Search

Begin New Search Topic Security Political Geography Global Focus Content Type Working Paper Publishing Institution The Geneva Centre for Security Policy Publication Year within 5 Years Publication Year within 3 Years

1. Securing AI-based Security Systems

Author:
Sandra Scott-Hayward
Publication Date:
06-2022
Content Type:
Working Paper
Institution:
The Geneva Centre for Security Policy
Abstract:
Fundamental weaknesses of AI include brittleness, embedded bias, catastrophic forgetting and lack of explainability. Although research is under way to address some of these issues, the adoption of AI techniques and models in security systems exposes potentially critical security systems to weaknesses/vulnerabilities such as these. Adversarial training is one strongly recommended approach to increase the robustness (i.e. reduce the brittleness) of the AI model. In this approach, the training dataset is extended to include adversarial examples representative of potential attacks on the system. However, the implementation of adversarial training is currently ad hoc. Given the evidence of AI weaknesses, the omission of adversarial training and similar hardening techniques for AI-based security systems is unacceptable. Standardised testing and evaluation of AI-based security systems is recommended. From a governance perspective, evidence of adversarial robustness evaluation should be a minimum requirement for the acceptance of an AI-based security system. The production of strong adversarial samples does not account for “black swan” events, i.e. random and unexpected events that have an extreme impact. Given that security systems tend to be designed to detect “old” or “known” types of attack, ways need to be found to manage the occurrence of “new” attacks.
Topic:
Security, Science and Technology, Artificial Intelligence, and Emerging Technology
Political Geography:
Global Focus

2. The White Paper on the Future of Environmental Peacebuilding

Author:
Oli Brown and Nicolucci-Altman-Giuliana
Publication Date:
06-2022
Content Type:
Working Paper
Institution:
The Geneva Centre for Security Policy
Abstract:
The term ‘White Paper’ is typically used in government circles to denote a publicly available, balanced document designed to help readers make decisions. This white paper seeks to encourage debate and discussion over the challenges, opportunities, and possibilities for environmental peacebuilding in conflict-affected states and societies. The paper and compendium are the product of a global conversation about the future of environmental peacebuilding and they draw from extensive academic work and practical experience. This white paper is inspired by many voices. Though concise, the white paper hopes to emphasize the growing assortment of approaches, ideas and visions for the future of environmental peacebuilding. The white paper is divided into four parts. The first gathers perspectives on the global context of environmental peacebuilding. The second points to some of the key challenges to environmental peacebuilding practice, while part three highlights important opportunities to harness the environment for peace. The fourth presents an agenda for the future of environmental peacebuilding.
Topic:
Security, Environment, International Cooperation, and Peace
Political Geography:
Global Focus

3. Peace and Security 2025

Author:
The Geneva Centre for Security Policy
Publication Date:
07-2022
Content Type:
Working Paper
Institution:
The Geneva Centre for Security Policy
Abstract:
The exact nature of the peace and security environment of 2025 is, of course, unknown, but we have information available to us today and yesterday’s experience to guide us in our attempts to imagine what the key features of that environment might be. This teaches us that surprises will continue to happen. Our attempt to identify what 2025 will look like could simply stop here, and we could approach the next few years day by day and month by month, establish our strategic plans, and constantly adjust them in response to new circumstances as they arise. However, we can go a step further and use strategic foresight to help us creatively and systematically explore how that future may unfold and consider collectively the alternatives available to us for dealing with what happens and its implications. This publication takes the latter approach by asking the authors to determine a vision for particular global regions and realistically and concretely assess how we can achieve this vision (Part I), and present suggestions for how we as professionals in the peace and security domain can collaborate to respond as effectively as possible to the challenges of the next few years (Part II). In that sense, the analysis and suggestions presented here balance realism about the challenges ahead with a proactive and constructive perspective on how best to confront them. It is with this in mind that the subheading of this publication is “disrupted visions and resilient approaches”.
Topic:
Security, International Cooperation, Peace, and Resilience
Political Geography:
Global Focus

4. Delay, Detect, Defend: Preparing for a Future in which Thousands Can Release New Pandemics

Author:
Kevin M. Esvelt
Publication Date:
11-2022
Content Type:
Working Paper
Institution:
The Geneva Centre for Security Policy
Abstract:
The world is demonstrably vulnerable to the introduction of a single pandemic virus with a comparatively low case fatality rate. The deliberate and simultaneous release of many pandemic viruses across travel hubs could threaten the stability of civilisation. Current trends suggest that within a decade, tens of thousands of skilled individuals will be able to access the information required for them to single-handedly cause new pandemics. Safeguarding civilisation from the catastrophic misuse of biotechnology requires delaying the development and misuse of pandemic-class agents while building systems capable of reliably detecting threats and preventing nearly all infections.
Topic:
Security, Public Health, Pandemic, and Health Crisis
Political Geography:
Global Focus

5. The Impact of the Russia-Ukraine War on the Global Sanctions Landscape

Author:
Ali Ahmadi
Publication Date:
11-2022
Content Type:
Working Paper
Institution:
The Geneva Centre for Security Policy
Abstract:
The Russia-Ukraine conflict will accelerate the global trend towards increasing great power competition that pits the existing West-anchored world order against others, especially Russia and China. This new era will have significant implications for the global sanctions landscape as sanctions that have been effective in harming countries with smaller economies are increasingly focused on larger economic powers that are integrated into the global economy. This will carry a far greater risk of diminishing the effectiveness of the sanctions weapon, because larger economies like that of China have a greater capacity to overcome technology export restrictions and the US dollar’s centrality in global finance. While sanctions campaigns often seek to coerce the target state into policy modification, sanctions may be increasingly used for the purpose of economic containment by attempting to retard the long-term economic development of states. This may result in open-ended sanctions campaigns that will generate a new era of geoeconomics where sanctions risk factors become key to the design of business relationships and supply chains. The use of financial sanctions against larger economies will exacerbate already existing trends of de-banking and a decline in corresponding banking relationships. Technology sanctions and export controls will be increasingly central as sanction-imposing countries in the West seek to leverage their superiority in key emerging technologies against those they perceive to be their adversaries.
Topic:
Security, International Cooperation, Sanctions, Conflict, and Russia-Ukraine War
Political Geography:
Global Focus