By: Yasmin Afina and Sarah Grand-Clément

Data plays a critical role in the training, testing and use of artificial intelligence (AI), including in the military domain. Research and development for AI-enabled military solutions is proceeding at breakneck speed, and the important role data plays in shaping these technologies has implications and, at times, raises concerns. These issues are increasingly subject to scrutiny and range from difficulty in finding or creating training and testing data relevant to the military domain, to (harmful) biases in training data sets, as well as their susceptibility to cyberattacks and interference (for example, data poisoning). Yet pathways and governance solutions to address these issues remain scarce and very much underexplored.

This paper aims to fill this gap by first providing a comprehensive overview on data issues surrounding the development, deployment and use of AI. It then explores data governance practices from civilian applications to identify lessons for military applications, as well as highlight any limitations to such an approach. The paper concludes with an overview of possible policy and governance approaches to data practices surrounding military AI to foster the responsible development, testing, deployment and use of AI in the military domain.

CIGI Papers No. 308 — October 2024

By: US Election Assistance Commission

The security of voting systems is essential to a trustworthy election. Every state and local jurisdiction utilizes common-sense procedures and tools to safeguard the voting process. Common best practices include using locks, tamper-evident seals, security cameras, system testing before and after elections, audits, and physical and cybersecurity access controls. This guide outlines some of the many best practices local election officials follow to secure voting systems through an election cycle. It's important to note this is a broad list of common security measures and procedures to protect the integrity of an election. The types of security measures may vary based on the voting systems in use in state and local jurisdictions.

United States. Election Assistance Commission, Oct 2024

By Jonathan Lusthaus

Human Element in Cybercrime: The book emphasizes the human aspect of cybercrime, using the story of Roman Seleznev to illustrate how cyber criminals operate within specific social settings.

Industrialization of Cybercrime: Cybercrime has evolved from individual hackers to a sophisticated, profit-driven industry with specialized roles and professionalization.

Trust and Cooperation: Despite the anonymity and inherent distrust among cybercriminals, they have developed ways to cooperate and build trust, often through online forums and referrals.

Research and Methodology: The book is based on extensive field research over seven years, including 238 interviews, to provide a detailed overview of the cybercrime industry.

Harvard University Press, 2018, 289 pages