My Publications

Conferences & Journals

Tadeusz Pietraszek. On the use of ROC analysis for the optimization of abstaining classifiers. Machine Learning Journal, Volume 68(2), pages 137-169, 2007.
Tadeusz Pietraszek. Classification of intrusion detection alerts using abstaining classifiers. Intelligent Data Analysis Journal, Volume 11(3), pages 293-316, 2007.

Tadeusz Pietraszek, Axel Tanner. Data Mining and Machine Learning---Towards Reducing False Positives in Intrusion Detection. Information Security Technical Report Journal, Volume 10(3), pages 169-183, 2005. PDF, Publisher's PDF. Copyright © by Elsevier.
Tadeusz Pietraszek, Chris Vanden Berghe. Defending against Injection Attacks through Context-Sensitive String Evaluation. In Recent Advances in Intrusion Detection (RAID 2005), volume 3858 of Lecture Notes in Computer Science, pages 124-145, Seattle, WA, 2005. Springer-Verlag. PDF, Slides. Copyright © by Springer Verlag.
Tadeusz Pietraszek. Optimizing Abstaining Classifiers using ROC Analysis. In Proceedings of 22nd International Conference in Machine Learning (ICML 2005), pages 665-672, Bonn, Germany, 2005. PDF, Research report PDF, Poster (BIG!), Slides.

Tadeusz Pietraszek. Using Adaptive Alert Classification to Reduce False Positives in Intrusion Detection. In Recent Advances in Intrusion Detection (RAID2004), volume 3324 of Lecture Notes in Computer Science, pages 102-124, Sophia Antipolis, France, 2004. Springer-Verlag. PDF Copyright © by Springer-Verlag.
Annie Chen, Navendu Jain, Tadeusz Pietraszek, Sean Rooney, and Paolo Scotton. Scaling real-time telematics applications using programmable middleboxes: A case study in traffic prediction. In Proceedings of 2004 1st IEEE Consumer Communication and Networking Conference, pages 388-393, Las Vegas, NV, 2004. PDF, Slides

Pawel Kasprowski, Stanislaw Kozielski, Piotr Kuzniacki, Tadeusz Pietraszek. Threats for Database Web-Based Applications (Zagrozenia Aplikacji Internetowych Udostepniajacych Bazy Danych (in Polish with an English abstract)). In Proceedings of 10th Conference "Computer Networks", volume 24 of Studia Informatica, pages 135-152, Szczyrk, Poland, 2003. PDF
Pawel Kasprowski, Stanislaw Kozielski, Piotr Kuzniacki, Tadeusz Pietraszek. Bezpieczenstwo Systemow Bazodanowych Dostepnych przez Internet (in Polish) In Proceedings of Internet w Spoleczenstwie Informacyjnym 2003, pages ???-???, Dabrowa Gornicza, Poland, 2003. PDF
Tadeusz Pietraszek. Smart Sensor in Wide Area Network Environment (Inteligentny Czujnik w Strukturze Sieci Rozleglej (in Polish with an English abstract)). In Proceedings of 9th Conference "Computer Networks", volume 23 of Studia Informatica, pages 239-254, Zakopane , Poland, 2002. PDF, Slides
Tadeusz Pietraszek, Filip Zawadiak. The Application of Microcontroller with Java Virtual Machine in Home Automation Systems (Zastosowanie Sterownika z Maszyna Javy w Projekcie "Inteligentny Dom" (in Polish with an English Abstract)). In Proceedings of 8th Conference "Computer Networks", volume 22 of Studia Informatica, pages 227-246, Krynica , Poland, 2002. PDF, Slides
Tadeusz Pietraszek. Glucose Monitor Reader for Visually Impaired Diabetics Patients Polish Journal of Medical Physics and Engineering, volume 8(4), pages 245-249, 2002. PDF

Tadeusz Pietraszek. Alert Classification to Reduce False Positives in Intrusion Detection. PhD Thesis. University of Freiburg, Germany, 2006. PDF, Slides

Tadeusz Pietraszek. Inteligentny Czujnik w Strukturze Sieci Rozleglej (in Polish). M.Sc. Thesis. Silesian University of Technology. Gliwice, 2002. PDF, Related slides (in English)