Search Results for author: Pantelis Dogoulis

Found 3 papers, 1 papers with code

Robustness Analysis of AI Models in Critical Energy Systems

no code implementations20 Jun 2024 Pantelis Dogoulis, Matthieu Jimenez, Salah Ghamizi, Maxime Cordy, Yves Le Traon

This paper analyzes the robustness of state-of-the-art AI-based models for power grid operations under the $N-1$ security criterion.

Improving Synthetically Generated Image Detection in Cross-Concept Settings

1 code implementation24 Apr 2023 Pantelis Dogoulis, Giorgos Kordopatis-Zilos, Ioannis Kompatsiaris, Symeon Papadopoulos

New advancements for the detection of synthetic images are critical for fighting disinformation, as the capabilities of generative AI models continuously evolve and can lead to hyper-realistic synthetic imagery at unprecedented scale and speed.

A convolutional neural network of low complexity for tumor anomaly detection

no code implementations24 Jan 2023 Vasileios E. Papageorgiou, Pantelis Dogoulis, Dimitrios-Panagiotis Papageorgiou

The automated detection of cancerous tumors has attracted interest mainly during the last decade, due to the necessity of early and efficient diagnosis that will lead to the most effective possible treatment of the impending risk.

Anomaly Detection Classification +1

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