Katrin Franke
About
Katrin Franke is a professor in computer science within the information security environment at NTNU in Gjøvik. In 2007 she joined the Norwegian Information Security Lab (NISlab) with the mission to establish research and education in digital and computational forensics. In this context she was instrumental in setting up the partnership with the Norwegian police organisations as part of the Center for Cyber and information Security (CCIS). Dr. Franke is now associate director SFI NORCICS and also leading the NTNU Digital Forensics group. Dr. Franke has 25+ years experiences in basic and applied research for financial services & law enforcement agencies (LEAs) working closely with banks and LEAs in Europe, North America and Asia.
Publications
2022
-
Sandvik, Jens-Petter;
Franke, Katrin;
Abie, Habtamu;
Årnes, Andrè.
(2022)
Quantifying data volatility for IoT forensics with examples from Contiki OS.
Forensic Science International: Digital Investigation.
volum 40.
Academic article
-
Stoykova, Radina;
Andersen, Stig;
Franke, Katrin;
Axelsson, Stefan.
(2022)
Reliability assessment of digital forensic investigations in the Norwegian police.
Forensic Science International: Digital Investigation.
volum 40.
Academic article
-
Stoykova, Radina;
Nordvik, Rune;
Ahmed, Munnazzar;
Franke, Katrin;
Axelsson, Stefan;
Toolan, Fergus.
(2022)
Legal and technical questions of file system reverse engineering.
Computer Law and Security Review.
volum 46.
Academic article
2021
-
Nordvik, Rune;
Stoykova, Radina Raychova;
Franke, Katrin;
Axelsson, Stefan;
Toolan, Fergus.
(2021)
Reliability validation for file system interpretation.
Forensic Science International: Digital Investigation.
volum 37.
Academic article
-
Sandvik, Jens-Petter;
Franke, Katrin;
Abie, Habtamu;
Årnes, Andrè.
(2021)
Coffee forensics — Reconstructing data in IoT devices running Contiki OS.
Forensic Science International: Digital Investigation.
volum 37.
Academic article
-
Sandvik, Jens-Petter;
Franke, Katrin;
Årnes, Andrè.
(2021)
Towards a Generic Approach of Quantifying Evidence Volatility in Resource Constrained Devices.
Digital Forensic Investigation of Internet of Things (IoT) Devices.
Academic chapter/article
2020
-
Johnsen, Jan William;
Franke, Katrin.
(2020)
Identifying Proficient Cybercriminals Through Text and Network Analysis.
2020 IEEE International Conference on Intelligence and Security Informatics (ISI).
Academic chapter/article
-
Nordvik, Rune;
Porter, Kyle;
Toolan, Fergus;
Axelsson, Stefan;
Franke, Katrin.
(2020)
Generic Metadata Time Carving.
Forensic Science International: Digital Investigation.
volum 33.
Academic article
-
Stoykova, Radina Raychova;
Franke, Katrin.
(2020)
Standard Representation for Digital Forensic Processing.
2020 13th International Conference on Systematic Approaches to Digital Forensic Engineering (SADFE).
Academic chapter/article
2019
-
Agarwal, Vinti;
Hubballi, Neminath;
Chitrakar, Ambika Shrestha;
Franke, Katrin.
(2019)
Identifying Anomalous HTTP Traffic with Association Rule Mining.
International Symposium on Advanced Networks and Telecommunication Systems (ANTS).
volum 2019-.
Academic article
-
Johnsen, Jan William;
Franke, Katrin.
(2019)
The impact of preprocessing in natural language for open source intelligence and criminal investigation.
TEMP 2017 IEEE International Conference on Big Data (Big Data).
Academic article
2018
-
Conti, Mauro;
Dehghantanha, Ali;
Franke, Katrin;
Watson, Steve.
(2018)
Internet of Things security and forensics: Challenges and opportunities.
Future generations computer systems.
volum 78.
Editorial
-
Deliu, Isuf;
Leichter, Carl Stuart;
Franke, Katrin.
(2018)
Collecting Cyber Threat Intelligence from Hacker Forums via a Two-Stage, Hybrid Process using Support Vector Machines and Latent Dirichlet Allocation.
2018 IEEE International Conference on Big Data (Big Data), Seattle, 10-13 Dec. 2018.
Academic chapter/article
-
Hansen, Joachim;
Porter, Kyle;
Shalaginov, Andrii;
Franke, Katrin.
(2018)
Comparing Open Source Search Engine Functionality, Efficiency and Effectiveness with Respect to Digital Forensic Search.
Norsk Informasjonssikkerhetskonferanse (NISK).
volum 11.
Academic article
-
Johnsen, Jan William;
Franke, Katrin.
(2018)
Digital Forensics Report for Dagens Næringsliv.
Norges teknisk-naturvitenskapelige universitet. 2018.
Report
-
Johnsen, Jan William;
Franke, Katrin.
(2018)
Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces.
Lecture Notes in Computer Science (LNCS).
volum 10862 LNCS.
Academic article
-
Shalaginov, Andrii;
Banin, Sergii;
Dehghantanha, Ali;
Franke, Katrin.
(2018)
Machine Learning Aided Static Malware Analysis: A Survey and Tutorial.
Cyber Threat Intelligence.
