Katrin Franke
Om
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 er nå assosiert direktør SFI NORCICS og koordinerer NTNU Digital Forensics-gruppen. Dr. Franke har 25+ 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.
Publikasjoner
2023
-
Banin, Sergii;
Dyrkolbotn, Geir Olav;
Franke, Katrin.
(2023)
Malware detection and classification using low-level features.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandlinger ved NTNU (11)
Doktorgradsavhandling
-
Sharma, Arvind;
Dyrkolbotn, Geir Olav;
Øverlier, Lasse;
Waltoft-Olsen, Andrè Jung;
Franke, Katrin;
Katsikas, Sokratis.
(2023)
A State-of-the-Art Reverse Engineering Approach for Combating Hardware Security Vulnerabilities at the System and PCB Level in IoT Devices. IEEE-Physical Assurance and Inspection of Electronics (PAINE-2022),USA.
IEEE Xplore Digital Library
Populærvitenskapelig artikkel
-
Sandvik, Jens-Petter ;
Franke, Katrin;
Abie, Habtamu;
Årnes, Andre.
(2023)
Evidence in the fog – Triage in fog computing systems.
Forensic Science International: Digital Investigation
Vitenskapelig artikkel
-
Stoykova, Radina ;
Franke, Katrin.
(2023)
Reliability validation enabling framework (RVEF) for digital forensics in criminal investigations.
Forensic Science International: Digital Investigation
Vitenskapelig artikkel
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
Stoykova, Radina ;
Andersen, Stig;
Franke, Katrin;
Axelsson, Stefan.
(2022)
Reliability assessment of digital forensic investigations in the Norwegian police.
Forensic Science International: Digital Investigation
Vitenskapelig artikkel
-
Johnsen, Jan William;
Franke, Katrin.
(2022)
Interdisciplinary approach to criminal network analysis: Opportunities and challenges.
NTNU
Doktorgradsavhandling
2021
-
Nordvik, Rune;
Stoykova, Radina Raychova;
Franke, Katrin;
Axelsson, Stefan;
Toolan, Fergus.
(2021)
Reliability validation for file system interpretation.
Forensic Science International: Digital Investigation
Vitenskapelig artikkel
-
Sandvik, Jens-Petter ;
Franke, Katrin;
Årnes, Andrè.
(2021)
Towards a Generic Approach of Quantifying Evidence Volatility in Resource Constrained Devices.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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
Vitenskapelig artikkel
2020
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Nordvik, Rune;
Porter, Kyle;
Toolan, Fergus;
Axelsson, Stefan;
Franke, Katrin.
(2020)
Generic Metadata Time Carving.
Forensic Science International: Digital Investigation
Vitenskapelig artikkel
-
Johnsen, Jan William;
Franke, Katrin.
(2020)
Identifying Proficient Cybercriminals Through Text and Network Analysis.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Stoykova, Radina Raychova;
Franke, Katrin.
(2020)
Standard Representation for Digital Forensic Processing.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2019
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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)
Vitenskapelig artikkel
-
Johnsen, Jan William;
Franke, Katrin.
(2019)
The impact of preprocessing in natural language for open source intelligence and criminal investigation.
IEEE International Conference on Big Data (Big Data)
Vitenskapelig artikkel
2018
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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.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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)
Vitenskapelig artikkel
-
Johnsen, Jan William;
Franke, Katrin.
(2018)
Digital Forensics Report for Dagens Næringsliv.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Rapport
-
Conti, Mauro;
Dehghantanha, Ali;
Franke, Katrin;
Watson, Steve.
(2018)
Internet of Things security and forensics: Challenges and opportunities.
Future generations computer systems
Leder
-
Johnsen, Jan William;
Franke, Katrin.
(2018)
Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces.
Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel
-
Shalaginov, Andrii;
Banin, Sergii;
Dehghantanha, Ali;
Franke, Katrin.
(2018)
Machine Learning Aided Static Malware Analysis: A Survey and Tutorial.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2017
-
Shalaginov, Andrii;
Franke, Katrin.
(2017)
Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness.
Applied Soft Computing
Vitenskapelig artikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2017)
A Deep Neuro-Fuzzy method for multi-label malware classification and fuzzy rules extraction.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Franke, Katrin;
Årnes, Andrè.
(2017)
Challenges in Digital Forensics.
John Wiley & Sons
Faglig kapittel
-
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 (Institute of Electrical and Electronics Engineers)
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig antologi/Konferanseserie
-
Lopez-Rojas, Edgar Alonso;
Franke, Katrin.
(2017)
Bootstrapping the Paysim Financial Simulator for Open Source.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Johnsen, Jan William;
Franke, Katrin.
(2017)
Feasibility Study of Social Network Analysis on Loosely Structured Communication Networks.
Procedia Computer Science
Vitenskapelig artikkel
-
Deliu, Isuf;
Leichter, Carl Stuart;
Franke, Katrin.
(2017)
Extracting cyber threat intelligence from hacker forums: Support vector machines versus convolutional neural networks.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Johnsen, Jan William;
Franke, Katrin.
(2017)
Cyber crime investigations in the era of big data.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
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)
Vitenskapelig artikkel
-
Banin, Sergii;
Shalaginov, Andrii;
Franke, Katrin.
(2016)
Memory access patterns for malware detection.
Norsk Informasjonssikkerhetskonferanse (NISK)
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2016)
Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy.
International Journal of Hybrid Intelligent Systems
Vitenskapelig artikkel
-
Shalaginov, Andrii;
Grini, Lars Strande;
Franke, Katrin.
(2016)
Understanding Neuro-Fuzzy on a Class of Multinomial Malware Detection Problems.
Research Publishing Services
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2015
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Shalaginov, Andrii;
Franke, Katrin.
(2015)
A new method of fuzzy patches construction in Neuro-Fuzzy for malware detection.
Atlantis Press
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
Automated generation of fuzzy rules from large-scale network traffic analysis in Digital Forensics Investigations.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
Towards Improvement of Multinomial Classification Accuracy of Neuro-Fuzzy for Digital Forensics Applications.
Springer Publishing Company
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
A New Method for an Optimal SOM Size Determination in Neuro-Fuzzy for the Digital Forensics Applications.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2014
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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
Vitenskapelig artikkel
-
Dehghantanha, Ali;
Franke, Katrin.
(2014)
Privacy-respecting digital investigation.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2013
-
Shalaginov, Andrii;
Franke, Katrin.
(2013)
Automatic rule-mining for malware detection employing Neuro-Fuzzy Approach.
Akademika forlag
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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
Vitenskapelig artikkel
-
Chitrakar, Ambika Shrestha;
Franke, Katrin.
(2013)
Author Identification from Text-based Communications: Identifying generalized features and computational methods.
Akademika forlag
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Franke, Katrin;
Hjelmås, Erik;
Wolthusen, Stephen.
(2013)
Advancing Digital Forensics.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2012
-
Imran, Ali Shariq;
Chanda, Sukalpa;
Alaya Cheikh, Faouzi;
Franke, Katrin;
Pal, Umapada.
(2012)
Cursive Handwritten Segmentation and Recognition for Instructional Videos.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada.
(2012)
Text Independent Writer Identification for Oriya Script.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin.
(2012)
A General Lp-norm Support Vector Machine via Mixed 0-1 Programming.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2012)
Reliability in A Feature-Selection Process for Intrusion Detection.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2012)
Feature Extraction Methods for Intrusion Detection Systems.
IGI Global
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin.
(2012)
Adaptive Intrusion Detection System via Online Machine Learning.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Berg, Peter Ekstrand;
Franke, Katrin;
Nguyen, Hai Thanh.
(2012)
Generic feature selection measure for botnet malware detection.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Pal, Srikanta;
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin;
Blumenstein, Michael.
(2012)
Off-line signature verification using G-SURF.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin.
(2012)
Font identification — In context of an Indic script.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin.
(2012)
Similar shaped part-based character recognition using G-SURF.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
2011
-
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
Vitenskapelig artikkel
-
Watanabe, Takashi;
Franke, Katrin;
Sako, Hiroshi.
(2011)
Towards large-scale EM-leakage evaluation by means of automated TOE synchronisation.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Franke, Katrin;
Umapada, Pal.
(2011)
Identification of Indic Scripts on Torn-Documents.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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
Vitenskapelig artikkel
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2011)
A General L1-norm Support Vector Machine for Feature Selection.
IEEE Press
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Torrano-Gimenez, Carmen;
Nguyen, Hai Thanh;
Alvarez, Gonzalo;
Petrovic, Slobodan;
Franke, Katrin.
(2011)
Applying feature selection to payload-based web application firewalls.
