Concatenated trial based Hilbert-Huang transformation on event-related potentials. - Fengyu Cong; Tuomo Sipola; Xiaonan Xu; Tiina Huttunen-Scott; Heikki Lyytinen; Tapani Ristaniemi (IJCNN, 2010)

Anomaly Detection from Network Logs Using Diffusion Maps. - Tuomo Sipola; Antti Juvonen; Joel Lehtonen (EANN, 2011)

Adaptive framework for network traffic classification using dimensionality reduction and clustering. - Antti Juvonen; Tuomo Sipola (ICUMT, 2012)

Combining conjunctive rule extraction with diffusion maps for network intrusion detection. - Antti Juvonen; Tuomo Sipola (ISCC, 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 (MLSP, 2013)

Research literature clustering using diffusion maps. - Paavo Nieminen; Ilkka Pölönen; Tuomo Sipola (J. Informetrics, 2013)

Anomaly Detection Framework Using Rule Extraction for Efficient Intrusion Detection. - Antti Juvonen; Tuomo Sipola (CoRR, 2014)

Online anomaly detection using dimensionality reduction techniques for HTTP log analysis. - Antti Juvonen; Tuomo Sipola; Timo Hämäläinen 002 (Comput. Networks, 2015)

Gear classification and fault detection using a diffusion map framework. - Tuomo Sipola; Tapani Ristaniemi; Amir Averbuch (Pattern Recognit. Lett., 2015)

One-Pixel Attack Deceives Automatic Detection of Breast Cancer. - Joni Korpihalkola; Tuomo Sipola; Samir Puuska; Tero Kokkonen (CoRR, 2020)

Color-Optimized One-Pixel Attack Against Digital Pathology Images. - Joni Korpihalkola; Tuomo Sipola; Tero Kokkonen (FRUCT, 2021)

One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer. - Joni Korpihalkola; Tuomo Sipola; Samir Puuska; Tero Kokkonen (SPML, 2021)

One-Pixel Attacks Against Medical Imaging: A Conceptual Framework. - Tuomo Sipola; Tero Kokkonen (WorldCIST (1), 2021)

Analysing Finnish Cybersecurity Thesis Topics Using Taxonomic Frameworks. - Joonatan Ovaska; Karo Saharinen; Tuomo Sipola (DASC/PiCom/CBDCom/CyberSciTech, 2022)

Artificial Intelligence in the IoT Era: A Review of Edge AI Hardware and Software. - Tuomo Sipola; Janne Alatalo; Tero Kokkonen; Mika Rantonen (FRUCT, 2022)

Multi-National Cyber Security Exercise, Case Flagship 2. - Tero Kokkonen; Jani Päijänen; Tuomo Sipola (ICETC, 2022)

Chromatic and Spatial Analysis of One-Pixel Attacks Against an Image Classifier. - Janne Alatalo; Joni Korpihalkola; Tuomo Sipola; Tero Kokkonen (NETYS, 2022)

Detecting One-Pixel Attacks Using Variational Autoencoders. - Janne Alatalo; Tuomo Sipola; Tero Kokkonen (WorldCIST (1), 2022)

Model Fooling Threats Against Medical Imaging. - Tuomo Sipola; Tero Kokkonen; Mika Karjalainen (Artificial Intelligence and Cybersecurity, 2023)

Food Supply Chain Cyber Threats: A Scoping Review. - Janne Alatalo; Tuomo Sipola; Tero Kokkonen (WorldCIST (3), 2023)

Latest Trends in Artificial Intelligence Technology: A Scoping Review. - Teemu Niskanen; Tuomo Sipola; Olli Väänänen (CoRR, 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)

Artificial Intelligence Cyberattacks in Red Teaming: A Scoping Review. - Mays Al-Azzawi; Dung Doan; Tuomo Sipola; Jari Hautamäki; Tero Kokkonen (WorldCIST (1), 2024)

Cyber Security Information Sharing During a Large Scale Real Life Cyber Security Exercise. - Jari Hautamäki; Tero Kokkonen; Tuomo Sipola (WorldCIST (3), 2024)

Applications of Post-quantum Cryptography. - Emils Bagirovs; Grigory Provodin; Tuomo Sipola; Jari Hautamäki (CoRR, 2024)

Cyber Protection Applications of Quantum Computing: A Review. - Ummar Ahmed; Tuomo Sipola; Jari Hautamäki (CoRR, 2024)

Machine Learning Applications of Quantum Computing: A Review. - Thien Nguyen; Tuomo Sipola; Jari Hautamäki (CoRR, 2024)

Red Teaming with Artificial Intelligence-Driven Cyberattacks: A Scoping Review. - Mays Al-Azzawi; Dung Doan; Tuomo Sipola; Jari Hautamäki; Tero Kokkonen (CoRR, 2025)