Academic chapter/article
2017
-
Deliu, Isuf;
Leichter, Carl Stuart;
Franke, Katrin.
(2017)
Extracting cyber threat intelligence from hacker forums: Support vector machines versus convolutional neural networks.
IEEE Big Data 1st International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention 2017.
Academic chapter/article
-
Franke, Katrin;
Årnes, Andrè.
(2017)
Challenges in Digital Forensics.
Digital forensics.
Chapter
-
Johnsen, Jan William;
Franke, Katrin.
(2017)
Feasibility Study of Social Network Analysis on Loosely Structured Communication Networks.
Procedia Computer Science.
volum 108.
Academic article
-
Lopez-Rojas, Edgar Alonso;
Franke, Katrin.
(2017)
Bootstrapping the Paysim Financial Simulator for Open Source.
THE 29TH EUROPEAN MODELING & SIMULATION SYMPOSIUM (EMSS 2017).
Academic chapter/article
-
Shalaginov, Andrii;
Franke, Katrin.
(2017)
A Deep Neuro-Fuzzy method for multi-label malware classification and fuzzy rules extraction.
2017 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings.
Academic chapter/article
-
Shalaginov, Andrii;
Franke, Katrin.
(2017)
Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness.
Applied Soft Computing.
volum 52.
Academic article
-
Shalaginov, Andrii;
Franke, Katrin;
Johnsen, Jan William.
(2017)
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.
Scientific anthology
-
Shalaginov, Andrii;
Johnsen, Jan William;
Franke, Katrin.
(2017)
Cyber Crime Investigations in the Era of Big Data.
IEEE Big Data 1st International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention 2017.
Academic chapter/article
2016
-
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).
volum 2016.
Academic article
-
Banin, Sergii;
Shalaginov, Andrii;
Franke, Katrin.
(2016)
Memory access patterns for malware detection.
Norsk Informasjonssikkerhetskonferanse (NISK).
volum 2016.
Academic article
-
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.
volum 13 (3-4).
Academic article
-
Shalaginov, Andrii;
Franke, Katrin.
(2016)
Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy.
International Journal of Hybrid Intelligent Systems.
volum 13 (1).
Academic article
-
Shalaginov, Andrii;
Franke, Katrin;
Huang, Xiongwei.
(2016)
Malware Beaconing Detection by Mining Large-scale DNS Logs for Targeted Attack Identification.
International Journal of Social, Behavioral, Educational, Economic, Business and Industrial Engineering.
volum 10 (4).
Academic article
-
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).
Academic chapter/article
2015
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
A New Method for an Optimal SOM Size Determination in Neuro-Fuzzy for the Digital Forensics Applications.
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.
Academic chapter/article
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
A new method of fuzzy patches construction in Neuro-Fuzzy for malware detection.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology, Eusflat-15.
Academic chapter/article
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
Automated generation of fuzzy rules from large-scale network traffic analysis in Digital Forensics Investigations.
2015 Seventh International Conference of Soft Computing and Pattern Recognition (SoCPaR 2015).
Academic chapter/article
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
Towards Improvement of Multinomial Classification Accuracy of Neuro-Fuzzy for Digital Forensics Applications.
Hybrid Intelligent Systems - proceedings of 15th International Conference HIS 2015 on Hybrid Intelligent Systems.
Academic chapter/article
2014
-
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.
volum 11 (May).
Academic article
-
Dehghantanha, Ali;
Franke, Katrin.
(2014)
Privacy-respecting digital investigation.
2014 Twelfth Annual Conference on Privacy, Security and Trust; Ryerson University, Toronto, Canada; July 23-24, 2014.
Academic chapter/article
2013
-
Chitrakar, Ambika Shrestha;
Franke, Katrin.
(2013)
Author Identification from Text-based Communications: Identifying generalized features and computational methods.
Proceeding of Norwegian Information Security Conference / Norsk informasjonssikkerhetskonferanse - NISK 2013 - Stavanger, 18th-20th November 2013.
Academic chapter/article
-
Franke, Katrin;
Hjelmås, Erik;
Wolthusen, Stephen.
(2013)
Advancing Digital Forensics.
Information Assurance and Security Education and Training.
Academic chapter/article
-
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.
volum 21 (4).
Academic article
-
Shalaginov, Andrii;
Franke, Katrin.
(2013)
Automatic rule-mining for malware detection employing Neuro-Fuzzy Approach.
Proceeding of Norwegian Information Security Conference / Norsk informasjonssikkerhetskonferanse - NISK 2013 - Stavanger, 18th-20th November 2013.
Academic chapter/article
2012
-
Berg, Peter Ekstrand;
Franke, Katrin;
Nguyen, Hai Thanh.
(2012)
Generic feature selection measure for botnet malware detection.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications (ISDA); 27 - 29 November 2012; Kochi, India.
Academic chapter/article
-
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.
volum 8297.
Academic article
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada.
(2012)
Text Independent Writer Identification for Oriya Script.
10th IAPR International Workshop on Document Analysis Systems, DAS 2012.
Academic chapter/article
-
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin.
(2012)
Font identification — In context of an Indic script.
Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012); November 11-15, 2012; Tsukuba, Japan.
Academic chapter/article
-
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin.
(2012)
Similar shaped part-based character recognition using G-SURF.
