Katrin Franke

Professor i Informatikk Institutt for informasjonssikkerhet og kommunikasjonsteknologi Fakultet for informasjonsteknologi og elektroteknikk

katrin.franke@ntnu.no 61135254

Bygg A, 119, Gjøvik, Teknologivegen 22

Katrin Franke er professor i computer science ved informasjonssikkerhetsmiljøet på NTNU i Gjøvik. I 2007 ble hun en del av Norwegian Information Security Lab (NISlab) med oppdrag å etablere forskning og utdanning i "digital og computational forensics". I denne sammenheng deltok hun i å sette opp samarbeidet med det norske politiet som en del av Center for Cyber and information Security (CCIS). Dr. Franke koordinerer nå NTNU Digital Forensics-gruppen. Dr. Franke har 20+ års erfaring i industriell forskning og utvikling for finansielle tjenester og politietater (Law Enforcement Agencies - LEAs) og hun samarbeider tett med banker og LEAs i Europa, Nord -Amerika og Asia.

Vitenskapelig, faglig og kunstnerisk arbeid

Et utvalg av nyere tidsskriftspublikasjoner, kunstneriske produksjoner, bok, inklusiv bokdeler og rapport-del. Se alle publikasjoner i databasen

Tidsskriftspublikasjoner

Johnsen, Jan William; Franke, Katrin. (2017) Feasibility Study of Social Network Analysis on Loosely Structured Communication Networks. Procedia Computer Science. vol. 108.
Shalaginov, Andrii; Franke, Katrin. (2017) Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness. Applied Soft Computing. vol. 52.
Andersen, Lars Christian; Franke, Katrin; Shalaginov, Andrii. (2016) Data-driven Approach to Information Sharing using Data Fusion and Machine Learning for Intrusion Detection. Norsk Informasjonssikkerhetskonferanse (NISK). vol. 2016.
Banin, Sergii; Shalaginov, Andrii; Franke, Katrin. (2016) Memory access patterns for malware detection. Norsk Informasjonssikkerhetskonferanse (NISK). vol. 2016.
Shalaginov, Andrii; Franke, Katrin. (2016) Intelligent generation of fuzzy rules for network firewalls based on the analysis of large-scale network traffic dumps. International Journal of Hybrid Intelligent Systems. vol. 13 (3-4).
Shalaginov, Andrii; Franke, Katrin. (2016) Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy. International Journal of Hybrid Intelligent Systems. vol. 13 (1).
Shalaginov, Andrii; Franke, Katrin; Huang, Xiongwei. (2016) Malware Beaconing Detection by Mining Large-scale DNS Logs for Targeted Attack Identification. World Academy of Science, Engineering and Technology: An International Journal of Science, Engineering and Technology. vol. 10 (4).
Bjelland, Petter Christian; Franke, Katrin; Årnes, Andre. (2014) Practical use of Approximate Hash Based Matching in digital investigations. Digital Investigation. The International Journal of Digital Forensics and Incident Response. vol. 11 (May).
Nguyen, Hai Thanh; Torrano-Gimenez, Carmen; Alvarez, Gonzalo; Franke, Katrin; Petrovic, Slobodan. (2013) Enhancing the effectiveness of Web Application Firewalls by generic feature selection. Logic journal of the IGPL (Print). vol. 21 (4).
Chanda, Sukalpa; Franke, Katrin; Pal, U. (2012) Clustering Document Fragments using Background Color and Texture Information. Proceedings of SPIE, the International Society for Optical Engineering. vol. 8297.
Torrano-Gimenez, Carmen; Nguyen, Hai Thanh; Alvarez, Gonzalo; Franke, Katrin. (2012) Combining expert knowledge with automatic feature extraction for reliable web attack detection. Security and Communication Networks.
Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) Improving Effectiveness of Intrusion Detection by Correlation Feature Selection. International Journal on Mobile Computing and Multimedia Communications. vol. 3 (1).
Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) On General Definition of L1-norm Support Vector Machines for Feature Selection. International Journal of Machine Learning and Computing. vol. 1 (3).
Petrovic, Slobodan; Franke, Katrin. (2009) A New Two-Stage Search Procedure for Misuse Detection. International Journal of Security and Its Applications. vol. 3 (3).

Bøker

Sako, Hiroshi; Franke, Katrin; Saitoh, Shuji. (2011) Computational Forensics; 4th International Workshop, IWCF 2010, Tokyo, Japan, November 11-12, 2010, Revised Selected Papers. Springer. 2011. ISBN 978-3-642-19375-0. Lecture Notes in Computer Science (6540).
Geradts, Zeno J. M. H.; Franke, Katrin; Veenman, Cor J.. (2009) Computational Forensics. Springer. 2009. ISBN 9783642035203.
Geradts, Zeno J.M.H.; Franke, Katrin; Veenman, Cor J.. (2009) Computational Forensics. Springer. 2009. ISBN 9783642035203. Lecture Notes in Computer Science (5718).

Del av bok/rapport

Franke, Katrin; Årnes, Andrè. (2017) Challenges in Digital Forensics. Digital forensics.
Lopez-Rojas, Edgar Alonso; Franke, Katrin. (2017) Bootstrapping the Paysim Financial Simulator for Open Source. THE 29TH EUROPEAN MODELING & SIMULATION SYMPOSIUM (EMSS 2017).
Shalaginov, Andrii; Grini, Lars Strande; Franke, Katrin. (2016) Understanding Neuro-Fuzzy on a Class of Multinomial Malware Detection Problems. IEEE International Joint Conference on Neural Networks (IJCNN).

Lenker