8 citations · 24 across the 13 of their papers we have counts for
20 papers · 1 filter
Detecting Danger: The Dendritic Cell Algorithm
Julie Greensmith, Uwe Aickelin, Steve Cayzer
The Dendritic Cell Algorithm (DCA) is inspired by the function of the dendritic cells of the human immune system. In nature, dendritic cells are the intrusion detection agents of t…
Artificial Immune Systems (2010)
Julie Greensmith, Amanda Whitbrook, Uwe Aickelin
The human immune system has numerous properties that make it ripe for exploitation in the computational domain, such as robustness and fault tolerance, and many different algorithm…
The DCA:SOMe Comparison A comparative study between two biologically-inspired algorithms
Julie Greensmith, Jan Feyereisl, Uwe Aickelin
The Dendritic Cell Algorithm (DCA) is an immune-inspired algorithm, developed for the purpose of anomaly detection. The algorithm performs multi-sensor data fusion and correlation…
The Deterministic Dendritic Cell Algorithm
Julie Greensmith, Uwe Aickelin
The Dendritic Cell Algorithm is an immune-inspired algorithm orig- inally based on the function of natural dendritic cells. The original instantiation of the algorithm is a highly…
The Application of a Dendritic Cell Algorithm to a Robotic Classifier
Robert Oates, Julie Greensmith, Uwe Aickelin +2
The dendritic cell algorithm is an immune-inspired technique for processing time-dependant data. Here we propose it as a possible solution for a robotic classification problem. The…
Performance Evaluation of DCA and SRC on a Single Bot Detection
Yousof Al-Hammadi, Uwe Aickelin, Julie Greensmith
Malicious users try to compromise systems using new techniques. One of the recent techniques used by the attacker is to perform complex distributed attacks such as denial of servic…