Høgskolen i Gjøvik
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Flaglien, Anders Orsten;
Franke, Katrin;
Årnes, Andre.
(2011)
Identifying Malware Using Cross-Evidence Correlation.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2011)
A New Ensemble-Feature-Selection Framework for Intrusion Detection.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Sako, Hiroshi;
Franke, Katrin;
Saitoh, Shuji.
(2011)
Computational Forensics; 4th International Workshop, IWCF 2010, Tokyo, Japan, November 11-12, 2010, Revised Selected Papers.
Springer
Lecture Notes in Computer Science (LNCS) (6540)
Vitenskapelig antologi/Konferanseserie
2010
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada;
Wakabayashi, Tetsushi.
(2010)
Text Independent Writer Identification for Bengali Script.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin;
Kimura, Fumitaka.
(2010)
Script Identification - A Han and Roman Script Perspective.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Petrovic, Slobodan;
Franke, Katrin.
(2010)
A Comparison of Feature-Selection Methods for Intrusion Detection.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2010)
Towards a Generic Feature-Selection Measure for Intrusion Detection.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Houten, Wiger van;
Geradts, Zeno J. M. H.;
Franke, Katrin;
Veenman, Cor J..
(2010)
Verification of Video Source Camera Competition.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada.
(2010)
Document-Zone Classification in Torn Documents.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2010)
Improving effectiveness of intrusion detection by correlation feature selection.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada.
(2010)
Structural handwritten and machine print classification for sparse content and arbitrary oriented document fragments.
ACM Publications
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2009
-
Franke, Katrin.
(2009)
Capturing Reliable Data for Computer-based Forensic Handwriting Analysis II:: Pen-position Activations.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Pal, Srikanta;
Franke, Katrin;
Pal, Umapada.
(2009)
Two-stage Approach for Word-wise Script Identification.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Blankers, V.L.;
Heuvel, C.E. van den;
Franke, Katrin;
Vuurpijl, L.G..
(2009)
Signature Verification Competition.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Petrovic, Slobodan;
Franke, Katrin.
(2009)
A New Two-Stage Search Procedure for Misuse Detection.
International Journal of Security and Its Applications
Vitenskapelig artikkel
-
Geradts, Zeno J. M. H.;
Franke, Katrin;
Veenman, Cor J..
(2009)
Computational Forensics.
Springer
Springer (5718/2009)
Vitenskapelig antologi/Konferanseserie
-
Franke, Katrin.
(2009)
Analysis of Authentic Signatures and Forgeries.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Geradts, Zeno J.M.H.;
Franke, Katrin;
Veenman, Cor J..
(2009)
Computational Forensics.
Springer
Lecture Notes in Computer Science (LNCS) (5718)
Vitenskapelig antologi/Konferanseserie
2008
-
Franke, Katrin;
Srihari, Sargur N..
(2008)
Computational Forensics: An Overview.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Franke, Katrin.
(2008)
Stroke-Morphology Analysis Using Super-Imposed Writing Movements.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Köppen, Mario;
Franke, Katrin.
(2008)
A Color Morphology Based on Pareto-Dominace Relation and Hypervolume Measure.
The Society for Imaging Science and Technology
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
von Neuforn, Daniela Stokar;
Franke, Katrin.
(2008)
Reading Between the Lines: Human-centered Classification of Communication Patterns and Intentions.
Springer Publishing Company
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2007
-
Franke, Katrin.
(2007)
Capturing reliable data for computer-based forensic handwriting analysis.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Petrovic, Slobodan;
Franke, Katrin.
(2007)
Improving the efficiency of digital forensic search by means of the constrained edit distance.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Petrovic, Slobodan;
Franke, Katrin.
(2007)
A new two-stage search procedure for misuse detection.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Franke, Katrin;
Srihari, Sargur N..
(2007)
Computational forensics: Towards hybrid-intelligent crime investigation.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Köppen, Mario;
Franke, Katrin.
(2007)
Pareto-dominated hypervolume measure An alternative approach to color morphology.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Köppen, Mario;
Franke, Katrin.
(2007)
A generalized approach of color morphology by means of pareto-set theory.
Høgskolen i Gjøvik
Annet
Tidsskriftspublikasjoner
-
Sharma, Arvind;
Dyrkolbotn, Geir Olav;
Øverlier, Lasse;
Waltoft-Olsen, Andrè Jung;
Franke, Katrin;
Katsikas, Sokratis.
