| Toward a reliable anomaly-based intrusion detection in real-world environments EK Viegas, AO Santin, LS Oliveira Computer Networks 127, 200-216, 2017 | 144 | 2017 |
| Towards an energy-efficient anomaly-based intrusion detection engine for embedded systems E Viegas, AO Santin, A Franca, R Jasinski, VA Pedroni, LS Oliveira IEEE Transactions on Computers 66 (1), 163-177, 2016 | 117 | 2016 |
| BigFlow: Real-time and reliable anomaly-based intrusion detection for high-speed networks E Viegas, A Santin, A Bessani, N Neves Future Generation Computer Systems 93, 473-485, 2019 | 89 | 2019 |
| Machine learning intrusion detection in big data era: A multi-objective approach for longer model lifespans E Viegas, AO Santin, V Abreu Jr IEEE Transactions on Network Science and Engineering 8 (1), 366-376, 2020 | 34 | 2020 |
| PPCensor: Architecture for real-time pornography detection in video streaming J Mallmann, AO Santin, EK Viegas, RR dos Santos, J Geremias Future Generation Computer Systems 112, 945-955, 2020 | 31 | 2020 |
| A reliable and energy-efficient classifier combination scheme for intrusion detection in embedded systems E Viegas, A Santin, L Oliveira, A Franca, R Jasinski, V Pedroni Computers & Security 78, 16-32, 2018 | 26 | 2018 |
| A machine learning model for detection of docker-based APP overbooking on kubernetes F Ramos, E Viegas, A Santin, P Horchulhack, RR dos Santos, ... ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 25 | 2021 |
| SDN-based and multitenant-aware resource provisioning mechanism for cloud-based big data streaming C Vicentini, A Santin, E Viegas, V Abreu Journal of Network and Computer Applications 126, 133-149, 2019 | 19 | 2019 |
| Toward feasible machine learning model updates in network-based intrusion detection P Horchulhack, EK Viegas, AO Santin Computer Networks, 108618, 2022 | 18 | 2022 |
| A reliable semi-supervised intrusion detection model: One year of network traffic anomalies EK Viegas, AO Santin, VV Cogo, V Abreu ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020 | 18 | 2020 |
| Identity and access management for IoT in smart grid V Abreu, AO Santin, EK Viegas, VV Cogo Advanced Information Networking and Applications: Proceedings of the 34th …, 2020 | 17 | 2020 |
| A resilient stream learning intrusion detection mechanism for real-time analysis of network traffic E Viegas, A Santin, N Neves, A Bessani, V Abreu GLOBECOM 2017-2017 IEEE Global Communications Conference, 1-6, 2017 | 16 | 2017 |
| Stream learning and anomaly-based intrusion detection in the adversarial settings E Viegas, A Santin, V Abreu, LS Oliveira 2017 IEEE Symposium on Computers and Communications (ISCC), 773-778, 2017 | 16 | 2017 |
| A multi-domain role activation model V Abreu, AO Santin, EK Viegas, M Stihler 2017 IEEE International Conference on Communications (ICC), 1-6, 2017 | 14 | 2017 |
| A host-based intrusion detection model based on OS diversity for SCADA BB Bulle, AO Santin, EK Viegas, RR dos Santos IECON 2020 The 46th annual conference of the IEEE industrial electronics …, 2020 | 13 | 2020 |
| Reinforcement learning for intrusion detection: More model longness and fewer updates RR dos Santos, EK Viegas, AO Santin, VV Cogo IEEE Transactions on Network and Service Management, 2022 | 12 | 2022 |
| Towards Multi-view Android Malware Detection Through Image-based Deep Learning J Geremias, EK Viegas, AO Santin, A Britto, P Horchulhack IEEE International Wireless Communications and Mobile Computing Conference …, 2022 | 10 | 2022 |
| A machine learning auditing model for detection of multi-tenancy issues within tenant domain C Vicentini, A Santin, E Viegas, V Abreu 2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2018 | 10 | 2018 |
| A long-lasting reinforcement learning intrusion detection model RR dos Santos, EK Viegas, A Santin, VV Cogo Advanced Information Networking and Applications: Proceedings of the 34th …, 2020 | 9 | 2020 |
| Enabling anomaly-based intrusion detection through model generalization E Viegas, A Santin, V Abreu, LS Oliveira 2018 IEEE symposium on computers and communications (ISCC), 00934-00939, 2018 | 9 | 2018 |
Altair Olivo SantinFull Professor | Pontifical Catholic University of Parana | Graduate Program in Computer ScienceE-mail confirmado em ppgia.pucpr.br
