Katrin Franke
Orcid: 0000-0002-4899-9410
According to our database1,
Katrin Franke
authored at least 93 papers
between 2000 and 2023.
Collaborative distances:
Collaborative distances:
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Online presence:
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on orcid.org
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on kyfranke.com
On csauthors.net:
Bibliography
2023
Reliability validation enabling framework (RVEF) for digital forensics in criminal investigations.
Forensic Sci. Int. Digit. Investig., June, 2023
Forensic Sci. Int. Digit. Investig., March, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Advancing Knowledge Discoveries in Criminal Investigations with Semantic Textual Similarity.
Proceedings of the Legal Knowledge and Information Systems, 2023
2022
Digit. Investig., 2022
Digit. Investig., 2022
Comput. Law Secur. Rev., 2022
2021
Digit. Investig., 2021
Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Introduction to the Minitrack on Decentralized Federated Learning: Applications, Solutions, and Challenges.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021
2020
Proceedings of the 13th International Conference on Systematic Approaches to Digital Forensic Engineering, 2020
System Identification with Biophysical Constraints: A Circuit Model of the Inner Retina.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2020
POSTER: Towards Automating Detection of Anomalous HTTP Requests with Joint Probability Estimation of Characters.
Proceedings of the ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, 2020
CTI-Twitter: Gathering Cyber Threat Intelligence from Twitter using Integrated Supervised and Unsupervised Learning.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 14th IEEE International Conference on Advanced Networks and Telecommunications Systems, 2020
2019
Correction: Bayesian hypothesis testing and experimental design for two-photon imaging data.
PLoS Comput. Biol., 2019
PLoS Comput. Biol., 2019
The impact of preprocessing in natural language for open source intelligence and criminal investigation.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Advanced Networks and Telecommunications Systems, 2019
2018
Future Gener. Comput. Syst., 2018
Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces.
Proceedings of the Computational Science - ICCS 2018, 2018
Collecting Cyber Threat Intelligence from Hacker Forums via a Two-Stage, Hybrid Process using Support Vector Machines and Latent Dirichlet Allocation.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness.
Appl. Soft Comput., 2017
A deep neuro-fuzzy method for multi-label malware classification and fuzzy rules extraction.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Feasibility Study of Social Network Analysis on Loosely Structured Communication Networks.
Proceedings of the International Conference on Computational Science, 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Extracting cyber threat intelligence from hacker forums: Support vector machines versus convolutional neural networks.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Intelligent generation of fuzzy rules for network firewalls based on the analysis of large-scale network traffic dumps.
Int. J. Hybrid Intell. Syst., 2016
Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy.
Int. J. Hybrid Intell. Syst., 2016
Study of Soft Computing Methods for Large-Scale Multinomial Malware Types and Families Detection.
Proceedings of the Recent Developments and the New Direction in Soft-Computing Foundations and Applications, 2016
Automated intelligent multinomial classification of malware species using dynamic behavioural analysis.
Proceedings of the 14th Annual Conference on Privacy, Security and Trust, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
Combining expert knowledge with automatic feature extraction for reliable web attack detection.
Secur. Commun. Networks, 2015
Automated generation of fuzzy rules from large-scale network traffic analysis in digital forensics investigations.
Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015
A New Method for an Optimal SOM Size Determination in Neuro-Fuzzy for the Digital Forensics Applications.
Proceedings of the Advances in Computational Intelligence, 2015
Towards Improvement of Multinomial Classification Accuracy of Neuro-Fuzzy for Digital Forensics Applications.
Proceedings of the Hybrid Intelligent Systems, 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 (IFSA-EUSFLAT-15), 2015
2014
Digit. Investig., 2014
Proceedings of the 2014 Twelfth Annual International Conference on Privacy, 2014
2013
Enhancing the effectiveness of Web Application Firewalls by generic feature selection.
Log. J. IGPL, 2013
2012
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 12th International Conference on Hybrid Intelligent Systems, 2012
Proceedings of the 12th International Conference on Hybrid Intelligent Systems, 2012
Proceedings of the Document Recognition and Retrieval XIX, 2012
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012
2011
Int. J. Mob. Comput. Multim. Commun., 2011
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Proceedings of the Advances in Digital Forensics VII - 7th IFIP WG 11.9 International Conference on Digital Forensics, Orlando, FL, USA, January 31, 2011
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011
Proceedings of the Computational Intelligence in Security for Information Systems, 2011
2010
Structural handwritten and machine print classification for sparse content and arbitrary oriented document fragments.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Proceedings of the Computer Network Security, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010
Proceedings of the ARES 2010, 2010
2009
Proceedings of the Computational Forensics, Third International Workshop, 2009
Proceedings of the Information Assurance and Security Education and Training, 2009
Capturing Reliable Data for Computer-Based Forensic Handwriting Analysis II: Pen-position Activations.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
2008
Proceedings of the Computational Forensics, Second International Workshop, 2008
Proceedings of the Computational Forensics, Second International Workshop, 2008
Proceedings of the 4th European Conference on Colour in Graphics, 2008
2007
Using codebooks of fragmented connected-component contours in forensic and historic writer identification.
Pattern Recognit. Lett., 2007
Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007
Proceedings of the Future Generation Communication and Networking, 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, 2007
Proceedings of the Third International Symposium on Information Assurance and Security, 2007
2006
2004
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
Proceedings of the Biometric Authentication, First International Conference, 2004
2003
WANDA: A generic Framework applied in Forensic Handwriting Analysis and Writer Identification.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
Biometrische Benutzerauthentisierung auf Smartcards mittels handschriftlicher Unterschriften.
Proceedings of the 33. Jahrestagung der Gesellschaft für Informatik, Schwerpunkt "Sicherheit - Schutz und Zuverlässigkeit", INFORMATIK 2003 - Mit Sicherheit Informatik, Frankfurt am Main, Germany, September 29, 2003
2002
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002
Proceedings of the Advances in Soft Computing, 2002
Proceedings of the Advances in Soft Computing, 2002
2001
Int. J. Document Anal. Recognit., 2001
2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000