(2023)
A State-of-the-Art Reverse Engineering Approach for Combating Hardware Security Vulnerabilities at the System and PCB Level in IoT Devices. IEEE-Physical Assurance and Inspection of Electronics (PAINE-2022),USA.
IEEE Xplore Digital Library
Populærvitenskapelig artikkel
-
Sandvik, Jens-Petter ;
Franke, Katrin;
Abie, Habtamu;
Årnes, Andre.
(2023)
Evidence in the fog – Triage in fog computing systems.
Forensic Science International: Digital Investigation
Vitenskapelig artikkel
-
Stoykova, Radina ;
Franke, Katrin.
(2023)
Reliability validation enabling framework (RVEF) for digital forensics in criminal investigations.
Forensic Science International: Digital Investigation
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
Stoykova, Radina ;
Andersen, Stig;
Franke, Katrin;
Axelsson, Stefan.
(2022)
Reliability assessment of digital forensic investigations in the Norwegian police.
Forensic Science International: Digital Investigation
Vitenskapelig artikkel
-
Nordvik, Rune;
Stoykova, Radina Raychova;
Franke, Katrin;
Axelsson, Stefan;
Toolan, Fergus.
(2021)
Reliability validation for file system interpretation.
Forensic Science International: Digital Investigation
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
Nordvik, Rune;
Porter, Kyle;
Toolan, Fergus;
Axelsson, Stefan;
Franke, Katrin.
(2020)
Generic Metadata Time Carving.
Forensic Science International: Digital Investigation
Vitenskapelig artikkel
-
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)
Vitenskapelig artikkel
-
Johnsen, Jan William;
Franke, Katrin.
(2019)
The impact of preprocessing in natural language for open source intelligence and criminal investigation.
IEEE International Conference on Big Data (Big Data)
Vitenskapelig artikkel
-
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)
Vitenskapelig artikkel
-
Conti, Mauro;
Dehghantanha, Ali;
Franke, Katrin;
Watson, Steve.
(2018)
Internet of Things security and forensics: Challenges and opportunities.
Future generations computer systems
Leder
-
Johnsen, Jan William;
Franke, Katrin.
(2018)
Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces.
Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2017)
Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness.
Applied Soft Computing
Vitenskapelig artikkel
-
Johnsen, Jan William;
Franke, Katrin.
(2017)
Feasibility Study of Social Network Analysis on Loosely Structured Communication Networks.
Procedia Computer Science
Vitenskapelig artikkel
-
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)
Vitenskapelig artikkel
-
Banin, Sergii;
Shalaginov, Andrii;
Franke, Katrin.
(2016)
Memory access patterns for malware detection.
Norsk Informasjonssikkerhetskonferanse (NISK)
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2016)
Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy.
International Journal of Hybrid Intelligent Systems
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
Petrovic, Slobodan;
Franke, Katrin.
(2009)
A New Two-Stage Search Procedure for Misuse Detection.
International Journal of Security and Its Applications
Vitenskapelig artikkel
Bøker
-
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 (Institute of Electrical and Electronics Engineers)
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig antologi/Konferanseserie
-
Sako, Hiroshi;
Franke, Katrin;
Saitoh, Shuji.
(2011)
Computational Forensics; 4th International Workshop, IWCF 2010, Tokyo, Japan, November 11-12, 2010, Revised Selected Papers.
Springer
Lecture Notes in Computer Science (LNCS) (6540)
Vitenskapelig antologi/Konferanseserie
-
Geradts, Zeno J. M. H.;
Franke, Katrin;
Veenman, Cor J..
(2009)
Computational Forensics.
Springer
Springer (5718/2009)
Vitenskapelig antologi/Konferanseserie
-
Geradts, Zeno J.M.H.;
Franke, Katrin;
Veenman, Cor J..
(2009)
Computational Forensics.
Springer
Lecture Notes in Computer Science (LNCS) (5718)
Vitenskapelig antologi/Konferanseserie
Del av bok/rapport
-
Sandvik, Jens-Petter ;
Franke, Katrin;
Årnes, Andrè.
(2021)
Towards a Generic Approach of Quantifying Evidence Volatility in Resource Constrained Devices.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Johnsen, Jan William;
Franke, Katrin.
(2020)
Identifying Proficient Cybercriminals Through Text and Network Analysis.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Stoykova, Radina Raychova;
Franke, Katrin.
(2020)
Standard Representation for Digital Forensic Processing.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Banin, Sergii;
Dehghantanha, Ali;
Franke, Katrin.