Proceedings of the 12th International Conference on Hybrid Intelligent Systems (HIS); 4-7 December 2012; Pune, India.
Academic chapter/article
-
Imran, Ali Shariq;
Chanda, Sukalpa;
Alaya Cheikh, Faouzi;
Franke, Katrin;
Pal, Umapada.
(2012)
Cursive Handwritten Segmentation and Recognition for Instructional Videos.
SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin.
(2012)
A General Lp-norm Support Vector Machine via Mixed 0-1 Programming.
Machine Learning and Data Mining in Pattern Recognition, 8th International Conference; MLDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin.
(2012)
Adaptive Intrusion Detection System via Online Machine Learning.
Proceedings of the 12th International Conference on Hybrid Intelligent Systems (HIS); 4-7 December 2012; Pune, India.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2012)
Feature Extraction Methods for Intrusion Detection Systems.
Threats, Countermeasures, and Advances in Applied Information Security.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2012)
Reliability in A Feature-Selection Process for Intrusion Detection.
Reliable Knowledge Discovery.
Academic chapter/article
-
Pal, Srikanta;
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin;
Blumenstein, Michael.
(2012)
Off-line signature verification using G-SURF.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications (ISDA); 27 - 29 November 2012; Kochi, India.
Academic chapter/article
-
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.
Academic article
2011
-
Chanda, Sukalpa;
Franke, Katrin;
Umapada, Pal.
(2011)
Identification of Indic Scripts on Torn-Documents.
ICDAR 2011, Proceedings of the 11th International Conference on Document Analysis and Recognition; 18-21 September 2011, Beijing, China.
Academic chapter/article
-
Flaglien, Anders Orsten;
Franke, Katrin;
Årnes, Andre.
(2011)
Identifying Malware Using Cross-Evidence Correlation.
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.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2011)
A General L1-norm Support Vector Machine for Feature Selection.
Proceedings of 2011 3rd International Conference on Machine Learning and Computing.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2011)
A New Ensemble-Feature-Selection Framework for Intrusion Detection.
ISDA 2011, Proceedings of the 11th International Conference on Intelligent Systems Design and Applications; 22 – 24 November 2011, Córdoba, Spain.
Academic chapter/article
-
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.
volum 3 (1).
Academic article
-
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.
volum 1 (3).
Academic article
-
Nguyen, Hai Thanh;
Torrano-Gimenez, Carmen;
Alvarez, Gonzalo;
Petrovic, Slobodan;
Franke, Katrin.
(2011)
Application of the Generic Feature Selection Measure in Detection of Web Attacks.
Computational Intelligence in Security for Information Systems4th International Conference, CISIS 2011, Held at IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011. Proceedings.
Academic chapter/article
-
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).
Scientific anthology
-
Torrano-Gimenez, Carmen;
Nguyen, Hai Thanh;
Alvarez, Gonzalo;
Petrovic, Slobodan;
Franke, Katrin.
(2011)
Applying feature selection to payload-based web application firewalls.
Proceedings of the 3rd International Workshop On Securityand Communication Networks (IWSCN 2011), 18-20 May, 2011, Gjøvik, Norway.
Academic chapter/article
-
Watanabe, Takashi;
Franke, Katrin;
Sako, Hiroshi.
(2011)
Towards large-scale EM-leakage evaluation by means of automated TOE synchronisation.
Proceedings of 10th International Symposium on Electromagnetic Compatibility, EMC 2011; September 26-30, 2011, York, UK.
Academic chapter/article
2010
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada.
(2010)
Document-Zone Classification in Torn Documents.
ICFHR 2010 : 12th International Conference on Frontiers in HandwritingRecognition, ICFHR 2010, Kolkata, India, 16-18 November 2010.
Academic chapter/article
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada.
(2010)
Structural handwritten and machine print classification for sparse content and arbitrary oriented document fragments.
Proceedings of the 2010 ACM Symposium on Applied Computing, Sierre, Switzerland, March 22-26, 2010, (SAC'10).
Academic chapter/article
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada;
Wakabayashi, Tetsushi.
(2010)
Text Independent Writer Identification for Bengali Script.
Proceedings of the 20th International Conference on Pattern Recognition (ICPR) 2010.
Academic chapter/article
-
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin;
Kimura, Fumitaka.
(2010)
Script Identification - A Han and Roman Script Perspective.
Proceedings of the 20th International Conference on Pattern Recognition (ICPR) 2010.
Academic chapter/article
-
Houten, Wiger van;
Geradts, Zeno J. M. H.;
Franke, Katrin;
Veenman, Cor J..
(2010)
Verification of Video Source Camera Competition.
Recognizing Patterns in Signals, Speech, Images and Videos, ICPR 2010.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2010)
Improving effectiveness of intrusion detection by correlation feature selection.
Proceedings of the Fifth International Conference on Avaliability, Reliability and Security: ARES 2010.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2010)
Towards a Generic Feature-Selection Measure for Intrusion Detection.
Proceedings of the 2010 20th International Conference on Pattern Recognition.
Academic chapter/article
-
Nguyen, Hai Thanh;
Petrovic, Slobodan;
Franke, Katrin.
(2010)
A Comparison of Feature-Selection Methods for Intrusion Detection.
Computer Network Security.
