2023

• 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.
  Popular scientific article

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/Conference paper

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/Conference paper
• 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/Conference paper

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/Conference paper
• 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/Conference paper

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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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.
  Academic anthology/Conference proceedings
• 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/Conference paper

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/Conference paper

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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper

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/Conference paper

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/Conference paper
• Franke, Katrin; Hjelmås, Erik; Wolthusen, Stephen. (2013) Advancing Digital Forensics. Information Assurance and Security Education and Training.
  Academic chapter/article/Conference paper
• 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/Conference paper

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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2012) Reliability in A Feature-Selection Process for Intrusion Detection. Reliable Knowledge Discovery.
  Academic chapter/article/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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).
  Academic anthology/Conference proceedings
• 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/Conference paper
• 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/Conference paper

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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• Nguyen, Hai Thanh; Petrovic, Slobodan; Franke, Katrin. (2010) A Comparison of Feature-Selection Methods for Intrusion Detection. Computer Network Security.
  Academic chapter/article/Conference paper

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/Conference paper
• 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/Conference paper
• Franke, Katrin. (2009) Analysis of Authentic Signatures and Forgeries. Computational Forensics.
  Academic chapter/article/Conference paper
• 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/Conference paper
• Geradts, Zeno J. M. H.; Franke, Katrin; Veenman, Cor J.. (2009) Computational Forensics. Springer. 2009. ISBN 9783642035203.
  Academic anthology/Conference proceedings
• Geradts, Zeno J.M.H.; Franke, Katrin; Veenman, Cor J.. (2009) Computational Forensics. Springer. 2009. ISBN 9783642035203. Lecture Notes in Computer Science (5718).
  Academic anthology/Conference proceedings
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper
• 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/Conference paper

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/Conference paper
• Franke, Katrin; Srihari, Sargur N.. (2007) Computational forensics: Towards hybrid-intelligent crime investigation. Third International Symposium on Information Assurance and Security.
  Academic chapter/article/Conference paper
• 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/Conference paper
• Petrovic, Slobodan; Franke, Katrin. (2007) A new two-stage search procedure for misuse detection. Future Generation Communication and Networking.
  Academic chapter/article/Conference paper
• 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/Conference paper