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2020 – today
- 2024
[c16]Jari Hautamäki
, Tero Kokkonen, Tuomo Sipola:
Cyber Security Information Sharing During a Large Scale Real Life Cyber Security Exercise. WorldCIST (3) 2024: 45-55- [c15]Mays Al-Azzawi, Dung Doan, Tuomo Sipola, Jari Hautamäki, Tero Kokkonen:
Artificial Intelligence Cyberattacks in Red Teaming: A Scoping Review. WorldCIST (1) 2024: 129-138 - [i9]Emils Bagirovs, Grigory Provodin, Tuomo Sipola, Jari Hautamäki:
Applications of Post-quantum Cryptography. CoRR abs/2406.13258 (2024) - [i8]Ummar Ahmed, Tuomo Sipola, Jari Hautamäki:
Cyber Protection Applications of Quantum Computing: A Review. CoRR abs/2406.13259 (2024) - [i7]Thien Nguyen, Tuomo Sipola, Jari Hautamäki:
Machine Learning Applications of Quantum Computing: A Review. CoRR abs/2406.13262 (2024) - 2023
- [j4]Janne Alatalo, Tuomo Sipola, Mika Rantonen:
Improved Difference Images for Change Detection Classifiers in SAR Imagery Using Deep Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [c14]Janne Alatalo, Tuomo Sipola, Tero Kokkonen:
Food Supply Chain Cyber Threats: A Scoping Review. WorldCIST (3) 2023: 94-104 - [p1]Tuomo Sipola, Tero Kokkonen, Mika Karjalainen:
Model Fooling Threats Against Medical Imaging. Artificial Intelligence and Cybersecurity 2023: 291-301 - [e1]Tuomo Sipola, Tero Kokkonen, Mika Karjalainen:
Artificial Intelligence and Cybersecurity: Theory and Applications. Springer International Publishing 2023, ISBN 978-3-031-15029-6 [contents] - [i6]Janne Alatalo, Tuomo Sipola, Mika Rantonen:
Improved Difference Images for Change Detection Classifiers in SAR Imagery Using Deep Learning. CoRR abs/2303.17835 (2023) - [i5]Teemu Niskanen, Tuomo Sipola, Olli Väänänen:
Latest Trends in Artificial Intelligence Technology: A Scoping Review. CoRR abs/2305.04532 (2023) - 2022
- [c13]Joonatan Ovaska, Karo Saharinen, Tuomo Sipola:
Analysing Finnish Cybersecurity Thesis Topics Using Taxonomic Frameworks. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-8 - [c12]Tuomo Sipola, Janne Alatalo, Tero Kokkonen, Mika Rantonen:
Artificial Intelligence in the IoT Era: A Review of Edge AI Hardware and Software. FRUCT 2022: 320-331 - [c11]Tero Kokkonen, Jani Päijänen, Tuomo Sipola:
Multi-National Cyber Security Exercise, Case Flagship 2. ICETC 2022: 292-298 - [c10]Janne Alatalo, Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen:
Chromatic and Spatial Analysis of One-Pixel Attacks Against an Image Classifier. NETYS 2022: 303-316 - [c9]Janne Alatalo, Tuomo Sipola, Tero Kokkonen:
Detecting One-Pixel Attacks Using Variational Autoencoders. WorldCIST (1) 2022: 611-623 - 2021
- [c8]Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen:
Color-Optimized One-Pixel Attack Against Digital Pathology Images. FRUCT 2021: 206-213 - [c7]Joni Korpihalkola, Tuomo Sipola, Samir Puuska, Tero Kokkonen:
One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer. SPML 2021: 100-106 - [c6]Tuomo Sipola, Tero Kokkonen:
One-Pixel Attacks Against Medical Imaging: A Conceptual Framework. WorldCIST (1) 2021: 197-203 - [i4]Janne Alatalo, Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen:
Chromatic and spatial analysis of one-pixel attacks against an image classifier. CoRR abs/2105.13771 (2021) - 2020
- [i3]Joni Korpihalkola, Tuomo Sipola, Samir Puuska, Tero Kokkonen:
One-Pixel Attack Deceives Automatic Detection of Breast Cancer. CoRR abs/2012.00517 (2020)
2010 – 2019
- 2015
- [j3]Antti Juvonen, Tuomo Sipola, Timo Hämäläinen:
Online anomaly detection using dimensionality reduction techniques for HTTP log analysis. Comput. Networks 91: 46-56 (2015) - [j2]Tuomo Sipola, Tapani Ristaniemi, Amir Averbuch:
Gear classification and fault detection using a diffusion map framework. Pattern Recognit. Lett. 53: 53-61 (2015) - 2014
- [i2]Antti Juvonen, Tuomo Sipola:
Anomaly Detection Framework Using Rule Extraction for Efficient Intrusion Detection. CoRR abs/1410.7709 (2014) - 2013
- [j1]Paavo Nieminen, Ilkka Pölönen, Tuomo Sipola:
Research literature clustering using diffusion maps. J. Informetrics 7(4): 874-886 (2013) - [c5]Antti Juvonen, Tuomo Sipola:
Combining conjunctive rule extraction with diffusion maps for network intrusion detection. ISCC 2013: 411-416 - [c4]Tuomo Sipola, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi:
Diffusion map for clustering fMRI spatial maps extracted by independent component analysis. MLSP 2013: 1-6 - [i1]Tuomo Sipola, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi:
Diffusion map for clustering fMRI spatial maps extracted by independent component analysis. CoRR abs/1306.1350 (2013) - 2012
- [c3]Antti Juvonen, Tuomo Sipola:
Adaptive framework for network traffic classification using dimensionality reduction and clustering. ICUMT 2012: 274-279 - 2011
- [c2]Tuomo Sipola, Antti Juvonen, Joel Lehtonen:
Anomaly Detection from Network Logs Using Diffusion Maps. EANN/AIAI (1) 2011: 172-181 - 2010
- [c1]Fengyu Cong, Tuomo Sipola, Xiaonan Xu, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi:
Concatenated trial based Hilbert-Huang transformation on event-related potentials. IJCNN 2010: 1-5
Coauthor Index
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