Tuomo Sipola

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 19

Top Topics

Anomaly Detection

Trends In Artificial Intelligence

Quantum Computing

Top Venues

Publications

Ummar Ahmed, Tuomo Sipola, Jari Hautamäki
Cyber Protection Applications of Quantum Computing: A Review. CoRR (2024)
Jari Hautamäki, Tero Kokkonen, Tuomo Sipola
Cyber Security Information Sharing During a Large Scale Real Life Cyber Security Exercise. WorldCIST (3) (2024)
Mays Al-Azzawi, Dung Doan, Tuomo Sipola, Jari Hautamäki, Tero Kokkonen
Artificial Intelligence Cyberattacks in Red Teaming: A Scoping Review. WorldCIST (1) (2024)
Thien Nguyen, Tuomo Sipola, Jari Hautamäki
Machine Learning Applications of Quantum Computing: A Review. CoRR (2024)
Emils Bagirovs, Grigory Provodin, Tuomo Sipola, Jari Hautamäki
Applications of Post-quantum Cryptography. CoRR (2024)
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 (2023)
Janne Alatalo, Tuomo Sipola, Tero Kokkonen
Food Supply Chain Cyber Threats: A Scoping Review. WorldCIST (3) (2023)
Teemu Niskanen, Tuomo Sipola, Olli Väänänen
Latest Trends in Artificial Intelligence Technology: A Scoping Review. CoRR (2023)
Janne Alatalo, Tuomo Sipola, Mika Rantonen
Improved Difference Images for Change Detection Classifiers in SAR Imagery Using Deep Learning. CoRR (2023)
Janne Alatalo, Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen
Chromatic and Spatial Analysis of One-Pixel Attacks Against an Image Classifier. NETYS (2022)
Janne Alatalo, Tuomo Sipola, Tero Kokkonen
Detecting One-Pixel Attacks Using Variational Autoencoders. WorldCIST (1) (2022)
Tuomo Sipola, Janne Alatalo, Tero Kokkonen, Mika Rantonen
Artificial Intelligence in the IoT Era: A Review of Edge AI Hardware and Software. FRUCT (2022)
Tero Kokkonen, Jani Paijanen, Tuomo Sipola
Multi-National Cyber Security Exercise, Case Flagship 2. ICETC (2022)
Joonatan Ovaska, Karo Saharinen, Tuomo Sipola
Analysing Finnish Cybersecurity Thesis Topics Using Taxonomic Frameworks. DASC/PiCom/CBDCom/CyberSciTech (2022)
Tuomo Sipola, Tero Kokkonen
One-Pixel Attacks Against Medical Imaging: A Conceptual Framework. WorldCIST (1) (2021)
Joni Korpihalkola, Tuomo Sipola, Samir Puuska, Tero Kokkonen
One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer. SPML (2021)
Janne Alatalo, Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen
Chromatic and spatial analysis of one-pixel attacks against an image classifier. CoRR (2021)
Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen
Color-Optimized One-Pixel Attack Against Digital Pathology Images. FRUCT (2021)
Joni Korpihalkola, Tuomo Sipola, Samir Puuska, Tero Kokkonen
One-Pixel Attack Deceives Automatic Detection of Breast Cancer. CoRR (2020)
Tuomo Sipola, Tapani Ristaniemi, Amir Averbuch
Gear classification and fault detection using a diffusion map framework. Pattern Recognit. Lett. 53 (2015)
Antti Juvonen, Tuomo Sipola, Timo Hämäläinen
Online anomaly detection using dimensionality reduction techniques for HTTP log analysis. Comput. Networks 91 (2015)
Antti Juvonen, Tuomo Sipola
Anomaly Detection Framework Using Rule Extraction for Efficient Intrusion Detection. CoRR (2014)
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 (2013)
Antti Juvonen, Tuomo Sipola
Combining conjunctive rule extraction with diffusion maps for network intrusion detection. ISCC (2013)
Paavo Nieminen, Ilkka Pölönen, Tuomo Sipola
Research literature clustering using diffusion maps. J. Informetrics 7 (4) (2013)
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)
Antti Juvonen, Tuomo Sipola
Adaptive framework for network traffic classification using dimensionality reduction and clustering. ICUMT (2012)
Tuomo Sipola, Antti Juvonen, Joel Lehtonen
Anomaly Detection from Network Logs Using Diffusion Maps. EANN/AIAI (1) (2011)
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)