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Showing results 1-50 of 93 << Previous 1 2    Next >>

2021
1 Nordvik, Rune; Stoykova, Radina; Franke, Katrin; Axelsson, Stefan; Toolan, Fergus.
Reliability validation for file system interpretation. Forensic Science International: Digital Investigation 2021 ;Volume 37. p. 1-14
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2 Sandvik, Jens-Petter; Franke, Katrin; Abie, Habtamu; Årnes, Andrè.
Coffee forensics — Reconstructing data in IoT devices running Contiki OS. Forensic Science International: Digital Investigation 2021 ;Volume 37. Suppl. 1 p. -
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3 Sandvik, Jens-Petter; Franke, Katrin; Årnes, Andrè.
Towards a Generic Approach of Quantifying Evidence Volatility in Resource Constrained Devices. I: Digital Forensic Investigation of Internet of Things (IoT) Devices. Springer Netherlands 2021 ISBN 978-3-030-60424-0. p. 21-45
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2020
4 Johnsen, Jan William; Franke, Katrin.
Identifying Proficient Cybercriminals Through Text and Network Analysis. I: 2020 IEEE International Conference on Intelligence and Security Informatics (ISI). IEEE conference proceedings 2020 ISBN 978-1-7281-8800-3. p. -
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5 Nordvik, Rune; Porter, Kyle; Toolan, Fergus; Axelsson, Stefan; Franke, Katrin.
Generic Metadata Time Carving. Forensic Science International: Digital Investigation 2020 ;Volume 33. Suppl. July
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6 Stoykova, Radina Raychova; Franke, Katrin.
Standard Representation for Digital Forensic Processing. I: 2020 13th International Conference on Systematic Approaches to Digital Forensic Engineering (SADFE). IEEE conference proceedings 2020 ISBN 978-1-7281-9459-2. p. 46-56
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2019
7 Johnsen, Jan William; Franke, Katrin.
The impact of preprocessing in natural language for open source intelligence and criminal investigation. TEMP 2017 IEEE International Conference on Big Data (Big Data) 2019 p. 4248-4254
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2018
8 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. p. 5008-5013
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9 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 ;Volume 11.
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10 Johnsen, Jan William; Franke, Katrin.
Digital Forensics Report for Dagens Næringsliv. Norges teknisk-naturvitenskapelige universitet 2018
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11 Johnsen, Jan William; Franke, Katrin.
Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces. Lecture Notes in Computer Science (LNCS) 2018 ;Volume 10862 LNCS. p. 379-386
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12 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. p. 7-45
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13 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
14 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. p. 3648-3656
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15 Franke, Katrin; Årnes, Andrè.
Challenges in Digital Forensics. I: Digital forensics. John Wiley & Sons 2017 ISBN 9781119262381. p. 313-317
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16 Johnsen, Jan William; Franke, Katrin.
Feasibility Study of Social Network Analysis on Loosely Structured Communication Networks. Procedia Computer Science 2017 ;Volume 108. p. 2388-2392
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17 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. p. 296-302
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18 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. p. 533-540
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19 Shalaginov, Andrii; Franke, Katrin.
Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness. Applied Soft Computing 2017 ;Volume 52. p. 359-375
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20 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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21 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. p. 3672-3676
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2016
22 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 ;Volume 2016. p. 19-30
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23 Banin, Sergii; Shalaginov, Andrii; Franke, Katrin.
Memory access patterns for malware detection. Norsk Informasjonssikkerhetskonferanse (NISK) 2016 ;Volume 2016. p. 96-107
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24 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 ;Volume 13.(3-4) p. 195-206
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25 Shalaginov, Andrii; Franke, Katrin.
Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy. International Journal of Hybrid Intelligent Systems 2016 ;Volume 13.(1) p. 15-26
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26 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 ;Volume 10.(4) p. 617-629
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27 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. p. 684-691
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2015
28 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. p. 549-563
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29 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. p. 170-177
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30 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. p. 31-36
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31 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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32 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. p. 199-210
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2014
33 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 ;Volume 11.(May) Suppl. 1 p. S18-S26
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34 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. p. 129-138
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2013
35 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. p. 37-48
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36 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. p. 288-295
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37 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 ;Volume 21.(4) p. 560-570
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38 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. p. 100-111
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2012
39 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. p. 711-717
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40 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 ;Volume 8297. p. -
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41 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. p. 369-373
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42 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. p. 1655-1658
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43 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. p. 179-184
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44 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. p. 155-160
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45 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. p. 40-49
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46 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. p. 271-277
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47 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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48 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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49 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. p. 23-52
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50 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. p. 203-218
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