Academic chapter/article
2009
-
Blankers, V.L.;
Heuvel, C.E. van den;
Franke, Katrin;
Vuurpijl, L.G..
(2009)
Signature Verification Competition.
ICDAR '09. 10th International Conference on Document Analysis and Recognition, 2009.
Academic chapter/article
-
Chanda, Sukalpa;
Pal, Srikanta;
Franke, Katrin;
Pal, Umapada.
(2009)
Two-stage Approach for Word-wise Script Identification.
ICDAR '09. 10th International Conference on Document Analysis and Recognition, 2009.
Academic chapter/article
-
Franke, Katrin.
(2009)
Analysis of Authentic Signatures and Forgeries.
Computational Forensics.
Academic chapter/article
-
Franke, Katrin.
(2009)
Capturing Reliable Data for Computer-based Forensic Handwriting Analysis II:: Pen-position Activations.
ICDAR '09. 10th International Conference on Document Analysis and Recognition, 2009.
Academic chapter/article
-
Geradts, Zeno J. M. H.;
Franke, Katrin;
Veenman, Cor J..
(2009)
Computational Forensics.
Springer. 2009. ISBN 9783642035203.
Scientific anthology
-
Geradts, Zeno J.M.H.;
Franke, Katrin;
Veenman, Cor J..
(2009)
Computational Forensics.
Springer. 2009. ISBN 9783642035203. Lecture Notes in Computer Science (5718).
Scientific anthology
-
Petrovic, Slobodan;
Franke, Katrin.
(2009)
A New Two-Stage Search Procedure for Misuse Detection.
International Journal of Security and Its Applications.
volum 3 (3).
Academic article
2008
-
Franke, Katrin.
(2008)
Stroke-Morphology Analysis Using Super-Imposed Writing Movements.
Computational forensics: Second international workshop, IWCF 2008, Washington, DC, USA, August 7-8, 2008: Proceedings.
Academic chapter/article
-
Franke, Katrin;
Srihari, Sargur N..
(2008)
Computational Forensics: An Overview.
Computational forensics: Second international workshop, IWCF 2008, Washington, DC, USA, August 7-8, 2008: Proceedings.
Academic chapter/article
-
Köppen, Mario;
Franke, Katrin.
(2008)
A Color Morphology Based on Pareto-Dominace Relation and Hypervolume Measure.
Final programme and proceedings of CGIV 2008: 4th European Conference on Color in Graphics, Imaging, and Vision and 10th International Symposium on Multispectral Color Science: June 9-13, 2008, Terrassa, Barcelona, Universitat Politènica de Catalunya UPC.
Academic chapter/article
-
von Neuforn, Daniela Stokar;
Franke, Katrin.
(2008)
Reading Between the Lines: Human-centered Classification of Communication Patterns and Intentions.
Social computing, behavioral modeling, and prediction.
Academic chapter/article
2007
-
Franke, Katrin.
(2007)
Capturing reliable data for computer-based forensic handwriting analysis.
Prodeecings of the IEEE Three-Rivers Workshop on Soft Computing in Industrial Applications.
Academic chapter/article
-
Franke, Katrin;
Srihari, Sargur N..
(2007)
Computational forensics: Towards hybrid-intelligent crime investigation.
Third International Symposium on Information Assurance and Security.
Academic chapter/article
-
Köppen, Mario;
Franke, Katrin.
(2007)
A generalized approach of color morphology by means of pareto-set theory.
Proceedings from Gjøvik Color Imaging Symbosium.
Other
-
Köppen, Mario;
Franke, Katrin.
(2007)
Pareto-dominated hypervolume measure An alternative approach to color morphology.
Proceedings of the 7th International Conference on Hybrid Intelligent Systems.
Academic chapter/article
-
Petrovic, Slobodan;
Franke, Katrin.
(2007)
A new two-stage search procedure for misuse detection.
Future Generation Communication and Networking.
Academic chapter/article
-
Petrovic, Slobodan;
Franke, Katrin.
(2007)
Improving the efficiency of digital forensic search by means of the constrained edit distance.
Proceedings of the Third International Symposium on Information Assurance and Security.
Academic chapter/article
Scientific articles
-
Sandvik, Jens-Petter;
Franke, Katrin;
Abie, Habtamu;
Årnes, Andrè.
(2022)
Quantifying data volatility for IoT forensics with examples from Contiki OS.
Forensic Science International: Digital Investigation.
volum 40.
Academic article
-
Stoykova, Radina;
Andersen, Stig;
Franke, Katrin;
Axelsson, Stefan.
(2022)
Reliability assessment of digital forensic investigations in the Norwegian police.
Forensic Science International: Digital Investigation.
volum 40.
Academic article
-
Stoykova, Radina;
Nordvik, Rune;
Ahmed, Munnazzar;
Franke, Katrin;
Axelsson, Stefan;
Toolan, Fergus.
(2022)
Legal and technical questions of file system reverse engineering.
Computer Law and Security Review.
volum 46.
Academic article
-
Nordvik, Rune;
Stoykova, Radina Raychova;
Franke, Katrin;
Axelsson, Stefan;
Toolan, Fergus.
(2021)
Reliability validation for file system interpretation.
Forensic Science International: Digital Investigation.
volum 37.
