NF-GNN: network flow graph neural networks for malware detection and classification J Busch, A Kocheturov, V Tresp, T Seidl Proceedings of the 33rd International Conference on Scientific and …, 2021 | 67 | 2021 |
Dynamics of cluster structures in a financial market network A Kocheturov, M Batsyn, PM Pardalos Physica A: Statistical Mechanics and its Applications 413, 523-533, 2014 | 61 | 2014 |
Massive datasets and machine learning for computational biomedicine: trends and challenges A Kocheturov, PM Pardalos, A Karakitsiou Annals of Operations Research 276, 5-34, 2019 | 60 | 2019 |
Deep reinforcement learning for der cyber-attack mitigation C Roberts, ST Ngo, A Milesi, S Peisert, D Arnold, S Saha, A Scaglione, ... 2020 IEEE International Conference on Communications, Control, and Computing …, 2020 | 34 | 2020 |
Cfg2vec: Hierarchical graph neural network for cross-architectural software reverse engineering SY Yu, YG Achamyeleh, C Wang, A Kocheturov, P Eisen, MA Al Faruque 2023 IEEE/ACM 45th International Conference on Software Engineering …, 2023 | 12 | 2023 |
Extended vertical lists for temporal pattern mining from multivariate time series A Kocheturov, P Momcilovic, A Bihorac, PM Pardalos Expert systems 36 (5), e12448, 2019 | 12 | 2019 |
A Pseudo-Boolean Approach to the Market Graph Analysis by Means of the p-Median Model B Goldengorin, A Kocheturov, PM Pardalos Clusters, Orders, and Trees: Methods and Applications: In Honor of Boris …, 2014 | 6 | 2014 |
Tolerance-based vs. cost-based branching for the asymmetric capacitated vehicle routing problem M Batsyn, B Goldengorin, A Kocheturov, PM Pardalos Models, Algorithms, and Technologies for Network Analysis: Proceedings of …, 2013 | 6 | 2013 |
Cfg2vec: Hierarchical graph neural network for cross-architectural software reverse engineering. In 2023 IEEE/ACM 45th International Conference on Software Engineering … SY Yu, YG Achamyeleh, C Wang, A Kocheturov, P Eisen, MA Al Faruque IEEE, 2023 | 5 | 2023 |
User behavorial analytics for security anomaly detection in industrial control systems LP de Aguiar, BP Leao, M Stewart, A Kocheturov US Patent App. 17/442,834, 2022 | 4 | 2022 |
Cream skimming the underground: Identifying relevant information points from online forums F Moreno-Vera, M Nogueira, C Figueiredo, DS Menasché, M Bicudo, ... 2023 IEEE International Conference on Cyber Security and Resilience (CSR), 66-71, 2023 | 3 | 2023 |
Dynamics of cluster structures in stock market networks A Kocheturov, M Batsyn, P Pardalos Journal of the New Economic Association 28 (4), 12-30, 2015 | 3 | 2015 |
Kronos: lightweight knowledge-based event analysis in cyber-physical data streams MH Namaki, X Zhang, S Singh, A Ahmed, A Foroutan, Y Wu, ... 2020 IEEE 36th International Conference on Data Engineering (ICDE), 1766-1769, 2020 | 2 | 2020 |
Frequent temporal pattern mining with extended lists A Kocheturov, PM Pardalos Trends in Biomathematics: Modeling, Optimization and Computational Problems …, 2018 | 2 | 2018 |
How Context Impacts Vulnerability Severity: An Analysis of Product-Specific CVSS Scores LS Coutinho, D Menasche, L Miranda, E Lovat, SG Kumar, ... Proceedings of the 13th Latin-American Symposium on Dependable and Secure …, 2024 | 1 | 2024 |
Patch or Exploit? NVD Assisted Classification of Vulnerability-Related GitHub Pages L Miranda, C Figueiredo, DS Menasché, A Kocheturov International Symposium on Cyber Security, Cryptology, and Machine Learning …, 2023 | 1 | 2023 |
Graph convolutional reinforcement learning with heterogeneous agent groups A Kocheturov, D Fradkin, N Borodinov, AM Canedo US Patent App. 17/997,590, 2023 | 1 | 2023 |
Data science for massive networks A Kocheturov, PM Pardalos Information Retrieval: 9th Russian Summer School, RuSSIR 2015, Saint …, 2016 | 1 | 2016 |
Learning CNA-Oriented CVSS Scores L Miranda, L Senos, D Menasché, G Srivastava, A Kocheturov, ... 2024 IEEE 13th International Conference on Cloud Networking (CloudNet), 1-5, 2024 | | 2024 |
A Statistical Approach to Severity Aware Vulnerability Prioritization M Bicudo, C Pereira, L Miranda, L Senos, CE Banjar, D Menasché, ... 2024 IEEE 13th International Conference on Cloud Networking (CloudNet), 1-6, 2024 | | 2024 |