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2018
1 Deliu, Isuf; Leichter, Carl Stuart; Franke, Katrin.
Collecting Cyber Threat Intelligence from Hacker Forums via a Two-Stage, Hybrid Process using Support Vector Machines and Latent Dirichlet Allocation. I: 2018 IEEE International Conference on Big Data (Big Data), Seattle, 10-13 Dec. 2018. IEEE 2018 ISBN 978-1-5386-5035-6. s. 5008-5013
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2 Hansen, Joachim; Porter, Kyle; Shalaginov, Andrii; Franke, Katrin.
Comparing Open Source Search Engine Functionality, Efficiency and Effectiveness with Respect to Digital Forensic Search. Norsk Informasjonssikkerhetskonferanse (NISK) 2018 ;Volum 11.
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3 Johnsen, Jan William; Franke, Katrin.
Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces. Lecture Notes in Computer Science 2018 ;Volum 10862 LNCS. s. 379-386
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4 Shalaginov, Andrii; Banin, Sergii; Dehghantanha, Ali; Franke, Katrin.
Machine Learning Aided Static Malware Analysis: A Survey and Tutorial. I: Cyber Threat Intelligence. Springer 2018 ISBN 978-3-319-73951-9. s. 7-45
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5 Shalaginov, Andrii; Franke, Katrin; Johnsen, Jan William.
The 2nd International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention 2018. IEEE International Conference on Big Data 2018; 2018-12-10 - 2018-12-13
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2017
6 Deliu, Isuf; Leichter, Carl Stuart; Franke, Katrin.
Extracting cyber threat intelligence from hacker forums: Support vector machines versus convolutional neural networks. I: IEEE Big Data 1st International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention 2017. IEEE 2017 ISBN 978-1-5386-2715-0. s. 3648-3656
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7 Franke, Katrin; Årnes, Andrè.
Challenges in Digital Forensics. I: Digital forensics. John Wiley & Sons 2017 ISBN 9781119262381. s. 313-317
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8 Johnsen, Jan William; Franke, Katrin.
Feasibility Study of Social Network Analysis on Loosely Structured Communication Networks. Procedia Computer Science 2017 ;Volum 108. s. 2388-2392
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9 Lopez-Rojas, Edgar Alonso; Franke, Katrin.
Bootstrapping the Paysim Financial Simulator for Open Source. I: THE 29TH EUROPEAN MODELING & SIMULATION SYMPOSIUM (EMSS 2017). Genoa, Italy: DIME UNIVERSITY OF GENOA 2017 ISBN 978-88-97999-85-0. s. 296-302
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10 Shalaginov, Andrii; Franke, Katrin.
A Deep Neuro-Fuzzy method for multi-label malware classification and fuzzy rules extraction. I: 2017 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings. IEEE 2017 ISBN 978-1-5386-2726-6. s. 533-540
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11 Shalaginov, Andrii; Franke, Katrin.
Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness. Applied Soft Computing 2017 ;Volum 52. s. 359-375
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12 Shalaginov, Andrii; Franke, Katrin; Johnsen, Jan William.
IEEE Big Data 1st International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention 2017. IEEE 2017 (ISBN 978-1-5386-2715-0)
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13 Shalaginov, Andrii; Johnsen, Jan William; Franke, Katrin.
Cyber Crime Investigations in the Era of Big Data. I: IEEE Big Data 1st International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention 2017. IEEE 2017 ISBN 978-1-5386-2715-0. s. 3672-3676
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2016
14 Andersen, Lars Christian; Franke, Katrin; Shalaginov, Andrii.
Data-driven Approach to Information Sharing using Data Fusion and Machine Learning for Intrusion Detection. Norsk Informasjonssikkerhetskonferanse (NISK) 2016 ;Volum 2016. s. 19-30
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15 Banin, Sergii; Shalaginov, Andrii; Franke, Katrin.
Memory access patterns for malware detection. Norsk Informasjonssikkerhetskonferanse (NISK) 2016 ;Volum 2016. s. 96-107
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16 Shalaginov, Andrii; Franke, Katrin.
Intelligent generation of fuzzy rules for network firewalls based on the analysis of large-scale network traffic dumps. International Journal of Hybrid Intelligent Systems 2016 ;Volum 13.(3-4) s. 195-206
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17 Shalaginov, Andrii; Franke, Katrin.
Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy. International Journal of Hybrid Intelligent Systems 2016 ;Volum 13.(1) s. 15-26
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18 Shalaginov, Andrii; Franke, Katrin; Huang, Xiongwei.
Malware Beaconing Detection by Mining Large-scale DNS Logs for Targeted Attack Identification. International Journal of Social, Behavioral, Educational, Economic, Business and Industrial Engineering 2016 ;Volum 10.(4) s. 617-629
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19 Shalaginov, Andrii; Grini, Lars Strande; Franke, Katrin.