Academic article
-
Sandvik, Jens-Petter;
Franke, Katrin;
Abie, Habtamu;
Årnes, Andrè.
(2021)
Coffee forensics — Reconstructing data in IoT devices running Contiki OS.
Forensic Science International: Digital Investigation.
volum 37.
Academic article
-
Nordvik, Rune;
Porter, Kyle;
Toolan, Fergus;
Axelsson, Stefan;
Franke, Katrin.
(2020)
Generic Metadata Time Carving.
Forensic Science International: Digital Investigation.
volum 33.
Academic article
-
Agarwal, Vinti;
Hubballi, Neminath;
Chitrakar, Ambika Shrestha;
Franke, Katrin.
(2019)
Identifying Anomalous HTTP Traffic with Association Rule Mining.
International Symposium on Advanced Networks and Telecommunication Systems (ANTS).
volum 2019-.
Academic article
-
Johnsen, Jan William;
Franke, Katrin.
(2019)
The impact of preprocessing in natural language for open source intelligence and criminal investigation.
TEMP 2017 IEEE International Conference on Big Data (Big Data).
Academic article
-
Hansen, Joachim;
Porter, Kyle;
Shalaginov, Andrii;
Franke, Katrin.
(2018)
Comparing Open Source Search Engine Functionality, Efficiency and Effectiveness with Respect to Digital Forensic Search.
Norsk Informasjonssikkerhetskonferanse (NISK).
volum 11.
Academic article
-
Johnsen, Jan William;
Franke, Katrin.
(2018)
Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces.
Lecture Notes in Computer Science (LNCS).
volum 10862 LNCS.
Academic article
-
Johnsen, Jan William;
Franke, Katrin.
(2017)
Feasibility Study of Social Network Analysis on Loosely Structured Communication Networks.
Procedia Computer Science.
volum 108.
Academic article
-
Shalaginov, Andrii;
Franke, Katrin.
(2017)
Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness.
Applied Soft Computing.
volum 52.
Academic article
-
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).
volum 2016.
Academic article
-
Banin, Sergii;
Shalaginov, Andrii;
Franke, Katrin.
(2016)
Memory access patterns for malware detection.
Norsk Informasjonssikkerhetskonferanse (NISK).
volum 2016.
Academic article
-
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.
volum 13 (3-4).
Academic article
-
Shalaginov, Andrii;
Franke, Katrin.
(2016)
Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy.
International Journal of Hybrid Intelligent Systems.
volum 13 (1).
Academic article
-
Shalaginov, Andrii;
Franke, Katrin;
Huang, Xiongwei.
(2016)
Malware Beaconing Detection by Mining Large-scale DNS Logs for Targeted Attack Identification.
International Journal of Social, Behavioral, Educational, Economic, Business and Industrial Engineering.
volum 10 (4).
Academic article
-
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.
volum 11 (May).
Academic article
-
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.
volum 21 (4).
Academic article
-
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.
volum 8297.
Academic article
-
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.
Academic article
-
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.
volum 3 (1).
Academic article
-
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.
volum 1 (3).
Academic article
-
Petrovic, Slobodan;
Franke, Katrin.
(2009)
A New Two-Stage Search Procedure for Misuse Detection.
International Journal of Security and Its Applications.
volum 3 (3).
Academic article
Journal publications
-
Conti, Mauro;
Dehghantanha, Ali;
Franke, Katrin;
Watson, Steve.
(2018)
Internet of Things security and forensics: Challenges and opportunities.
Future generations computer systems.
volum 78.
Editorial
Books
-
Shalaginov, Andrii;
Franke, Katrin;
Johnsen, Jan William.
(2017)
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.
Scientific anthology
-
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).
Scientific anthology
-
Geradts, Zeno J. M. H.;
Franke, Katrin;
Veenman, Cor J..
(2009)
Computational Forensics.
Springer. 2009. ISBN 9783642035203.
Scientific anthology
-
Geradts, Zeno J.M.H.;
Franke, Katrin;
Veenman, Cor J..
(2009)
Computational Forensics.
Springer. 2009. ISBN 9783642035203. Lecture Notes in Computer Science (5718).
Scientific anthology
Part of book/report
-
Sandvik, Jens-Petter;
Franke, Katrin;
Årnes, Andrè.
(2021)
Towards a Generic Approach of Quantifying Evidence Volatility in Resource Constrained Devices.
Digital Forensic Investigation of Internet of Things (IoT) Devices.
Academic chapter/article
-
Johnsen, Jan William;
Franke, Katrin.
(2020)
Identifying Proficient Cybercriminals Through Text and Network Analysis.
2020 IEEE International Conference on Intelligence and Security Informatics (ISI).
Academic chapter/article
-
Stoykova, Radina Raychova;
Franke, Katrin.
(2020)
Standard Representation for Digital Forensic Processing.
2020 13th International Conference on Systematic Approaches to Digital Forensic Engineering (SADFE).
Academic chapter/article
-
Deliu, Isuf;
Leichter, Carl Stuart;
Franke, Katrin.
(2018)
Collecting Cyber Threat Intelligence from Hacker Forums via a Two-Stage, Hybrid Process using Support Vector Machines and Latent Dirichlet Allocation.