(2018)
Machine Learning Aided Static Malware Analysis: A Survey and Tutorial.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2017)
A Deep Neuro-Fuzzy method for multi-label malware classification and fuzzy rules extraction.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Franke, Katrin;
Årnes, Andrè.
(2017)
Challenges in Digital Forensics.
John Wiley & Sons
Faglig kapittel
-
Lopez-Rojas, Edgar Alonso;
Franke, Katrin.
(2017)
Bootstrapping the Paysim Financial Simulator for Open Source.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Deliu, Isuf;
Leichter, Carl Stuart;
Franke, Katrin.
(2017)
Extracting cyber threat intelligence from hacker forums: Support vector machines versus convolutional neural networks.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Johnsen, Jan William;
Franke, Katrin.
(2017)
Cyber crime investigations in the era of big data.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Grini, Lars Strande;
Franke, Katrin.
(2016)
Understanding Neuro-Fuzzy on a Class of Multinomial Malware Detection Problems.
Research Publishing Services
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
A new method of fuzzy patches construction in Neuro-Fuzzy for malware detection.
Atlantis Press
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
Automated generation of fuzzy rules from large-scale network traffic analysis in Digital Forensics Investigations.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
Towards Improvement of Multinomial Classification Accuracy of Neuro-Fuzzy for Digital Forensics Applications.
Springer Publishing Company
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2015)
A New Method for an Optimal SOM Size Determination in Neuro-Fuzzy for the Digital Forensics Applications.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Dehghantanha, Ali;
Franke, Katrin.
(2014)
Privacy-respecting digital investigation.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Franke, Katrin.
(2013)
Automatic rule-mining for malware detection employing Neuro-Fuzzy Approach.
Akademika forlag
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chitrakar, Ambika Shrestha;
Franke, Katrin.
(2013)
Author Identification from Text-based Communications: Identifying generalized features and computational methods.
Akademika forlag
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Franke, Katrin;
Hjelmås, Erik;
Wolthusen, Stephen.
(2013)
Advancing Digital Forensics.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Imran, Ali Shariq;
Chanda, Sukalpa;
Alaya Cheikh, Faouzi;
Franke, Katrin;
Pal, Umapada.
(2012)
Cursive Handwritten Segmentation and Recognition for Instructional Videos.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada.
(2012)
Text Independent Writer Identification for Oriya Script.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin.
(2012)
A General Lp-norm Support Vector Machine via Mixed 0-1 Programming.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2012)
Reliability in A Feature-Selection Process for Intrusion Detection.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2012)
Feature Extraction Methods for Intrusion Detection Systems.
IGI Global
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin.
(2012)
Adaptive Intrusion Detection System via Online Machine Learning.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Berg, Peter Ekstrand;
Franke, Katrin;
Nguyen, Hai Thanh.
(2012)
Generic feature selection measure for botnet malware detection.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Pal, Srikanta;
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin;
Blumenstein, Michael.
(2012)
Off-line signature verification using G-SURF.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin.
(2012)
Font identification — In context of an Indic script.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin.
(2012)
Similar shaped part-based character recognition using G-SURF.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Watanabe, Takashi;
Franke, Katrin;
Sako, Hiroshi.
(2011)
Towards large-scale EM-leakage evaluation by means of automated TOE synchronisation.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Franke, Katrin;
Umapada, Pal.
(2011)
Identification of Indic Scripts on Torn-Documents.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2011)
A General L1-norm Support Vector Machine for Feature Selection.
IEEE Press
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Torrano-Gimenez, Carmen;
Nguyen, Hai Thanh;
Alvarez, Gonzalo;
Petrovic, Slobodan;
Franke, Katrin.
(2011)
Applying feature selection to payload-based web application firewalls.
Høgskolen i Gjøvik
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Flaglien, Anders Orsten;
Franke, Katrin;
Årnes, Andre.
(2011)
Identifying Malware Using Cross-Evidence Correlation.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2011)
A New Ensemble-Feature-Selection Framework for Intrusion Detection.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada;
Wakabayashi, Tetsushi.
(2010)
Text Independent Writer Identification for Bengali Script.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Pal, Umapada;
Franke, Katrin;
Kimura, Fumitaka.
(2010)
Script Identification - A Han and Roman Script Perspective.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Petrovic, Slobodan;
Franke, Katrin.
