Tuomo Sipola

According to our database, Tuomo Sipola authored at least 22 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Improved Difference Images for Change Detection Classifiers in SAR Imagery Using Deep Learning.

Janne Alatalo, Tuomo Sipola, Mika Rantonen

IEEE Trans. Geosci. Remote. Sens., 2023

Latest Trends in Artificial Intelligence Technology: A Scoping Review.

Teemu Niskanen, Tuomo Sipola, Olli Väänänen

CoRR, 2023

Food Supply Chain Cyber Threats: A Scoping Review.

Janne Alatalo, Tuomo Sipola, Tero Kokkonen

Proceedings of the Information Systems and Technologies, 2023

Model Fooling Threats Against Medical Imaging.

Tuomo Sipola, Tero Kokkonen, Mika Karjalainen

Proceedings of the Artificial Intelligence and Cybersecurity: Theory and Applications, 2023

2022

Detecting One-Pixel Attacks Using Variational Autoencoders.

Janne Alatalo, Tuomo Sipola, Tero Kokkonen

Proceedings of the Information Systems and Technologies, 2022

Chromatic and Spatial Analysis of One-Pixel Attacks Against an Image Classifier.

Janne Alatalo, Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen

Proceedings of the Networked Systems - 10th International Conference, 2022

Multi-National Cyber Security Exercise, Case Flagship 2.

Tero Kokkonen, Jani Paijanen, Tuomo Sipola

Proceedings of the 14th International Conference on Education Technology and Computers, 2022

Artificial Intelligence in the IoT Era: A Review of Edge AI Hardware and Software.

Tuomo Sipola, Janne Alatalo, Tero Kokkonen, Mika Rantonen

Proceedings of the 31st Conference of Open Innovations Association, 2022

Analysing Finnish Cybersecurity Thesis Topics Using Taxonomic Frameworks.

Joonatan Ovaska, Karo Saharinen, Tuomo Sipola

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

2021

One-Pixel Attacks Against Medical Imaging: A Conceptual Framework.

Tuomo Sipola, Tero Kokkonen

Proceedings of the Trends and Applications in Information Systems and Technologies, 2021

One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer.

Joni Korpihalkola, Tuomo Sipola, Samir Puuska, Tero Kokkonen

Proceedings of the SPML 2021: 4th International Conference on Signal Processing and Machine Learning, Beijing, China, August 18, 2021

Color-Optimized One-Pixel Attack Against Digital Pathology Images.

Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen

Proceedings of the 29th Conference of Open Innovations Association, 2021

2020

One-Pixel Attack Deceives Automatic Detection of Breast Cancer.

Joni Korpihalkola, Tuomo Sipola, Samir Puuska, Tero Kokkonen

CoRR, 2020

2015

Gear classification and fault detection using a diffusion map framework.

Tuomo Sipola, Tapani Ristaniemi, Amir Averbuch

Pattern Recognit. Lett., 2015

Online anomaly detection using dimensionality reduction techniques for HTTP log analysis.

Antti Juvonen, Tuomo Sipola, Timo Hämäläinen

Comput. Networks, 2015

2014

Anomaly Detection Framework Using Rule Extraction for Efficient Intrusion Detection.

Antti Juvonen, Tuomo Sipola

CoRR, 2014

2013

Research literature clustering using diffusion maps.

Paavo Nieminen, Ilkka Pölönen, Tuomo Sipola

J. Informetrics, 2013

Diffusion map for clustering fMRI spatial maps extracted by independent component analysis.

Tuomo Sipola, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Combining conjunctive rule extraction with diffusion maps for network intrusion detection.

Antti Juvonen, Tuomo Sipola

Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

2012

Adaptive framework for network traffic classification using dimensionality reduction and clustering.

Antti Juvonen, Tuomo Sipola

Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

2011

Anomaly Detection from Network Logs Using Diffusion Maps.

Tuomo Sipola, Antti Juvonen, Joel Lehtonen

Proceedings of the Engineering Applications of Neural Networks, 2011

2010

Concatenated trial based Hilbert-Huang transformation on event-related potentials.

Fengyu Cong, Tuomo Sipola, Xiaonan Xu, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi

Proceedings of the International Joint Conference on Neural Networks, 2010