Risto Vaarandi

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 11

Top Topics

Stream Clustering

Top Venues

BigDataSecurity/HPSC/IDS

Future Gener. Comput. Syst.

Publications

Risto Vaarandi, Alejandro Guerra-Manzanares
Network IDS alert classification with active learning techniques. J. Inf. Secur. Appl. 81 (2024)
Risto Vaarandi, Alejandro Guerra-Manzanares
Stream clustering guided supervised learning for classifying NIDS alerts. Future Gener. Comput. Syst. 155 (2024)
Orkhan Gasimov, Risto Vaarandi, Mauno Pihelgas
Comparative Analysis of Pattern Mining Algorithms for Event Logs. CSR (2023)
Seyed Mohammad Hadi Mirsadeghi, Hayretdin Bahsi, Risto Vaarandi, Wissem Inoubli
Learning From Few Cyber-Attacks: Addressing the Class Imbalance Problem in Machine Learning-Based Intrusion Detection in Software-Defined Networking. IEEE Access 11 (2023)
Risto Vaarandi, Sten Mäses
How to Build a SOC on a Budget. CSR (2022)
Risto Vaarandi
A Stream Clustering Algorithm for Classifying Network IDS Alerts. CSR (2021)
Risto Vaarandi, Bernhards Blumbergs, Markus Kont
An unsupervised framework for detecting anomalous messages from syslog log files. NOMS (2018)
Bernhards Blumbergs, Risto Vaarandi
Bbuzz: A bit-aware fuzzing framework for network protocol systematic reverse engineering and analysis. MILCOM (2017)
Chen Zhuge, Risto Vaarandi
Efficient Event Log Mining with LogClusterC. BigDataSecurity/HPSC/IDS (2017)
Bernhards Blumbergs, Mauno Pihelgas, Markus Kont, Olaf Maennel, Risto Vaarandi
Creating and Detecting IPv6 Transition Mechanism-Based Information Exfiltration Covert Channels. NordSec (2016)
Risto Vaarandi, Markus Kont, Mauno Pihelgas
Event log analysis with the LogCluster tool. MILCOM (2016)
Risto Vaarandi, Bernhards Blumbergs, Emin Çaliskan
Simple event correlator - Best practices for creating scalable configurations. CogSIMA (2015)
Risto Vaarandi, Mauno Pihelgas
LogCluster - A data clustering and pattern mining algorithm for event logs. CNSM (2015)
Risto Vaarandi, Mauno Pihelgas
Using Security Logs for Collecting and Reporting Technical Security Metrics. MILCOM (2014)
Risto Vaarandi
Detecting anomalous network traffic in organizational private networks. CogSIMA (2013)
Risto Vaarandi, Karlis Podins
Network IDS alert classification with frequent itemset mining and data clustering. CNSM (2010)
Risto Vaarandi
Mining event logs with SLCT and LogHound. NOMS (2008)
Risto Vaarandi
A Breadth-First Algorithm for Mining Frequent Patterns from Event Logs. INTELLCOMM (2004)
Risto Vaarandi
A Clustering Algorithm for Logfile Data Sets. SPLST (2003)
Risto Vaarandi
Platform independent event correlation tool for network management. NOMS (2002)
Risto Vaarandi
Platform Independent Tool for Local Event Correlation. Acta Cybern. 15 (4) (2002)