Katrin Franke

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 38

Top Topics

Digital Forensics

Retinal Ganglion

Top Venues

Digit. Investig.

Forensic Sci. Int. Digit. Investig.

Publications

Jens-Petter Sandvik, Katrin Franke, Habtamu Abie, André Årnes
Evidence in the fog - Triage in fog computing systems. Forensic Sci. Int. Digit. Investig. 44 (Supplement) (2023)
Pawel A. Pierzchlewicz, Konstantin Willeke, Arne Nix, Pavithra Elumalai, Kelli Restivo, Tori Shinn, Cate Nealley, Gabrielle Rodriguez, Saumil S. Patel, Katrin Franke, Andreas S. Tolias, Fabian H. Sinz
Energy Guided Diffusion for Generating Neurally Exciting Images. NeurIPS (2023)
Radina Stoykova, Katrin Franke
Reliability validation enabling framework (RVEF) for digital forensics in criminal investigations. Forensic Sci. Int. Digit. Investig. 45 (2023)
Katrin Franke
Advancing Knowledge Discoveries in Criminal Investigations with Semantic Textual Similarity. JURIX (2023)
Radina Stoykova, Stig Andersen, Katrin Franke, Stefan Axelsson
Reliability assessment of digital forensic investigations in the Norwegian police. Digit. Investig. 40 (Supplement) (2022)
Jens-Petter Sandvik, Katrin Franke, Habtamu Abie, André Årnes
Quantifying data volatility for IoT forensics with examples from Contiki OS. Digit. Investig. 40 (Supplement) (2022)
Radina Stoykova, Rune Nordvik, Munnazzar Ahmed, Katrin Franke, Stefan Axelsson, Fergus Toolan
Legal and technical questions of file system reverse engineering. Comput. Law Secur. Rev. 46 (2022)
Qi Zhang, Ali Dehghantanha, Katrin Franke, Reza M. Parizi
Introduction to the Minitrack on Decentralized Federated Learning: Applications, Solutions, and Challenges. HICSS (2021)
Jens-Petter Sandvik, Katrin Franke, Habtamu Abie, André Årnes
Coffee forensics - Reconstructing data in IoT devices running Contiki OS. Digit. Investig. (2021)
Rune Nordvik, Radina Stoykova, Katrin Franke, Stefan Axelsson, Fergus Toolan
Reliability validation for file system interpretation. Digit. Investig. 37 (2021)
Dominic Gonschorek, Larissa Höfling, Klaudia P. Szatko, Katrin Franke, Timm Schubert, Benjamin Dunn, Philipp Berens, David Klindt, Thomas Euler
Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience. NeurIPS (2021)
Linn-Mari Kristiansen, Vinti Agarwal, Katrin Franke, Raj Sanjay Shah
CTI-Twitter: Gathering Cyber Threat Intelligence from Twitter using Integrated Supervised and Unsupervised Learning. IEEE BigData (2020)
Rune Nordvik, Kyle Porter, Fergus Toolan, Stefan Axelsson, Katrin Franke
Generic Metadata Time Carving. Digit. Investig. (2020)
Cornelius Schröder, David Klindt, Sarah Strauß, Katrin Franke, Matthias Bethge, Thomas Euler, Philipp Berens
System Identification with Biophysical Constraints: A Circuit Model of the Inner Retina. NeurIPS (2020)
Jan William Johnsen, Katrin Franke
Identifying Proficient Cybercriminals Through Text and Network Analysis. ISI (2020)
Radina Stoykova, Katrin Franke
Standard Representation for Digital Forensic Processing. SADFE (2020)
Amit Kumar Meena, Neminath Hubballi, Yogendra Singh, Vimal Bhatia, Katrin Franke
Network Security Systems Log Analysis for Trends and Insights: A Case Study. IEEE ANTS (2020)
Pratibha Khandait, Neminath Hubballi, Katrin Franke
POSTER: Towards Automating Detection of Anomalous HTTP Requests with Joint Probability Estimation of Characters. AsiaCCS (2020)
Vinti Agarwal, Neminath Hubballi, Ambika Shrestha Chitrakar, Katrin Franke
Identifying Anomalous HTTP Traffic with Association Rule Mining. ANTS (2019)
