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

• 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

• 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

• 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

• 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

• 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