2018 IEEE International Conference on Big Data (Big Data), Seattle, 10-13 Dec. 2018.
Academic chapter/article
-
Shalaginov, Andrii;
Banin, Sergii;
Dehghantanha, Ali;
Franke, Katrin.
(2018)
Machine Learning Aided Static Malware Analysis: A Survey and Tutorial.
Cyber Threat Intelligence.
Academic chapter/article
-
Deliu, Isuf;
Leichter, Carl Stuart;
Franke, Katrin.
(2017)
Extracting cyber threat intelligence from hacker forums: Support vector machines versus convolutional neural networks.
IEEE Big Data 1st International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention 2017.
Academic chapter/article
-
Franke, Katrin;
Årnes, Andrè.
(2017)
Challenges in Digital Forensics.
Digital forensics.
Chapter
-
Lopez-Rojas, Edgar Alonso;
Franke, Katrin.
(2017)
Bootstrapping the Paysim Financial Simulator for Open Source.
THE 29TH EUROPEAN MODELING & SIMULATION SYMPOSIUM (EMSS 2017).
Academic chapter/article
-
Shalaginov, Andrii;
Franke, Katrin.
(2017)
A Deep Neuro-Fuzzy method for multi-label malware classification and fuzzy rules extraction.
2017 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings.
Academic chapter/article
-
Shalaginov, Andrii;
Johnsen, Jan William;
Franke, Katrin.
(2017)
Cyber Crime Investigations in the Era of Big Data.
IEEE Big Data 1st International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention 2017.
Academic chapter/article
-
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).
Academic chapter/article
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
A New Method for an Optimal SOM Size Determination in Neuro-Fuzzy for the Digital Forensics Applications.
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.
Academic chapter/article
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
A new method of fuzzy patches construction in Neuro-Fuzzy for malware detection.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology, Eusflat-15.
Academic chapter/article
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
Automated generation of fuzzy rules from large-scale network traffic analysis in Digital Forensics Investigations.
2015 Seventh International Conference of Soft Computing and Pattern Recognition (SoCPaR 2015).
Academic chapter/article
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
Towards Improvement of Multinomial Classification Accuracy of Neuro-Fuzzy for Digital Forensics Applications.
Hybrid Intelligent Systems - proceedings of 15th International Conference HIS 2015 on Hybrid Intelligent Systems.
Academic chapter/article
-
Dehghantanha, Ali;
Franke, Katrin.
(2014)
Privacy-respecting digital investigation.
2014 Twelfth Annual Conference on Privacy, Security and Trust; Ryerson University, Toronto, Canada; July 23-24, 2014.
Academic chapter/article
-
Chitrakar, Ambika Shrestha;
Franke, Katrin.
(2013)
Author Identification from Text-based Communications: Identifying generalized features and computational methods.
Proceeding of Norwegian Information Security Conference / Norsk informasjonssikkerhetskonferanse - NISK 2013 - Stavanger, 18th-20th November 2013.
Academic chapter/article
-
Franke, Katrin;
Hjelmås, Erik;
Wolthusen, Stephen.
(2013)
Advancing Digital Forensics.
Information Assurance and Security Education and Training.
Academic chapter/article
-
Shalaginov, Andrii;
Franke, Katrin.
(2013)
Automatic rule-mining for malware detection employing Neuro-Fuzzy Approach.
Proceeding of Norwegian Information Security Conference / Norsk informasjonssikkerhetskonferanse - NISK 2013 - Stavanger, 18th-20th November 2013.
Academic chapter/article
-
Berg, Peter Ekstrand;
Franke, Katrin;
Nguyen, Hai Thanh.
(2012)
Generic feature selection measure for botnet malware detection.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications (ISDA); 27 - 29 November 2012; Kochi, India.
Academic chapter/article
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada.
(2012)
Text Independent Writer Identification for Oriya Script.
10th IAPR International Workshop on Document Analysis Systems, DAS 2012.
Academic chapter/article
-
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin.
(2012)
Font identification — In context of an Indic script.
Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012); November 11-15, 2012; Tsukuba, Japan.
Academic chapter/article
-
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin.
(2012)
Similar shaped part-based character recognition using G-SURF.
Proceedings of the 12th International Conference on Hybrid Intelligent Systems (HIS); 4-7 December 2012; Pune, India.
Academic chapter/article
-
Imran, Ali Shariq;
Chanda, Sukalpa;
Alaya Cheikh, Faouzi;
Franke, Katrin;
Pal, Umapada.
(2012)
Cursive Handwritten Segmentation and Recognition for Instructional Videos.
SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin.
(2012)
A General Lp-norm Support Vector Machine via Mixed 0-1 Programming.
Machine Learning and Data Mining in Pattern Recognition, 8th International Conference; MLDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin.
(2012)
Adaptive Intrusion Detection System via Online Machine Learning.
Proceedings of the 12th International Conference on Hybrid Intelligent Systems (HIS); 4-7 December 2012; Pune, India.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2012)
Feature Extraction Methods for Intrusion Detection Systems.
Threats, Countermeasures, and Advances in Applied Information Security.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2012)
Reliability in A Feature-Selection Process for Intrusion Detection.
Reliable Knowledge Discovery.
Academic chapter/article
-
Pal, Srikanta;
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin;
Blumenstein, Michael.
