Tuomo Sipola

32 papers B 1C 2Misc 2Journal 14Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Red Teaming with Artificial Intelligence-Driven Cyberattacks: A Scoping Review.
CoRR
Mays Al-Azzawi, Dung Doan, Tuomo Sipola, Jari Hautamäki, Tero Kokkonen
2024 J jnl
Applications of Post-quantum Cryptography.
CoRR
Emils Bagirovs, Grigory Provodin, Tuomo Sipola, Jari Hautamäki
2024 — conf
Artificial Intelligence Cyberattacks in Red Teaming: A Scoping Review.
WorldCIST (1)
Mays Al-Azzawi, Dung Doan, Tuomo Sipola, Jari Hautamäki, Tero Kokkonen
2024 J jnl
Cyber Protection Applications of Quantum Computing: A Review.
CoRR
Ummar Ahmed, Tuomo Sipola, Jari Hautamäki
2024 — conf
Cyber Security Information Sharing During a Large Scale Real Life Cyber Security Exercise.
WorldCIST (3)
Jari Hautamäki, Tero Kokkonen, Tuomo Sipola
2024 J jnl
Machine Learning Applications of Quantum Computing: A Review.
CoRR
Thien Nguyen, Tuomo Sipola, Jari Hautamäki
2023 — book
Artificial Intelligence and Cybersecurity: Theory and Applications
Artificial Intelligence and Cybersecurity
Tuomo Sipola, Tero Kokkonen, Mika Karjalainen
2023 — conf
Food Supply Chain Cyber Threats: A Scoping Review.
WorldCIST (3)
Janne Alatalo, Tuomo Sipola, Tero Kokkonen
2023 J jnl
Improved Difference Images for Change Detection Classifiers in SAR Imagery Using Deep Learning.
CoRR
Janne Alatalo, Tuomo Sipola, Mika Rantonen
2023 J jnl
Improved Difference Images for Change Detection Classifiers in SAR Imagery Using Deep Learning.
IEEE Trans. Geosci. Remote. Sens.
Janne Alatalo, Tuomo Sipola, Mika Rantonen
2023 J jnl
Latest Trends in Artificial Intelligence Technology: A Scoping Review.
CoRR
Teemu Niskanen, Tuomo Sipola, Olli Väänänen
2023 — ch.
Model Fooling Threats Against Medical Imaging.
Artificial Intelligence and Cybersecurity
Tuomo Sipola, Tero Kokkonen, Mika Karjalainen
2022 — conf
Analysing Finnish Cybersecurity Thesis Topics Using Taxonomic Frameworks.
DASC/PiCom/CBDCom/CyberSciTech
Joonatan Ovaska, Karo Saharinen, Tuomo Sipola
2022 Misc conf
Artificial Intelligence in the IoT Era: A Review of Edge AI Hardware and Software.
FRUCT
Tuomo Sipola, Janne Alatalo, Tero Kokkonen, Mika Rantonen
2022 — conf
Chromatic and Spatial Analysis of One-Pixel Attacks Against an Image Classifier.
NETYS
Janne Alatalo, Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen
2022 — conf
Detecting One-Pixel Attacks Using Variational Autoencoders.
WorldCIST (1)
Janne Alatalo, Tuomo Sipola, Tero Kokkonen
2022 — conf
Multi-National Cyber Security Exercise, Case Flagship 2.
ICETC
Tero Kokkonen, Jani Päijänen, Tuomo Sipola
2021 J jnl
Chromatic and spatial analysis of one-pixel attacks against an image classifier.
CoRR
Janne Alatalo, Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen
2021 Misc conf
Color-Optimized One-Pixel Attack Against Digital Pathology Images.
FRUCT
Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen
2021 — conf
One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer.
SPML
Joni Korpihalkola, Tuomo Sipola, Samir Puuska, Tero Kokkonen
2021 — conf
One-Pixel Attacks Against Medical Imaging: A Conceptual Framework.
WorldCIST (1)
Tuomo Sipola, Tero Kokkonen
2020 J jnl
One-Pixel Attack Deceives Automatic Detection of Breast Cancer.
CoRR
Joni Korpihalkola, Tuomo Sipola, Samir Puuska, Tero Kokkonen
2015 J jnl
Gear classification and fault detection using a diffusion map framework.
Pattern Recognit. Lett.
Tuomo Sipola, Tapani Ristaniemi, Amir Averbuch
2015 J jnl
Online anomaly detection using dimensionality reduction techniques for HTTP log analysis.
Comput. Networks
Antti Juvonen, Tuomo Sipola, Timo Hämäläinen
2014 J jnl
Anomaly Detection Framework Using Rule Extraction for Efficient Intrusion Detection.
CoRR
Antti Juvonen, Tuomo Sipola
2013 C conf
Combining conjunctive rule extraction with diffusion maps for network intrusion detection.
ISCC
Antti Juvonen, Tuomo Sipola
2013 — conf
Diffusion map for clustering fMRI spatial maps extracted by independent component analysis.
MLSP
Tuomo Sipola, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi
2013 J jnl
Diffusion map for clustering fMRI spatial maps extracted by independent component analysis.
CoRR
Tuomo Sipola, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi
2013 J jnl
Research literature clustering using diffusion maps.
J. Informetrics
Paavo Nieminen, Ilkka Pölönen, Tuomo Sipola
2012 — conf
Adaptive framework for network traffic classification using dimensionality reduction and clustering.
ICUMT
Antti Juvonen, Tuomo Sipola
2011 C conf
Anomaly Detection from Network Logs Using Diffusion Maps.
EANN
Tuomo Sipola, Antti Juvonen, Joel Lehtonen
2010 B conf
Concatenated trial based Hilbert-Huang transformation on event-related potentials.
IJCNN
Fengyu Cong, Tuomo Sipola, Xiaonan Xu, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi