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2020 – today
- 2023
[j23]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): 301506 (2023)- [j22]Radina Stoykova, Katrin Franke:
Reliability validation enabling framework (RVEF) for digital forensics in criminal investigations. Forensic Sci. Int. Digit. Investig. 45: 301554 (2023) - [c69]Katrin Franke:
Advancing Knowledge Discoveries in Criminal Investigations with Semantic Textual Similarity. JURIX 2023: 269-274 - [c68]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 - 2022
- [j21]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: 105725 (2022) - [j20]Jens-Petter Sandvik, Katrin Franke, Habtamu Abie, André Årnes:
Quantifying data volatility for IoT forensics with examples from Contiki OS. Digit. Investig. 40(Supplement): 301343 (2022) - [j19]Radina Stoykova, Stig Andersen, Katrin Franke, Stefan Axelsson:
Reliability assessment of digital forensic investigations in the Norwegian police. Digit. Investig. 40(Supplement): 301351 (2022) - 2021
- [j18]Rune Nordvik, Radina Stoykova, Katrin Franke, Stefan Axelsson, Fergus Toolan:
Reliability validation for file system interpretation. Digit. Investig. 37: 301174 (2021) - [j17]Jens-Petter Sandvik, Katrin Franke, Habtamu Abie, André Årnes:
Coffee forensics - Reconstructing data in IoT devices running Contiki OS. Digit. Investig. 37 Supplement: 301188 (2021) - [c67]Qi Zhang, Ali Dehghantanha, Katrin Franke, Reza M. Parizi:
Introduction to the Minitrack on Decentralized Federated Learning: Applications, Solutions, and Challenges. HICSS 2021: 1-3 - [c66]Dominic Gonschorek, Larissa Höfling, Klaudia P. Szatko, Katrin Franke, Timm Schubert, Benjamin A. Dunn, Philipp Berens, David A. Klindt, Thomas Euler:
Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience. NeurIPS 2021: 3706-3719 - 2020
- [j16]Rune Nordvik, Kyle Porter, Fergus Toolan, Stefan Axelsson, Katrin Franke:
Generic Metadata Time Carving. Digit. Investig. 33 Supplement: 301005 (2020) - [c65]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: 1-6 - [c64]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: 2299-2308 - [c63]Pratibha Khandait, Neminath Hubballi, Katrin Franke:
POSTER: Towards Automating Detection of Anomalous HTTP Requests with Joint Probability Estimation of Characters. AsiaCCS 2020: 889-891 - [c62]Jan William Johnsen, Katrin Franke:
Identifying Proficient Cybercriminals Through Text and Network Analysis. ISI 2020: 1-7 - [c61]Cornelius Schröder, David A. 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 - [c60]Radina Stoykova, Katrin Franke:
Standard Representation for Digital Forensic Processing. SADFE 2020: 46-56
2010 – 2019
- 2019
- [j15]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) - [j14]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) - [c59]Vinti Agarwal, Neminath Hubballi, Ambika Shrestha Chitrakar, Katrin Franke:
Identifying Anomalous HTTP Traffic with Association Rule Mining. ANTS 2019: 1-6 - [c58]Jan William Johnsen, Katrin Franke:
The impact of preprocessing in natural language for open source intelligence and criminal investigation. IEEE BigData 2019: 4248-4254 - 2018
- [j13]Mauro Conti, Ali Dehghantanha, Katrin Franke, Steve Watson:
Internet of Things security and forensics: Challenges and opportunities. Future Gener. Comput. Syst. 78: 544-546 (2018) - [c57]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: 5008-5013 - [c56]Jan William Johnsen, Katrin Franke:
Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces. ICCS (3) 2018: 379-386 - [i2]Mauro Conti, Ali Dehghantanha, Katrin Franke, Steve Watson:
Internet of Things Security and Forensics: Challenges and Opportunities. CoRR abs/1807.10438 (2018) - [i1]Andrii Shalaginov, Sergii Banin, Ali Dehghantanha, Katrin Franke:
Machine Learning Aided Static Malware Analysis: A Survey and Tutorial. CoRR abs/1808.01201 (2018) - 2017
- [j12]Andrii Shalaginov, Katrin Franke:
Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness. Appl. Soft Comput. 52: 359-375 (2017) - [c55]Isuf Deliu, Carl Leichter, Katrin Franke:
Extracting cyber threat intelligence from hacker forums: Support vector machines versus convolutional neural networks. IEEE BigData 2017: 3648-3656 - [c54]Andrii Shalaginov, Jan William Johnsen, Katrin Franke:
Cyber crime investigations in the era of big data. IEEE BigData 2017: 3672-3676 - [c53]Jan William Johnsen, Katrin Franke:
Feasibility Study of Social Network Analysis on Loosely Structured Communication Networks. ICCS 2017: 2388-2392 - [c52]Andrii Shalaginov, Katrin Franke:
A deep neuro-fuzzy method for multi-label malware classification and fuzzy rules extraction. SSCI 2017: 1-8 - 2016
- [j11]Andrii Shalaginov, Katrin Franke:
Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy. Int. J. Hybrid Intell. Syst. 13(1): 15-26 (2016) - [j10]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): 195-206 (2016) - [j9]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): 345-350 (2016) - [c51]Andrii Shalaginov, Lars Strande Grini, Katrin Franke:
Understanding Neuro-Fuzzy on a class of multinomial malware detection problems. IJCNN 2016: 684-691 - [c50]Andrii Shalaginov, Katrin Franke:
Automated intelligent multinomial classification of malware species using dynamic behavioural analysis. PST 2016: 70-77 - [c49]Lars Strande Grini, Andrii Shalaginov, Katrin Franke:
Study of Soft Computing Methods for Large-Scale Multinomial Malware Types and Families Detection. WCSC 2016: 337-350 - 2015
- [j8]Zeno J. M. H. Geradts, Katrin Franke:
Editorial for big data issue. Digit. Investig. 15: 18-19 (2015) - [j7]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): 2750-2767 (2015) - [c48]Andrii Shalaginov, Katrin Franke:
A new method of fuzzy patches construction in Neuro-Fuzzy for malware detection. IFSA-EUSFLAT 2015 - [c47]Andrii Shalaginov, Katrin Franke:
Towards Improvement of Multinomial Classification Accuracy of Neuro-Fuzzy for Digital Forensics Applications. HIS 2015: 199-210 - [c46]Andrii Shalaginov, Katrin Franke:
A New Method for an Optimal SOM Size Determination in Neuro-Fuzzy for the Digital Forensics Applications. IWANN (2) 2015: 549-563 - [c45]Andrii Shalaginov, Katrin Franke:
Automated generation of fuzzy rules from large-scale network traffic analysis in digital forensics investigations. SoCPaR 2015: 31-36 - 2014
- [j6]Petter Christian Bjelland, Katrin Franke, André Årnes:
Practical use of Approximate Hash Based Matching in digital investigations. Digit. Investig. 11(Supplement 1): S18-S26 (2014) - [c44]Ali Dehghantanha, Katrin Franke:
Privacy-respecting digital investigation. PST 2014: 129-138 - 2013
- [j5]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): 560-570 (2013) - 2012
- [c43]Sukalpa Chanda, Katrin Franke, Umapada Pal:
Text Independent Writer Identification for Oriya Script. Document Analysis Systems 2012: 369-373 - [c42]Sukalpa Chanda, Katrin Franke, Umapada Pal:
Clustering document fragments using background color and texture information. DRR 2012: 82970U - [c41]Sukalpa Chanda, Umapada Pal, Katrin Franke:
Similar shaped part-based character recognition using G-SURF. HIS 2012: 179-184 - [c40]Hai Thanh Nguyen, Katrin Franke:
Adaptive Intrusion Detection System via online machine learning. HIS 2012: 271-277 - [c39]Sukalpa Chanda, Umapada Pal, Katrin Franke:
Font identification - In context of an Indic script. ICPR 2012: 1655-1658 - [c38]Srikanta Pal, Sukalpa Chanda, Umapada Pal, Katrin Franke, Michael Blumenstein:
