Dr. Thomas Stibor

Alumni

E-Mail:	Thomas Stibor
	now at GSI Helmholtz Centre for Heavy Ion Research

Publications

2012		Evasion Attack of Multi-Class Linear Classifiers
2011		A Supervised Topic Transition Model for Detecting Malicious System Call Sequences
		Artificial Immune Systems - 10th International Conference, ICARIS 2011, Cambridge, UK, July 18-21, 2011. Proceeding
2010		On Immunological Memory as a Function of a Recursive Proliferation Process
		Efficient Collapsed Gibbs Sampling For Latent Dirichlet Allocation
		A Study of Detecting Computer Viruses in Real-Infected Files in the n-gram Representation with Machine Learning Methods
2009		Foundations of r-contiguous Matching in Negative Selection for Anomaly Detection
		Geometrical Insights into the Dendritic Cell Algorithm
2008		An Empirical Study of Self/Non-Self Discrimination in Binary Data with a Kernel Estimator
		Discriminating Self from Non-Self with Finite Mixtures of Multivariate Bernoulli Distributions
		Theoretical Advances in Artificial Immune Systems
2007		Phase Transition and the Computational Complexity of Generating r-contiguous Detectors
		Comments on Real-Valued Negative Selection vs. Real-Valued Positive Selection and One-Class SVM
		Detecting Node Compromise in Hybrid Wireless Sensor Networks Using Attestation Techniques
2006		Artificial Immune Systems for IT-Security
		On the Use of Hyperspheres in Artificial Immune Systems as Antibody Recognition Regions
		On Permutation Masks in Hamming Negative Selection
		The Link between r-contiguous Detectors and k-CNF Satisfiability
		Generalization Regions in Hamming Negative Selection
		On the Appropriateness of Negative Selection for Anomaly Detection and Network Intrusion Detection
2005		Is Negative Selection Appropriate for Anomaly Detection ?
		A Comparative Study of Real-Valued Negative Selection to Statistical Anomaly Detection Techniques
		On the Appropriateness of Negative Selection defined over Hamming Shape-Space as a Network Intrusion Detection System
2004		An Investigation of R-Chunk Detector Generation on Higher Alphabets