ADvISE: Anomaly Detection tool for blockchaIn SystEms
Published in IEEE World Congress on Services (SERVICES), 2018
Recommended citation: M. Signorini, M. Pontecorvi, W. Kanoun and R. Di Pietro, "ADvISE: Anomaly Detection tool for blockchaIn SystEms," 2018 IEEE World Congress on Services (SERVICES), San Francisco, CA, 2018, pp. 65-66. doi: 10.1109/SERVICES.2018.00046
Anomaly detection tools play a role of paramount importance in protecting networks and systems from unforeseen attacks, usually by automatically recognizing and filtering out anomalous activities. In this paper we present ADvISE: the first Anomaly Detection tool for blockchaIn SystEms which leverages blockchain meta-data, named forks, in order to collect potentially malicious requests in the network/system while being resilient to eclipse attacks. ADvISE collects and analyzes malicious forks to build a threat database that enables detection and prevention of future attacks.