Publications

Cyber Security

Research papers, policy analysis, interviews and book reviews from the GC4SS network of experts.

From Open Source to Actionable Intelligence: The Role of Data Analysts and Data Scientists in NLP-Driven Cyber Threat Intelligence

Aziz Ozmen March 6, 2026

How NLP turns open-source threat data into actionable cyber threat intelligence, and how Data Analysts and Data Scientists divide the work.

The Force Multiplier: Institutionalizing the Data Analyst and Data Scientist in Modern Cybersecurity Operations

Aziz Ozmen July 6, 2025

Why dedicated Data Analysts and Data Scientists have become an operational necessity for moving cybersecurity from reactive to predictive defence.

The ongoing efforts to regulate the use of autonomous weapons systems.

Emirhan Darcan December 22, 2020

Autonomous weapons systems will play an important role in future conflicts. This briefing paper describes the ongoing efforts to ban and restrict the use of autonomous weapons systems.

Cyber Security

From Open Source to Actionable Intelligence: The Role of Data Analysts and Data Scientists in NLP-Driven Cyber Threat Intelligence

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The Force Multiplier: Institutionalizing the Data Analyst and Data Scientist in Modern Cybersecurity Operations

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The ongoing efforts to regulate the use of autonomous weapons systems.