Luke E. Rogerson, Zhijian Zhao, Katrin Franke, Thomas Euler, Philipp Berens
Correction: Bayesian hypothesis testing and experimental design for two-photon imaging data. PLoS Comput. Biol. 15 (10) (2019)
Luke E. Rogerson, Zhijian Zhao, Katrin Franke, Thomas Euler, Philipp Berens
Bayesian hypothesis testing and experimental design for two-photon imaging data. PLoS Comput. Biol. 15 (8) (2019)
Jan William Johnsen, Katrin Franke
The impact of preprocessing in natural language for open source intelligence and criminal investigation. IEEE BigData (2019)
Mauro Conti, Ali Dehghantanha, Katrin Franke, Steve Watson
Internet of Things security and forensics: Challenges and opportunities. Future Gener. Comput. Syst. 78 (2018)
Mauro Conti, Ali Dehghantanha, Katrin Franke, Steve Watson
Internet of Things Security and Forensics: Challenges and Opportunities. CoRR (2018)
Andrii Shalaginov, Sergii Banin, Ali Dehghantanha, Katrin Franke
Machine Learning Aided Static Malware Analysis: A Survey and Tutorial. CoRR (2018)
Isuf Deliu, Carl Leichter, Katrin Franke
Collecting Cyber Threat Intelligence from Hacker Forums via a Two-Stage, Hybrid Process using Support Vector Machines and Latent Dirichlet Allocation. IEEE BigData (2018)
Jan William Johnsen, Katrin Franke
Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces. ICCS (3) (2018)
Andrii Shalaginov, Katrin Franke
A deep neuro-fuzzy method for multi-label malware classification and fuzzy rules extraction. SSCI (2017)
Andrii Shalaginov, Jan William Johnsen, Katrin Franke
Cyber crime investigations in the era of big data. IEEE BigData (2017)
Andrii Shalaginov, Katrin Franke
Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness. Appl. Soft Comput. 52 (2017)
Jan William Johnsen, Katrin Franke
Feasibility Study of Social Network Analysis on Loosely Structured Communication Networks. ICCS (2017)
Isuf Deliu, Carl Leichter, Katrin Franke
Extracting cyber threat intelligence from hacker forums: Support vector machines versus convolutional neural networks. IEEE BigData (2017)
Tom Baden, Philipp Berens, Katrin Franke, Miroslav Román Rosón, Matthias Bethge, Thomas Euler
The functional diversity of retinal ganglion cells in the mouse. Nat. 529 (7586) (2016)
Andrii Shalaginov, Katrin Franke
Intelligent generation of fuzzy rules for network firewalls based on the analysis of large-scale network traffic dumps. Int. J. Hybrid Intell. Syst. 13 (3-4) (2016)
Andrii Shalaginov, Lars Strande Grini, Katrin Franke
Understanding Neuro-Fuzzy on a class of multinomial malware detection problems. IJCNN (2016)
Andrii Shalaginov, Katrin Franke
Automated intelligent multinomial classification of malware species using dynamic behavioural analysis. PST (2016)
Lars Strande Grini, Andrii Shalaginov, Katrin Franke
Study of Soft Computing Methods for Large-Scale Multinomial Malware Types and Families Detection. WCSC (2016)
Andrii Shalaginov, Katrin Franke
Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy. Int. J. Hybrid Intell. Syst. 13 (1) (2016)
Andrii Shalaginov, Katrin Franke
Towards Improvement of Multinomial Classification Accuracy of Neuro-Fuzzy for Digital Forensics Applications. HIS (2015)
Andrii Shalaginov, Katrin Franke
Automated generation of fuzzy rules from large-scale network traffic analysis in digital forensics investigations. SoCPaR (2015)
Zeno J. M. H. Geradts, Katrin Franke
Editorial for big data issue. Digit. Investig. 15 (2015)
Andrii Shalaginov, Katrin Franke
A New Method for an Optimal SOM Size Determination in Neuro-Fuzzy for the Digital Forensics Applications. IWANN (2) (2015)