Understanding Neuro-Fuzzy on a Class of Multinomial Malware Detection Problems. I: IEEE International Joint Conference on Neural Networks (IJCNN). Research Publishing Services 2016 ISBN 978-1-5090-0619-9. s. 684-691
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2015
20 Shalaginov, Andrii; Franke, Katrin.
A New Method for an Optimal SOM Size Determination in Neuro-Fuzzy for the Digital Forensics Applications. I: Advances in Computational Intelligence; 13th International Work-Conference on Artificial Neural Networks, IWANN 2015, Palma de Mallorca, Spain, June 10-12, 2015. Proceedings, Part II. Springer 2015 ISBN 978-3-319-19222-2. s. 549-563
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21 Shalaginov, Andrii; Franke, Katrin.
A new method of fuzzy patches construction in Neuro-Fuzzy for malware detection. I: Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology, Eusflat-15. Atlantis Press 2015 ISBN 978-94-62520-77-6. s. 170-177
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22 Shalaginov, Andrii; Franke, Katrin.
Automated generation of fuzzy rules from large-scale network traffic analysis in Digital Forensics Investigations. I: 2015 Seventh International Conference of Soft Computing and Pattern Recognition (SoCPaR 2015). IEEE 2015 ISBN 978-1-4673-9360-7. s. 31-36
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23 Shalaginov, Andrii; Franke, Katrin.
Generation of the human-understandable fuzzy rules from large-scale datasets for Digital Forensics applications using Neuro-Fuzzy. NordSec; 2015-10-19 - 2015-10-21
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24 Shalaginov, Andrii; Franke, Katrin.
Towards Improvement of Multinomial Classification Accuracy of Neuro-Fuzzy for Digital Forensics Applications. I: Hybrid Intelligent Systems - proceedings of 15th International Conference HIS 2015 on Hybrid Intelligent Systems. Springer Publishing Company 2015 ISBN 978-3-319-27220-7. s. 199-210
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2014
25 Bjelland, Petter Christian; Franke, Katrin; Årnes, Andre.
Practical use of Approximate Hash Based Matching in digital investigations. Digital Investigation. The International Journal of Digital Forensics and Incident Response 2014 ;Volum 11.(May) Suppl. 1 s. S18-S26
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26 Dehghantanha, Ali; Franke, Katrin.
Privacy-respecting digital investigation. I: 2014 Twelfth Annual Conference on Privacy, Security and Trust; Ryerson University, Toronto, Canada; July 23-24, 2014. IEEE conference proceedings 2014 ISBN 978-1-4799-3503-1. s. 129-138
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2013
27 Chitrakar, Ambika Shrestha; Franke, Katrin.
Author Identification from Text-based Communications: Identifying generalized features and computational methods. I: Proceeding of Norwegian Information Security Conference / Norsk informasjonssikkerhetskonferanse - NISK 2013 - Stavanger, 18th-20th November 2013. Akademika forlag 2013 ISBN 978-82-321-0366-9. s. 37-48
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28 Franke, Katrin; Hjelmås, Erik; Wolthusen, Stephen.
Advancing Digital Forensics. I: Information Assurance and Security Education and Training. Springer 2013 ISBN 978-3-642-39377-8. s. 288-295
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29 Nguyen, Hai Thanh; Torrano-Gimenez, Carmen; Alvarez, Gonzalo; Franke, Katrin; Petrovic, Slobodan.
Enhancing the effectiveness of Web Application Firewalls by generic feature selection. Logic Journal of the IGPL 2013 ;Volum 21.(4) s. 560-570
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30 Shalaginov, Andrii; Franke, Katrin.
Automatic rule-mining for malware detection employing Neuro-Fuzzy Approach. I: Proceeding of Norwegian Information Security Conference / Norsk informasjonssikkerhetskonferanse - NISK 2013 - Stavanger, 18th-20th November 2013. Akademika forlag 2013 ISBN 978-82-321-0366-9. s. 100-111
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2012
31 Berg, Peter Ekstrand; Franke, Katrin; Nguyen, Hai Thanh.
Generic feature selection measure for botnet malware detection. I: Proceedings of the 12th International Conference on Intelligent Systems Design and Applications (ISDA); 27 - 29 November 2012; Kochi, India. IEEE conference proceedings 2012 ISBN 978-1-4673-5119-5. s. 711-717
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32 Chanda, Sukalpa; Franke, Katrin; Pal, U.
Clustering Document Fragments using Background Color and Texture Information. Proceedings of SPIE, the International Society for Optical Engineering 2012 ;Volum 8297. s. -
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33 Chanda, Sukalpa; Franke, Katrin; Pal, Umapada.
Text Independent Writer Identification for Oriya Script. I: 10th IAPR International Workshop on Document Analysis Systems, DAS 2012. IEEE 2012 ISBN 978-0-7695-4661-2. s. 369-373
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34 Chanda, Sukalpa; Pal, Umapada; Franke, Katrin.
