Risto Vaarandi

1.3k total citations
26 papers, 783 citations indexed

About

Risto Vaarandi is a scholar working on Computer Networks and Communications, Information Systems and Artificial Intelligence. According to data from OpenAlex, Risto Vaarandi has authored 26 papers receiving a total of 783 indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Computer Networks and Communications, 13 papers in Information Systems and 9 papers in Artificial Intelligence. Recurrent topics in Risto Vaarandi's work include Network Security and Intrusion Detection (19 papers), Software System Performance and Reliability (13 papers) and Anomaly Detection Techniques and Applications (5 papers). Risto Vaarandi is often cited by papers focused on Network Security and Intrusion Detection (19 papers), Software System Performance and Reliability (13 papers) and Anomaly Detection Techniques and Applications (5 papers). Risto Vaarandi collaborates with scholars based in Estonia, United States and United Arab Emirates. Risto Vaarandi's co-authors include Mauno Pihelgas, Alejandro Guerra-Manzanares and Hayretdin Bahşi and has published in prestigious journals such as IEEE Access, Future Generation Computer Systems and Journal of Information Security and Applications.

In The Last Decade

Risto Vaarandi

23 papers receiving 709 citations

Peers

Risto Vaarandi

CNC

AI

IS

SOFTW

SP

Weibin Meng China

Randolph Yao United States

Julie Symons United States

Hiep Nguyen United States

Shimin Tao China

Wenchi Zhang China

Yongqian Sun China

Chad Verbowski United States

Emre Kıcıman United States

Guy Helmer United States

Weibin Meng China

Risto Vaarandi

835 ×1.2

CNC

547 ×1.5

AI

284 ×0.8

IS

159 ×1.0

SOFTW

76 ×0.9

SP

Citations per year, relative to Risto Vaarandi Risto Vaarandi (= 1×) peers Weibin Meng

Countries citing papers authored by Risto Vaarandi

Since Specialization

Citations

This map shows the geographic impact of Risto Vaarandi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Risto Vaarandi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Risto Vaarandi more than expected).

Fields of papers citing papers by Risto Vaarandi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Risto Vaarandi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Risto Vaarandi. The network helps show where Risto Vaarandi may publish in the future.

Co-authorship network of co-authors of Risto Vaarandi

This figure shows the co-authorship network connecting the top 25 collaborators of Risto Vaarandi. A scholar is included among the top collaborators of Risto Vaarandi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Risto Vaarandi. Risto Vaarandi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

1.

Vaarandi, Risto & Hayretdin Bahşi. (2025). Using large language models for template detection from security event logs. International Journal of Information Security. 24(3). 2 indexed citations

2.

Vaarandi, Risto, et al.. (2025). A Systematic Literature Review of Cyber Security Monitoring in Maritime. IEEE Access. 13. 85307–85329.

3.

Vaarandi, Risto, et al.. (2025). A Scope Review of Secure Broadcasting Protocols for the Automatic Identification System. Signals and communication technology. 103–121.

4.

Vaarandi, Risto, et al.. (2024). Hybrid Cybersecurity Research and Education Environment for Maritime Sector. 644–651. 1 indexed citations

5.

Vaarandi, Risto & Alejandro Guerra-Manzanares. (2024). Network IDS alert classification with active learning techniques. Journal of Information Security and Applications. 81. 103687–103687. 5 indexed citations

6.

Vaarandi, Risto & Alejandro Guerra-Manzanares. (2024). Stream clustering guided supervised learning for classifying NIDS alerts. Future Generation Computer Systems. 155. 231–244. 5 indexed citations

7.

Vaarandi, Risto, et al.. (2023). DACA: Automated Attack Scenarios and Dataset Generation. 18(1). 550–559. 2 indexed citations

8.

Vaarandi, Risto, et al.. (2023). Comparative Analysis of Pattern Mining Algorithms for Event Logs. 1–7. 1 indexed citations

9.

Vaarandi, Risto, et al.. (2022). How to Build a SOC on a Budget. 171–177. 8 indexed citations

10.

Vaarandi, Risto. (2021). A Stream Clustering Algorithm for Classifying Network IDS Alerts. 14–19. 4 indexed citations

11.

Vaarandi, Risto, et al.. (2018). An unsupervised framework for detecting anomalous messages from syslog log files. 19 indexed citations

12.

Vaarandi, Risto, et al.. (2017). Efficient Event Log Mining with LogClusterC. 2 indexed citations

13.

Vaarandi, Risto. (2016). Logide monitooring ja sündmuste korrelatsioon Microsoft® Windows™ platvormil SEC korrelatsioonimootori abil. Log Monitoring and Event Correlation on Microsoft® Windows™ Using Simple Event Correlator.

14.

Vaarandi, Risto & Mauno Pihelgas. (2015). LogCluster - A data clustering and pattern mining algorithm for event logs. 1–7. 159 indexed citations

15.

Vaarandi, Risto, et al.. (2015). Simple event correlator - Best practices for creating scalable configurations. 96–100. 12 indexed citations

16.

Vaarandi, Risto. (2013). Detecting anomalous network traffic in organizational private networks. 285–292. 5 indexed citations

17.

Vaarandi, Risto. (2008). Mining event logs with SLCT and LogHound. 1071–1074. 52 indexed citations

18.

Vaarandi, Risto. (2004). A data clustering algorithm for mining patterns from event logs. 119–126. 315 indexed citations

19.

Vaarandi, Risto. (2003). SEC - a lightweight event correlation tool. 111–115. 57 indexed citations

20.

Vaarandi, Risto. (2003). Platform independent event correlation tool for network management. 907–909. 10 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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