Carmen Torrano-Gimenez, Hai Thanh Nguyen, Gonzalo Álvarez, Katrin Franke
Combining expert knowledge with automatic feature extraction for reliable web attack detection. Secur. Commun. Networks 8 (16) (2015)
Andrii Shalaginov, Katrin Franke
A new method of fuzzy patches construction in Neuro-Fuzzy for malware detection. IFSA-EUSFLAT (2015)
Petter Christian Bjelland, Katrin Franke, André Årnes
Practical use of Approximate Hash Based Matching in digital investigations. Digit. Investig. 11 (Supplement 1) (2014)
Ali Dehghantanha, Katrin Franke
Privacy-respecting digital investigation. PST (2014)
Hai Thanh Nguyen, Carmen Torrano-Gimenez, Gonzalo Álvarez, Katrin Franke, Slobodan Petrovic
Enhancing the effectiveness of Web Application Firewalls by generic feature selection. Log. J. IGPL 21 (4) (2013)
Sukalpa Chanda, Katrin Franke, Umapada Pal
Clustering document fragments using background color and texture information. DRR (2012)
Peter Ekstrand Berg, Katrin Franke, Hai Thanh Nguyen
Generic feature selection measure for botnet malware detection. ISDA (2012)
Sukalpa Chanda, Umapada Pal, Katrin Franke
Similar shaped part-based character recognition using G-SURF. HIS (2012)
Hai Thanh Nguyen, Katrin Franke
Adaptive Intrusion Detection System via online machine learning. HIS (2012)
Ali Shariq Imran, Sukalpa Chanda, Faouzi Alaya Cheikh, Katrin Franke, Umapada Pal
Cursive Handwritten Segmentation and Recognition for Instructional Videos. SITIS (2012)
Hai Thanh Nguyen, Katrin Franke
A General Lp-norm Support Vector Machine via Mixed 0-1 Programming. MLDM (2012)
Sukalpa Chanda, Katrin Franke, Umapada Pal
Text Independent Writer Identification for Oriya Script. Document Analysis Systems (2012)
Srikanta Pal, Sukalpa Chanda, Umapada Pal, Katrin Franke, Michael Blumenstein
Off-line signature verification using G-SURF. ISDA (2012)
Sukalpa Chanda, Umapada Pal, Katrin Franke
Font identification - In context of an Indic script. ICPR (2012)
Hai Thanh Nguyen, Carmen Torrano-Gimenez, Gonzalo Álvarez, Slobodan Petrovic, Katrin Franke
Application of the Generic Feature Selection Measure in Detection of Web Attacks. CISIS (2011)
Hai Thanh Nguyen, Katrin Franke, Slobodan Petrovic
A new ensemble-feature-selection framework for intrusion detection. ISDA (2011)
Sukalpa Chanda, Katrin Franke, Umapada Pal
Identification of Indic Scripts on Torn-Documents. ICDAR (2011)
Anders Flaglien, Katrin Franke, André Årnes
Identifying Malware Using Cross-Evidence Correlation. IFIP Int. Conf. Digital Forensics (2011)
Hai Thanh Nguyen, Katrin Franke, Slobodan Petrovic
Improving Effectiveness of Intrusion Detection by Correlation Feature Selection. Int. J. Mob. Comput. Multim. Commun. 3 (1) (2011)
Wiger van Houten, Zeno J. M. H. Geradts, Katrin Franke, Cor J. Veenman
Verification of Video Source Camera Competition (CAMCOM 2010). ICPR Contests (2010)
Sukalpa Chanda, Umapada Pal, Katrin Franke, Fumitaka Kimura
Script Identification - A Han and Roman Script Perspective. ICPR (2010)
Sukalpa Chanda, Katrin Franke, Umapada Pal
Structural handwritten and machine print classification for sparse content and arbitrary oriented document fragments. SAC (2010)
Hai Thanh Nguyen, Katrin Franke, Slobodan Petrovic
Towards a Generic Feature-Selection Measure for Intrusion Detection. ICPR (2010)
Sukalpa Chanda, Katrin Franke, Umapada Pal, Tetsushi Wakabayashi
Text Independent Writer Identification for Bengali Script. ICPR (2010)
Sukalpa Chanda, Katrin Franke, Umapada Pal
Document-Zone Classification in Torn Documents. ICFHR (2010)