Off-line signature verification using G-SURF. ISDA 2012: 586-591 - [c37]Peter Ekstrand Berg, Katrin Franke, Hai Thanh Nguyen:
Generic feature selection measure for botnet malware detection. ISDA 2012: 711-717 - [c36]Hai Thanh Nguyen, Katrin Franke:
A General Lp-norm Support Vector Machine via Mixed 0-1 Programming. MLDM 2012: 40-49 - [c35]Ali Shariq Imran, Sukalpa Chanda, Faouzi Alaya Cheikh, Katrin Franke, Umapada Pal:
Cursive Handwritten Segmentation and Recognition for Instructional Videos. SITIS 2012: 155-160 - 2011
- [j4]Hai Thanh Nguyen, Katrin Franke, Slobodan Petrovic:
Improving Effectiveness of Intrusion Detection by Correlation Feature Selection. Int. J. Mob. Comput. Multim. Commun. 3(1): 21-34 (2011) - [c34]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: 25-32 - [c33]Sukalpa Chanda, Katrin Franke, Umapada Pal:
Identification of Indic Scripts on Torn-Documents. ICDAR 2011: 713-717 - [c32]Anders Flaglien, Katrin Franke, André Årnes:
Identifying Malware Using Cross-Evidence Correlation. IFIP Int. Conf. Digital Forensics 2011: 169-182 - [c31]Hai Thanh Nguyen, Katrin Franke, Slobodan Petrovic:
A new ensemble-feature-selection framework for intrusion detection. ISDA 2011: 213-218 - [e5]Hiroshi Sako, Katrin Franke, Shuji Saitoh:
Computational Forensics - 4th International Workshop, IWCF 2010, Tokyo, Japan, November 11-12, 2010, Revised Selected Papers. Lecture Notes in Computer Science 6540, Springer 2011, ISBN 978-3-642-19375-0 [contents] - 2010
- [c30]Hai Nguyen, Katrin Franke, Slobodan Petrovic:
Improving Effectiveness of Intrusion Detection by Correlation Feature Selection. ARES 2010: 17-24 - [c29]Sukalpa Chanda, Katrin Franke, Umapada Pal:
Document-Zone Classification in Torn Documents. ICFHR 2010: 25-30 - [c28]Wiger van Houten, Zeno J. M. H. Geradts, Katrin Franke, Cor J. Veenman:
Verification of Video Source Camera Competition (CAMCOM 2010). ICPR Contests 2010: 22-28 - [c27]Hai Thanh Nguyen, Katrin Franke, Slobodan Petrovic:
Towards a Generic Feature-Selection Measure for Intrusion Detection. ICPR 2010: 1529-1532 - [c26]Sukalpa Chanda, Katrin Franke, Umapada Pal, Tetsushi Wakabayashi:
Text Independent Writer Identification for Bengali Script. ICPR 2010: 2005-2008 - [c25]Sukalpa Chanda, Umapada Pal, Katrin Franke, Fumitaka Kimura:
Script Identification - A Han and Roman Script Perspective. ICPR 2010: 2708-2711 - [c24]Hai Thanh Nguyen, Slobodan Petrovic, Katrin Franke:
A Comparison of Feature-Selection Methods for Intrusion Detection. MMM-ACNS 2010: 242-255 - [c23]Sukalpa Chanda, Katrin Franke, Umapada Pal:
Structural handwritten and machine print classification for sparse content and arbitrary oriented document fragments. SAC 2010: 18-22
2000 – 2009
- 2009
- [c22]Sukalpa Chanda, Srikanta Pal, Katrin Franke, Umapada Pal:
Two-stage Approach for Word-wise Script Identification. ICDAR 2009: 926-930 - [c21]Katrin Franke:
Capturing Reliable Data for Computer-Based Forensic Handwriting Analysis II: Pen-position Activations. ICDAR 2009: 1310-1314 - [c20]Vivian L. Blankers, C. Elisa van den Heuvel, Katrin Franke, Louis Vuurpijl:
ICDAR 2009 Signature Verification Competition. ICDAR 2009: 1403-1407 - [c19]Katrin Franke, Erik Hjelmås, Stephen D. Wolthusen:
Advancing Digital Forensics. World Conference on Information Security Education 2009: 288-295 - [c18]Katrin Franke:
Analysis of Authentic Signatures and Forgeries. IWCF 2009: 150-164 - [e4]Zeno J. M. H. Geradts, Katrin Franke, Cor J. Veenman:
Computational Forensics, Third International Workshop, IWCF 2009, The Hague, The Netherlands, August 13-14, 2009. Proceedings. Lecture Notes in Computer Science 5718, Springer 2009, ISBN 978-3-642-03520-3 [contents] - 2008
- [c17]Mario Köppen, Katrin Franke:
