Active Spectral Botnet Detection Based on Eigenvalue Weighting
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Gautam Srivastava | Bahram Gharabaghi | Sattar Hashemi | Reza M. Parizi | Ali Dehghantanha | Amin Azmoodeh | R. Parizi | A. Dehghantanha | Gautam Srivastava | Amin Azmoodeh | S. Hashemi | Bahram Gharabaghi
[1] Jens Myrup Pedersen,et al. An efficient flow-based botnet detection using supervised machine learning , 2014, 2014 International Conference on Computing, Networking and Communications (ICNC).
[2] D. Cacuci,et al. SENSITIVITY and UNCERTAINTY ANALYSIS , 2003 .
[3] Kwangjo Kim,et al. Data Randomization and Cluster-Based Partitioning for Botnet Intrusion Detection , 2016, IEEE Transactions on Cybernetics.
[4] Ali Dehghantanha,et al. Ensemble-based multi-filter feature selection method for DDoS detection in cloud computing , 2016, EURASIP Journal on Wireless Communications and Networking.
[5] Martine D. F. Schlag,et al. Spectral K-way ratio-cut partitioning and clustering , 1994, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..
[6] Shang-Hua Teng,et al. A Local Clustering Algorithm for Massive Graphs and Its Application to Nearly Linear Time Graph Partitioning , 2008, SIAM J. Comput..
[7] Minho Park,et al. A comparison of clustering algorithms for botnet detection based on network flow , 2016, 2016 Eighth International Conference on Ubiquitous and Future Networks (ICUFN).
[8] Burr Settles,et al. Active Learning , 2012, Synthesis Lectures on Artificial Intelligence and Machine Learning.
[9] Xiapu Luo,et al. Building a Scalable System for Stealthy P2P-Botnet Detection , 2014, IEEE Transactions on Information Forensics and Security.
[10] Gautam Srivastava,et al. Label-bag based Graph Anonymization via Edge Addition , 2014, C3S2E.
[11] Tooska Dargahi,et al. Cyber Threat Intelligence : Challenges and Opportunities , 2018, ArXiv.
[12] Satu Elisa Schaeffer,et al. Graph Clustering , 2017, Encyclopedia of Machine Learning and Data Mining.
[13] Nozha Boujemaa,et al. Active semi-supervised fuzzy clustering , 2008, Pattern Recognit..
[14] Rajendra Bhatia. Review of matrix perturbation theory: by G.W. Stewart and Ji-guang Sun☆ , 1992 .
[15] Yew-Soon Ong. Editorial IEEE Transactions on Emerging Topics in Computational Intelligence , 2017, IEEE Trans. Emerg. Top. Comput. Intell..
[16] M. Cavers. THE NORMALIZED LAPLACIAN MATRIX AND GENERAL RANDI C INDEX OF GRAPHS , 2010 .
[17] Ling Huang,et al. Spectral Clustering with Perturbed Data , 2008, NIPS.
[18] Amin Azmoodeh,et al. Graph embedding as a new approach for unknown malware detection , 2017, Journal of Computer Virology and Hacking Techniques.
[19] Fan Chung,et al. Spectral Graph Theory , 1996 .
[20] Michael I. Jordan,et al. On Spectral Clustering: Analysis and an algorithm , 2001, NIPS.
[21] Farnam Jahanian,et al. A Survey of Botnet Technology and Defenses , 2009, 2009 Cybersecurity Applications & Technology Conference for Homeland Security.
[22] Sean Chester,et al. Social Network Privacy for Attribute Disclosure Attacks , 2011, 2011 International Conference on Advances in Social Networks Analysis and Mining.
[23] Sean Chester,et al. Complexity of social network anonymization , 2012, Social Network Analysis and Mining.
[24] Ali Dehghantanha,et al. Robust Malware Detection for Internet of (Battlefield) Things Devices Using Deep Eigenspace Learning , 2019, IEEE Transactions on Sustainable Computing.
[25] Hossein Rouhani Zeidanloo,et al. A taxonomy of Botnet detection techniques , 2010, 2010 3rd International Conference on Computer Science and Information Technology.
[26] Thorsten Joachims,et al. Transductive Learning via Spectral Graph Partitioning , 2003, ICML.
[27] Erhan Guven,et al. A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection , 2016, IEEE Communications Surveys & Tutorials.
[28] Thomas Strohmer,et al. Performance Analysis of Spectral Clustering on Compressed, Incomplete and Inaccurate Measurements , 2010, ArXiv.
[29] Guofei Gu,et al. BotMiner: Clustering Analysis of Network Traffic for Protocol- and Structure-Independent Botnet Detection , 2008, USENIX Security Symposium.
[30] Nebojsa Jojic,et al. Active spectral clustering via iterative uncertainty reduction , 2012, KDD.
[31] Ohad Shamir,et al. Spectral Clustering on a Budget , 2011, AISTATS.
[32] Ali Dehghantanha,et al. BoTShark: A Deep Learning Approach for Botnet Traffic Detection , 2018 .
[33] Tooska Dargahi,et al. Cyber Threat Intelligence , 2018, Advances in Information Security.
[34] Gautam Srivastava,et al. A Secure Publish/Subscribe Protocol for Internet of Things , 2019, IACR Cryptol. ePrint Arch..
[35] Ali Dehghantanha,et al. Security Aspects of Internet of Things aided Smart Grids: a Bibliometric Survey , 2019, Internet Things.
[36] Ling Huang,et al. Fast approximate spectral clustering , 2009, KDD.
[37] Lehel Csató,et al. Active Learning with Clustering , 2011, Active Learning and Experimental Design @ AISTATS.
[38] Ulrike von Luxburg,et al. A tutorial on spectral clustering , 2007, Stat. Comput..
[39] Ali Dehghantanha,et al. Know Abnormal, Find Evil: Frequent Pattern Mining for Ransomware Threat Hunting and Intelligence , 2018, IEEE Transactions on Emerging Topics in Computing.
[40] C. Tappert,et al. A Survey of Binary Similarity and Distance Measures , 2010 .
[41] Anil K. Jain,et al. Data clustering: a review , 1999, CSUR.
[42] Ali Dehghantanha,et al. A Cyber Kill Chain Based Taxonomy of Banking Trojans for Evolutionary Computational Intelligence , 2017, J. Comput. Sci..
[43] Ali Dehghantanha,et al. Internet of Things security and forensics: Challenges and opportunities , 2018, Future Gener. Comput. Syst..
[44] Ali Dehghantanha,et al. Fuzzy pattern tree for edge malware detection and categorization in IoT , 2019, J. Syst. Archit..
[45] André Carlos Ponce de Leon Ferreira de Carvalho,et al. Spectral methods for graph clustering - A survey , 2011, Eur. J. Oper. Res..
[46] Ian Davidson,et al. Active Spectral Clustering , 2010, 2010 IEEE International Conference on Data Mining.
[47] Tooska Dargahi,et al. Cyber Kill Chain-Based Taxonomy of Advanced Persistent Threat Actors: Analogy of Tactics, Techniques, and Procedures , 2019, J. Inf. Process. Syst..
[48] Jitendra Malik,et al. Normalized Cuts and Image Segmentation , 2000, IEEE Trans. Pattern Anal. Mach. Intell..
[49] Sivaraman Balakrishnan,et al. Efficient Active Algorithms for Hierarchical Clustering , 2012, ICML.
[50] Robert D. Nowak,et al. Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities , 2011, AISTATS.
[51] Hamid Beigy,et al. Active selection of clustering constraints: a sequential approach , 2014, Pattern Recognit..