Hai Nguyen, Katrin Franke, Slobodan Petrovic
Improving Effectiveness of Intrusion Detection by Correlation Feature Selection. ARES (2010)
Hai Thanh Nguyen, Slobodan Petrovic, Katrin Franke
A Comparison of Feature-Selection Methods for Intrusion Detection. MMM-ACNS (2010)
Vivian L. Blankers, C. Elisa van den Heuvel, Katrin Franke, Louis Vuurpijl
ICDAR 2009 Signature Verification Competition. ICDAR (2009)
Sukalpa Chanda, Srikanta Pal, Katrin Franke, Umapada Pal
Two-stage Approach for Word-wise Script Identification. ICDAR (2009)
Katrin Franke
Analysis of Authentic Signatures and Forgeries. IWCF (2009)
Katrin Franke, Erik Hjelmås, Stephen D. Wolthusen
Advancing Digital Forensics. World Conference on Information Security Education (2009)
Katrin Franke
Capturing Reliable Data for Computer-Based Forensic Handwriting Analysis II: Pen-position Activations. ICDAR (2009)
Katrin Franke, Sargur N. Srihari
Computational Forensics: An Overview. IWCF (2008)
Katrin Franke
Stroke-Morphology Analysis Using Super-Imposed Writing Movements. IWCF (2008)
Mario Köppen, Katrin Franke
A Color Morphology based on Pareto-dominance Relation and Hypervolume Measure. CGIV/MCS (2008)
Slobodan Petrovic, Katrin Franke
A New Two-Stage Search Procedure for Misuse Detection. FGCN (2) (2007)
Mario Köppen, Katrin Franke
Pareto-dominated Hypervolume Measure: An Alternative Approach to Color Morphology. HIS (2007)
Slobodan Petrovic, Katrin Franke
Improving the Efficiency of Digital Forensic Search by Means of the Constrained Edit Distance. IAS (2007)
Lambert Schomaker, Katrin Franke, Marius Bulacu
Using codebooks of fragmented connected-component contours in forensic and historic writer identification. Pattern Recognit. Lett. 28 (6) (2007)
Katrin Franke, Sargur N. Srihari
Computational Forensics: Towards Hybrid-Intelligent Crime Investigation. IAS (2007)
Mario Köppen, Katrin Franke, Raul Vicente-Garcia
Tiny GAs for image processing applications. IEEE Comput. Intell. Mag. 1 (2) (2006)
Katrin Franke, Isabelle Guyon, Lambert Schomaker, Louis Vuurpijl
The WANDAML markup language for digital document annotation. IWFHR (2004)
Olaf Henniger, Katrin Franke
Biometric User Authentication on Smart Cards by Means of Handwritten Signatures. ICBA (2004)
Lambert Schomaker, Marius Bulacu, Katrin Franke
Automatic writer identification using fragmented connected-component contours. IWFHR (2004)
Katrin Franke, Steffen Rose
Ink-deposition model: the relation of writing and ink deposition processes. IWFHR (2004)
Katrin Franke, Lambert Schomaker, Christian Veenhuis, C. Taubenheim, Isabelle Guyon, Louis Vuurpijl, Merijn van Erp, G. Zwarts
WANDA: A generic Framework applied in Forensic Handwriting Analysis and Writer Identification. HIS (2003)
Olaf Henniger, Katrin Franke
Biometrische Benutzerauthentisierung auf Smartcards mittels handschriftlicher Unterschriften. GI Jahrestagung (Schwerpunkt "Sicherheit - Schutz und Zuverlässigkeit") (2003)
Katrin Franke, Javier Ruiz-del-Solar
Soft-Biometrics: Soft-Computing Technologies for Biometric-Applications. AFSS (2002)
Katrin Franke, Yu-Nong Zhang, Mario Köppen
Static Signature Verification Employing a Kosko-Neuro-fuzzy Approach. AFSS (2002)
Katrin Franke, Ottmar Bünnemeyer, Thorsten Sy
Ink texture analysis for writer identification. IWFHR (2002)
Katrin Franke, Mario Köppen
A computer-based system to support forensic studies on handwritten documents. Int. J. Document Anal. Recognit. 3 (4) (2001)
Katrin Franke, Mario Köppen, Bertram Nickolay
Fuzzy Image Processing by Using Dubois and Prade Fuzzy Norms. ICPR (2000)