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Georgios Aivatoglou

Electrical & Computer Engineer · Machine Learning · AI Agents

I build scalable and production-ready ML/LLM pipelines

aivagiorgos@gmail.com

Publications

[2024]

NLP Sentiment Analysis Low-Resource Languages

End-to-End Aspect Extraction and Aspect-Based Sentiment Analysis Framework for Low-Resource Languages

[2023]

Autonomous Vehicles Anomaly Detection Computer Vision

EVENT: Real-time Video Feed Anomaly Detection for Enhanced Security in Autonomous Vehicles

[2022]

Cybersecurity Text Mining Unsupervised Learning

Combining text analysis techniques with unsupervised machine learning methodologies for improved software vulnerability management

[2022]

Cybersecurity Multi-label Classification Vulnerability Assessment

A RAkEL-based methodology to estimate software vulnerability characteristics & score—an application to EU project ECHO

[2021]

Machine Learning Cybersecurity Classification

A tree-based machine learning methodology to automatically classify software vulnerabilities

[2020]

IoT Security Smart Home Cybersecurity

A lightweight cyber-security defense framework for smart homes