(2012)
Off-line signature verification using G-SURF.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications (ISDA); 27 - 29 November 2012; Kochi, India.
Academic chapter/article
-
Chanda, Sukalpa;
Franke, Katrin;
Umapada, Pal.
(2011)
Identification of Indic Scripts on Torn-Documents.
ICDAR 2011, Proceedings of the 11th International Conference on Document Analysis and Recognition; 18-21 September 2011, Beijing, China.
Academic chapter/article
-
Flaglien, Anders Orsten;
Franke, Katrin;
Årnes, Andre.
(2011)
Identifying Malware Using Cross-Evidence Correlation.
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.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2011)
A General L1-norm Support Vector Machine for Feature Selection.
Proceedings of 2011 3rd International Conference on Machine Learning and Computing.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2011)
A New Ensemble-Feature-Selection Framework for Intrusion Detection.
ISDA 2011, Proceedings of the 11th International Conference on Intelligent Systems Design and Applications; 22 – 24 November 2011, Córdoba, Spain.
Academic chapter/article
-
Nguyen, Hai Thanh;
Torrano-Gimenez, Carmen;
Alvarez, Gonzalo;
Petrovic, Slobodan;
Franke, Katrin.
(2011)
Application of the Generic Feature Selection Measure in Detection of Web Attacks.
Computational Intelligence in Security for Information Systems4th International Conference, CISIS 2011, Held at IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011. Proceedings.
Academic chapter/article
-
Torrano-Gimenez, Carmen;
Nguyen, Hai Thanh;
Alvarez, Gonzalo;
Petrovic, Slobodan;
Franke, Katrin.
(2011)
Applying feature selection to payload-based web application firewalls.
Proceedings of the 3rd International Workshop On Securityand Communication Networks (IWSCN 2011), 18-20 May, 2011, Gjøvik, Norway.
Academic chapter/article
-
Watanabe, Takashi;
Franke, Katrin;
Sako, Hiroshi.
(2011)
Towards large-scale EM-leakage evaluation by means of automated TOE synchronisation.
Proceedings of 10th International Symposium on Electromagnetic Compatibility, EMC 2011; September 26-30, 2011, York, UK.
Academic chapter/article
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada.
(2010)
Document-Zone Classification in Torn Documents.
ICFHR 2010 : 12th International Conference on Frontiers in HandwritingRecognition, ICFHR 2010, Kolkata, India, 16-18 November 2010.
Academic chapter/article
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada.
(2010)
Structural handwritten and machine print classification for sparse content and arbitrary oriented document fragments.
Proceedings of the 2010 ACM Symposium on Applied Computing, Sierre, Switzerland, March 22-26, 2010, (SAC'10).
Academic chapter/article
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada;
Wakabayashi, Tetsushi.
(2010)
Text Independent Writer Identification for Bengali Script.
Proceedings of the 20th International Conference on Pattern Recognition (ICPR) 2010.
Academic chapter/article
-
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin;
Kimura, Fumitaka.
(2010)
Script Identification - A Han and Roman Script Perspective.
Proceedings of the 20th International Conference on Pattern Recognition (ICPR) 2010.
Academic chapter/article
-
Houten, Wiger van;
Geradts, Zeno J. M. H.;
Franke, Katrin;
Veenman, Cor J..
(2010)
Verification of Video Source Camera Competition.
Recognizing Patterns in Signals, Speech, Images and Videos, ICPR 2010.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2010)
Improving effectiveness of intrusion detection by correlation feature selection.
Proceedings of the Fifth International Conference on Avaliability, Reliability and Security: ARES 2010.
Academic chapter/article
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2010)
Towards a Generic Feature-Selection Measure for Intrusion Detection.
Proceedings of the 2010 20th International Conference on Pattern Recognition.
Academic chapter/article
-
Nguyen, Hai Thanh;
Petrovic, Slobodan;
Franke, Katrin.
(2010)
A Comparison of Feature-Selection Methods for Intrusion Detection.
Computer Network Security.
Academic chapter/article
-
Blankers, V.L.;
Heuvel, C.E. van den;
Franke, Katrin;
Vuurpijl, L.G..
(2009)
Signature Verification Competition.
ICDAR '09. 10th International Conference on Document Analysis and Recognition, 2009.
Academic chapter/article
-
Chanda, Sukalpa;
Pal, Srikanta;
Franke, Katrin;
Pal, Umapada.
(2009)
Two-stage Approach for Word-wise Script Identification.
ICDAR '09. 10th International Conference on Document Analysis and Recognition, 2009.
Academic chapter/article
-
Franke, Katrin.
(2009)
Analysis of Authentic Signatures and Forgeries.
Computational Forensics.
Academic chapter/article
-
Franke, Katrin.
(2009)
Capturing Reliable Data for Computer-based Forensic Handwriting Analysis II:: Pen-position Activations.
ICDAR '09. 10th International Conference on Document Analysis and Recognition, 2009.
Academic chapter/article
-
Franke, Katrin.
(2008)
Stroke-Morphology Analysis Using Super-Imposed Writing Movements.
Computational forensics: Second international workshop, IWCF 2008, Washington, DC, USA, August 7-8, 2008: Proceedings.
Academic chapter/article
-
Franke, Katrin;
Srihari, Sargur N..
