... Big data analytics: Systems, algorithms, applications, 267-270, 2019 | 1 | 2019 |