(2010)
A Comparison of Feature-Selection Methods for Intrusion Detection.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2010)
Towards a Generic Feature-Selection Measure for Intrusion Detection.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Houten, Wiger van;
Geradts, Zeno J. M. H.;
Franke, Katrin;
Veenman, Cor J..
(2010)
Verification of Video Source Camera Competition.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada.
(2010)
Document-Zone Classification in Torn Documents.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nguyen, Hai Thanh;
Franke, Katrin;
Petrovic, Slobodan.
(2010)
Improving effectiveness of intrusion detection by correlation feature selection.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Franke, Katrin;
Pal, Umapada.
(2010)
Structural handwritten and machine print classification for sparse content and arbitrary oriented document fragments.
ACM Publications
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Franke, Katrin.
(2009)
Capturing Reliable Data for Computer-based Forensic Handwriting Analysis II:: Pen-position Activations.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chanda, Sukalpa;
Pal, Srikanta;
Franke, Katrin;
Pal, Umapada.
(2009)
Two-stage Approach for Word-wise Script Identification.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Blankers, V.L.;
Heuvel, C.E. van den;
Franke, Katrin;
Vuurpijl, L.G..
(2009)
Signature Verification Competition.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Franke, Katrin.
(2009)
Analysis of Authentic Signatures and Forgeries.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Franke, Katrin;
Srihari, Sargur N..
(2008)
Computational Forensics: An Overview.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Franke, Katrin.
(2008)
Stroke-Morphology Analysis Using Super-Imposed Writing Movements.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Köppen, Mario;
Franke, Katrin.
(2008)
A Color Morphology Based on Pareto-Dominace Relation and Hypervolume Measure.
The Society for Imaging Science and Technology
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
von Neuforn, Daniela Stokar;
Franke, Katrin.
(2008)
Reading Between the Lines: Human-centered Classification of Communication Patterns and Intentions.
Springer Publishing Company
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Franke, Katrin.
(2007)
Capturing reliable data for computer-based forensic handwriting analysis.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Petrovic, Slobodan;
Franke, Katrin.
(2007)
Improving the efficiency of digital forensic search by means of the constrained edit distance.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Petrovic, Slobodan;
Franke, Katrin.
(2007)
A new two-stage search procedure for misuse detection.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Franke, Katrin;
Srihari, Sargur N..
(2007)
Computational forensics: Towards hybrid-intelligent crime investigation.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Köppen, Mario;
Franke, Katrin.
(2007)
Pareto-dominated hypervolume measure An alternative approach to color morphology.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Köppen, Mario;
Franke, Katrin.
(2007)
A generalized approach of color morphology by means of pareto-set theory.
Høgskolen i Gjøvik
Annet
Rapport
-
Banin, Sergii;
Dyrkolbotn, Geir Olav;
Franke, Katrin.
(2023)
Malware detection and classification using low-level features.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandlinger ved NTNU (11)
Doktorgradsavhandling
-
Johnsen, Jan William;
Franke, Katrin.
(2022)
Interdisciplinary approach to criminal network analysis: Opportunities and challenges.
NTNU
Doktorgradsavhandling
-
Johnsen, Jan William;
Franke, Katrin.
(2018)
Digital Forensics Report for Dagens Næringsliv.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Rapport
Undervisning
Emner
Formidling
2018
-
Vitenskapelig foredragShalaginov, Andrii; Franke, Katrin; Johnsen, Jan William. (2018) The 2nd International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention 2018. IEEE IEEE International Conference on Big Data 2018 , Seattle, WA, USA 2018-12-10 - 2018-12-13
2015
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PosterShalaginov, Andrii; Franke, Katrin. (2015) Generation of the human-understandable fuzzy rules from large-scale datasets for Digital Forensics applications using Neuro-Fuzzy. KTH Royal Institute of Technology NordSec , Stockholm 2015-10-19 - 2015-10-21
2012
-
Vitenskapelig foredragNguyen, 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
-
Vitenskapelig foredragNguyen, 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
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Vitenskapelig foredragBerg, 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
-
Vitenskapelig foredragNguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) Feature Selection via Mixed 0-1 Programming Problem. INRIA and PASCAL 18th Machine Learning Summer School , Bordeaux 2011-09-04 - 2011-09-17
2009
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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
-
Vitenskapelig foredragFranke, 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
2007
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Vitenskapelig foredragFranke, 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
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Vitenskapelig foredragFranke, 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