(2008)
Computational Forensics: An Overview.
Computational forensics: Second international workshop, IWCF 2008, Washington, DC, USA, August 7-8, 2008: Proceedings.
Academic chapter/article
-
Köppen, Mario;
Franke, Katrin.
(2008)
A Color Morphology Based on Pareto-Dominace Relation and Hypervolume Measure.
Final programme and proceedings of CGIV 2008: 4th European Conference on Color in Graphics, Imaging, and Vision and 10th International Symposium on Multispectral Color Science: June 9-13, 2008, Terrassa, Barcelona, Universitat Politènica de Catalunya UPC.
Academic chapter/article
-
von Neuforn, Daniela Stokar;
Franke, Katrin.
(2008)
Reading Between the Lines: Human-centered Classification of Communication Patterns and Intentions.
Social computing, behavioral modeling, and prediction.
Academic chapter/article
-
Franke, Katrin.
(2007)
Capturing reliable data for computer-based forensic handwriting analysis.
Prodeecings of the IEEE Three-Rivers Workshop on Soft Computing in Industrial Applications.
Academic chapter/article
-
Franke, Katrin;
Srihari, Sargur N..
(2007)
Computational forensics: Towards hybrid-intelligent crime investigation.
Third International Symposium on Information Assurance and Security.
Academic chapter/article
-
Köppen, Mario;
Franke, Katrin.
(2007)
A generalized approach of color morphology by means of pareto-set theory.
Proceedings from Gjøvik Color Imaging Symbosium.
Other
-
Köppen, Mario;
Franke, Katrin.
(2007)
Pareto-dominated hypervolume measure An alternative approach to color morphology.
Proceedings of the 7th International Conference on Hybrid Intelligent Systems.
Academic chapter/article
-
Petrovic, Slobodan;
Franke, Katrin.
(2007)
A new two-stage search procedure for misuse detection.
Future Generation Communication and Networking.
Academic chapter/article
-
Petrovic, Slobodan;
Franke, Katrin.
(2007)
Improving the efficiency of digital forensic search by means of the constrained edit distance.
Proceedings of the Third International Symposium on Information Assurance and Security.
Academic chapter/article
Report
-
Johnsen, Jan William;
Franke, Katrin.
(2018)
Digital Forensics Report for Dagens Næringsliv.
Norges teknisk-naturvitenskapelige universitet. 2018.
Report
Teaching
Courses
Media
2018
-
Academic lectureShalaginov, Andrii; Franke, Katrin; Johnsen, Jan William. (2018) The 2nd International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention 2018. IEEE International Conference on Big Data 2018 . IEEE; Seattle, WA, USA. 2018-12-10 - 2018-12-13.
2015
-
PosterShalaginov, Andrii; Franke, Katrin. (2015) Generation of the human-understandable fuzzy rules from large-scale datasets for Digital Forensics applications using Neuro-Fuzzy. NordSec . KTH Royal Institute of Technology; Stockholm. 2015-10-19 - 2015-10-21.
2012
-
Academic lectureNguyen, Hai Thanh; Franke, Katrin. (2012) An Unified Framework of Machine Learning via Mixed 0-1 Linear Programming. The Mixed Integer Programming (MIP) workshop ; University of California, Davis. 2012-07-16 - 2012-07-19.
-
Academic lectureNguyen, Hai Thanh; Franke, Katrin. (2012) Feature Selection for Information Security and Digital Forensics: Methods and Challenges. From Data to Knowledge, Machine-Learning with Real-time and Streaming Applications ; University of California, Berkeley. 2012-05-07 - 2012-05-11.
2011
-
Academic lectureBerg, Peter Ekstrand; Franke, Katrin; Nguyen, Hai Thanh. (2011) Feature Selection for Botnet Malware Detection. 8th Conference on Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA 2011) ; Amsterdam. 2011-07-07 - 2011-07-08.
-
Academic lectureNguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) Feature Selection via Mixed 0-1 Programming Problem. 18th Machine Learning Summer School . INRIA and PASCAL; Bordeaux. 2011-09-04 - 2011-09-17.
2009
-
Academic lectureFranke, Katrin. (2009) Computational Forensics: Application and Challenges in the Computer-based Analysis of Signatures. 14th Biennial Conference of the International Graphonomics Society ; Université de Bourgogne, Dijon, France.. 2009-08-13 - 2009-08-16.
-
PosterNguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2009) Optimizing a Class of Feature Selection Measures. NIPS 2009 Workshop on Discrete Optimization in Machine Learning: Submodularity, Sparsity & Polyhedra (DISCML) ; Vancouver, Canada. 2009-12-07 - 2009-12-12.
2007
-
Academic lectureFranke, Katrin. (2007) Dynamic, online signature analysis Trends and challenges for forensic investigation services. 7th International Congress of the Gesellschaft für Forensischen Schriftenuntersuchung ; Salzburg, Austria. 2007-06-06 - 2007-06-09.
-
Academic lectureFranke, Katrin; van den Heuvel, Elisa. (2007) Computational forensics: Techniques, applications and challenges in the computed-based analysis of questioned documents. The 9th International Conference on Document Analysis and Recognition ; Curitiba, State of Parana, Brazil. 2007-09-23 - 2007-09-26.