CSA Research Publications
Whitepapers, Reports and Other Resources
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 | AI Risk Management: Thinking Beyond Regulatory Boundaries While artificial intelligence (AI) offers tremendous benefits, it also introduces significant risks and challenges that remain unaddressed. A comprehensiv... Request to download |
 | AI Organizational Responsibilities - Governance, Risk Management, Compliance and Cultural Aspects Continuing CSA's efforts to address the evolving AI landscape, this latest publication covers AI governance, risk management, and culture. Understand vari... Request to download |
 | AI in Medical Research: Applications & Considerations The advent of artificial intelligence (AI) has brought about a paradigm shift in numerous fields. AI technologies can process vast amounts of data, recogn... Request to download |
 | AI Organizational Responsibilities - Core Security Responsibilities - Korean Translation This localized version of this publication was produced from the original source material through the efforts of chapters and volunteers but the translate... Request to download |
 | AI Resilience: A Revolutionary Benchmarking Model for AI Safety - Japanese Translation This localized version of this publication was produced from the original source material through the efforts of chapters and volunteers but the translate... Request to download |
 | Don’t Panic! Getting Real about AI Governance The excitement around Generative AI and its potential business value continues to grow. A major factor is AI systems' emerging capability to mimic human-l... Request to download |
 | Securing LLM Backed Systems: Essential Authorization Practices Organizations are increasingly leveraging Large Language Models (LLMs) to tackle diverse business problems. Both existing companies and a crop of new star... Request to download |
 | Using AI for Offensive Security Offensive security involves proactively simulating an attacker’s behavior by using tactics and techniques similar to those of an adversary to identify sys... Request to download |
 | AI Model Risk Management Framework Sophisticated machine learning (ML) models present exciting opportunities in fields such as predictive maintenance and smart supply chain management. Whil... Request to download |
 | CSA Large Language Model (LLM) Threats Taxonomy This document aims to align the industry by defining key terms related to Large Language Model (LLM) risks and threats. Establishing a common language red... Request to download |
 | Confronting Shadow Access Risks: Considerations for Zero Trust and Artificial Intelligence Deployments Shadow Access, a growing concern within cloud computing and Identity and Access Management (IAM), refers to unintended, unauthorized access to systems and... Request to download |
 | AI Organizational Responsibilities - Core Security Responsibilities This publication from the CSA AI Organizational Responsibilities Working Group provides a blueprint for enterprises to fulfill their core information secu... Request to download |
 | AI Resilience: A Revolutionary Benchmarking Model for AI Safety The rapid evolution of Artificial Intelligence (AI) promises unprecedented advances. However, as AI systems become increasingly sophisticated, they also p... Request to download |
 | Principles to Practice: Responsible AI in a Dynamic Regulatory Environment Artificial Intelligence (AI) innovation is not expected to slow down any time soon, as the big tech giants plan to invest hundreds of billions of dollars ... Request to download |
 | The State of AI and Security Survey Report The advent of artificial intelligence (AI) in cybersecurity marks a transformative era in the realm of digital defense. AI has the potential to be a vital... Request to download |
 | Security Implications of ChatGPT - Chinese Translation This localized version of this publication was produced from the original source material through the efforts of chapters and volunteers but the translate... Request to download |
 | Security Implications of ChatGPT - Korean Translation This localized version of this publication was produced from the original source material through the efforts of chapters and volunteers but the translate... Request to download |
 | Security Implications of ChatGPT This position paper provides analysis across four dimensions: How it can benefit cybersecurity, how it can benefit malicious attackers, how ChatGPT might ... Request to download |
 | Security Implications of ChatGPT - Japanese Translation This localized version of this publication was produced from the original source material through the efforts of chapters and volunteers but the translate... Request to download |
 | Artificial Intelligence in Healthcare Artificial intelligence (AI) now has the potential to be integrated into all aspects of healthcare, from management to delivery and diagnosis. These advan... Request to download |