Konrad Rieck kr at roqe dot org Public Key 7D55 5896 834A A1C8 303C 8DC5 4C53 3611 C1FA 82F2 rieck's documents | biology

My Projects MIND Machine Learning for Intrusion Detection I am a new member of the Intelligent Data Analysis Group at the Fraunhofer FIRST. My current research focus is the analysis, design and implementation of machine learning techniques in net-based IDS as part of the MIND project. I am also a lucky doctoral student of Prof. Klaus-Robert Müller. Machine Learning in IDS How to learn the Good and fight the Bad I have finished my diploma thesis (Diplomarbeit) about machine learning algorithms in host-based intrusion detection systems that approximate or classify program behavior. An English and a German talk covering parts of the thesis are available. There's also an interesting document on anonymized Linux audit. Neuronal Networks in IDS What 1000 Neurons can do to Intrusion Detection I have finished a study (Studienarbeit) about artificial neural networks in intrusion detection systems that are trained to detect anomalous program behavior. As part of the study I developed a Pseudonymizer for Solaris BSM audit trails. Papillon A Solaris Security Module Papillon is a loadable kernel module designed for the Solaris OE 8 and 9. It was inspired by the Openwall and the HAP Linux kernel patch and includes a restricted proc, chroot environment protections, secure STDIO file descriptors, secured symlinks and more. XIIPM XFree86 Input Driver for Numonics IPM Whiteboards This package has been developed as part of the Electronic Chalk Project. It contains an XFree86 version 4.x input driver and tools for integrating Numonics whiteboards into the X11 environment. Stan Stream Analyzer Stan is a small cryptographic console application that is able to generate several statistical information from a stream or given files. Supported information are: Mean, standard deviation, entropy, serial correlation coefficient, chi-square value, bit runs/ratios/... and a pattern analysis. Jitac Image to ASCII Converter Jitac is a Java application that converts images into ASCII art by associating blocks of the image with ASCII characters. It supports several image formats and is able to load BDF fonts for different conversions. Brundle Fly A good-natured Linux ELF Virus Brundle Fly is a Linux virus that has been developed as the final project of the course "Operating Systems" in 2001 by Konrad Kretschmer and me. It is kernel- and library-independent and is a direct relative of Silvio Cesare's VIT virus. University Stuff Meine Tutorien ...am Studienzentrum der FeU Hagen an der FU Berlin Ich betreute folgende Kurse als Tutor der FernUniversität Hagen am Studienzentrum der Freien Universität Berlin. SS 2003 Technische Informatik I (1707) WS 0203 Technische Informatik II (1708) Einführung in die Theoretische Informatik A (1653) SS 2002 Technische Informatik I (1707) Biology My Secondary Subject Beside my intense contact with the computer science, I study biology as a secondary subject at the Free University of Berlin. Whenever possible I enjoy looking at the real neuronal networks trained by real life instead of my own poor RProp and QRProp implementations.