A Color Morphology based on Pareto-dominance Relation and Hypervolume Measure. CGIV/MCS 2008: 423-426 - [c16]Katrin Franke, Sargur N. Srihari:
Computational Forensics: An Overview. IWCF 2008: 1-10 - [c15]Katrin Franke:
Stroke-Morphology Analysis Using Super-Imposed Writing Movements. IWCF 2008: 204-217 - [e3]Sargur N. Srihari, Katrin Franke:
Computational Forensics, Second International Workshop, IWCF 2008, Washington, DC, USA, August 7-8, 2008, Proceedings. Lecture Notes in Computer Science 5158, Springer 2008, ISBN 978-3-540-85302-2 [contents] - 2007
- [j3]Lambert Schomaker, Katrin Franke, Marius Bulacu:
Using codebooks of fragmented connected-component contours in forensic and historic writer identification. Pattern Recognit. Lett. 28(6): 719-727 (2007) - [c14]Katrin Franke, Sargur N. Srihari:
Computational Forensics: Towards Hybrid-Intelligent Crime Investigation. IAS 2007: 383-386 - [c13]Slobodan Petrovic, Katrin Franke:
Improving the Efficiency of Digital Forensic Search by Means of the Constrained Edit Distance. IAS 2007: 405-410 - [c12]Slobodan Petrovic, Katrin Franke:
A New Two-Stage Search Procedure for Misuse Detection. FGCN (2) 2007: 418-422 - [c11]Mario Köppen, Katrin Franke:
Pareto-dominated Hypervolume Measure: An Alternative Approach to Color Morphology. HIS 2007: 234-239 - 2006
- [j2]Mario Köppen, Katrin Franke, Raul Vicente-Garcia:
Tiny GAs for image processing applications. IEEE Comput. Intell. Mag. 1(2): 17-26 (2006) - [e2]Katrin Franke, Klaus-Robert Müller, Bertram Nickolay, Ralf Schäfer:
Pattern Recognition, 28th DAGM Symposium, Berlin, Germany, September 12-14, 2006, Proceedings. Lecture Notes in Computer Science 4174, Springer 2006, ISBN 3-540-44412-2 [contents] - 2004
- [c10]Olaf Henniger, Katrin Franke:
Biometric User Authentication on Smart Cards by Means of Handwritten Signatures. ICBA 2004: 547-554 - [c9]Katrin Franke, Steffen Rose:
Ink-deposition model: the relation of writing and ink deposition processes. IWFHR 2004: 173-178 - [c8]Lambert Schomaker, Marius Bulacu, Katrin Franke:
Automatic writer identification using fragmented connected-component contours. IWFHR 2004: 185-190 - [c7]Katrin Franke, Isabelle Guyon, Lambert Schomaker, Louis Vuurpijl:
The WANDAML markup language for digital document annotation. IWFHR 2004: 563-568 - 2003
- [c6]Olaf Henniger, Katrin Franke:
Biometrische Benutzerauthentisierung auf Smartcards mittels handschriftlicher Unterschriften. GI Jahrestagung (Schwerpunkt "Sicherheit - Schutz und Zuverlässigkeit") 2003: 351-362 - [c5]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: 927-938 - [e1]Ajith Abraham, Mario Köppen, Katrin Franke:
Design and Application of Hybrid Intelligent Systems, HIS03, the Third International Conference on Hybrid Intelligent Systems, Melbourne, Australia, December 14-17, 2003. Frontiers in Artificial Intelligence and Applications 105, IOS Press 2003, ISBN 1-58603-394-8 [contents] - 2002
- [c4]Katrin Franke, Javier Ruiz-del-Solar:
Soft-Biometrics: Soft-Computing Technologies for Biometric-Applications. AFSS 2002: 171-177 - [c3]Katrin Franke, Yu-Nong Zhang, Mario Köppen:
Static Signature Verification Employing a Kosko-Neuro-fuzzy Approach. AFSS 2002: 185-190 - [c2]Katrin Franke, Ottmar Bünnemeyer, Thorsten Sy:
Ink texture analysis for writer identification. IWFHR 2002: 268-273 - 2001
- [j1]Katrin Franke, Mario Köppen:
A computer-based system to support forensic studies on handwritten documents. Int. J. Document Anal. Recognit. 3(4): 218-231 (2001) - 2000
- [c1]Katrin Franke, Mario Köppen, Bertram Nickolay:
Fuzzy Image Processing by Using Dubois and Prade Fuzzy Norms. ICPR 2000: 3518-3521
Coauthor Index
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