Font identification — In context of an Indic script. I: Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012); November 11-15, 2012; Tsukuba, Japan. IEEE conference proceedings 2012 ISBN 978-4-9906441-0-9. s. 1655-1658
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35 Chanda, Sukalpa; Pal, Umapada; Franke, Katrin.
Similar shaped part-based character recognition using G-SURF. I: Proceedings of the 12th International Conference on Hybrid Intelligent Systems (HIS); 4-7 December 2012; Pune, India. IEEE conference proceedings 2012 ISBN 9781467351164. s. 179-184
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36 Imran, Ali Shariq; Chanda, Sukalpa; Alaya Cheikh, Faouzi; Franke, Katrin; Pal, Umapada.
Cursive Handwritten Segmentation and Recognition for Instructional Videos. I: SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy. IEEE 2012 ISBN 978-1-4673-5152-2. s. 155-160
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37 Nguyen, Hai Thanh; Franke, Katrin.
A General Lp-norm Support Vector Machine via Mixed 0-1 Programming. I: Machine Learning and Data Mining in Pattern Recognition, 8th International Conference; MLDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings. Springer 2012 ISBN 9783642315367. s. 40-49
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38 Nguyen, Hai Thanh; Franke, Katrin.
Adaptive Intrusion Detection System via Online Machine Learning. I: Proceedings of the 12th International Conference on Hybrid Intelligent Systems (HIS); 4-7 December 2012; Pune, India. IEEE conference proceedings 2012 ISBN 9781467351164. s. 271-277
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39 Nguyen, Hai Thanh; Franke, Katrin.
An Unified Framework of Machine Learning via Mixed 0-1 Linear Programming. The Mixed Integer Programming (MIP) workshop; 2012-07-16 - 2012-07-19
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40 Nguyen, Hai Thanh; Franke, Katrin.
Feature Selection for Information Security and Digital Forensics: Methods and Challenges. From Data to Knowledge, Machine-Learning with Real-time and Streaming Applications; 2012-05-07 - 2012-05-11
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41 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
Feature Extraction Methods for Intrusion Detection Systems. I: Threats, Countermeasures, and Advances in Applied Information Security. IGI Global 2012 ISBN 9781466609785. s. 23-52
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42 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
Reliability in A Feature-Selection Process for Intrusion Detection. I: Reliable Knowledge Discovery. Springer 2012 ISBN 978-1-4614-1902-0. s. 203-218
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43 Pal, Srikanta; Chanda, Sukalpa; Pal, Umapada; Franke, Katrin; Blumenstein, Michael.
Off-line signature verification using G-SURF. I: Proceedings of the 12th International Conference on Intelligent Systems Design and Applications (ISDA); 27 - 29 November 2012; Kochi, India. IEEE conference proceedings 2012 ISBN 978-1-4673-5119-5. s. 586-591
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44 Torrano-Gimenez, Carmen; Nguyen, Hai Thanh; Alvarez, Gonzalo; Franke, Katrin.
Combining expert knowledge with automatic feature extraction for reliable web attack detection. Security and Communication Networks 2012
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2011
45 Berg, Peter Ekstrand; Franke, Katrin; Nguyen, Hai Thanh.
Feature Selection for Botnet Malware Detection. 8th Conference on Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA 2011); 2011-07-07 - 2011-07-08
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46 Chanda, Sukalpa; Franke, Katrin; Umapada, Pal.
Identification of Indic Scripts on Torn-Documents. I: ICDAR 2011, Proceedings of the 11th International Conference on Document Analysis and Recognition; 18-21 September 2011, Beijing, China. IEEE 2011 ISBN 978-0-7695-4520-2. s. 713-717
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47 Flaglien, Anders Orsten; Franke, Katrin; Årnes, Andre.
Identifying Malware Using Cross-Evidence Correlation. I: Advances in Digital Forensics VII; 7th IFIP WG 11.9 International Conference on Digital Forensics Orlando, FL, USA, January 31 – February 2, 2011; Revised Selected Papers. Springer 2011 ISBN 978-3-642-24211-3. s. 169-182
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48 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
A General L1-norm Support Vector Machine for Feature Selection. I: Proceedings of 2011 3rd International Conference on Machine Learning and Computing. IEEE Press 2011 ISBN 978-1-4244-9252-7. s. V1-591-V1-595
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49 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
A New Ensemble-Feature-Selection Framework for Intrusion Detection. I: ISDA 2011, Proceedings of the 11th International Conference on Intelligent Systems Design and Applications; 22 – 24 November 2011, Córdoba, Spain. IEEE conference proceedings 2011 ISBN 978-1-4577-1675-1. s. 213-218
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50 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
Feature Selection via Mixed 0-1 Programming Problem. 18th Machine Learning Summer School; 2011-09-04 - 2011-09-17
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