Reload V7.1 (ARTISAN 2022)

Memory Optimization

RELOAD V7.0

Latest Version of RELOAD

Stable for

• Unsupervised Algorithms
• Meta Learning
• Loading CSV/ARFF files

RELOAD V6.5

Preliminary version of RELOAD which includes Meta-Learning

• refactoring of the code to reduce RAM usage
• speedup of training phase

RELOAD V6 For DSN Attendees

Release to support Tutorial

Into the Unknown: Unsupervised Machine Learning Algorithms for Anomaly-Based Intrusion Detection

RELOAD V5.7

Refactoring of RELOAD to use less RAM

Loaders to load rows directly + Memory Optimization

Fixing WEKA-Discretize bug with small bins when features have small values

RELOAD V5.6

Update to WEKA 3.8 and addtioni of other feature selection strategies

RELOAD V5.5

Added new Metrics to evaluate Safety-Related systems + Refactoring of Voting

Added GMeans algorithm, and a new way to aggregate features (MULTIPLE_UNION)

RELOAD V5.4

Updated Stability of Algorithms

RELOAD V5.3

Updated Javadoc

Optimization of Training phase of algorithms. Now the tool trains algorithms faster thanks to a careful refactoring.

RELOAD V5.2

Updated UI

Bug Fixes

Added SOS, ISOS and LDCOF algorithms (under testing in this version)