CSA Research Publications
Whitepapers, Reports and Other Resources
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 | Release Date: 11/19/2025 The AI Controls Matrix (AICM) provides a foundational security and governance framework for AI service providers and customers. It helps them securely imp... Request to download |
 | Capabilities-Based Risk Assessment (CBRA) for AI Systems Release Date: 11/12/2025 This publication introduces the Capabilities-Based Risk Assessment (CBRA), a structured, scalable approach to evaluating AI risk in enterprise environment... Request to download |
 | Release Date: 07/09/2025 The AI Controls Matrix (AICM) is a first-of-its-kind vendor-agnostic framework for cloud-based AI systems. Organizations can use the AICM to develop, impl... Request to download |
 | Beyond the Hype: A Benchmark Study of AI Agents in the SOC Release Date: 10/06/2025 CSA experts conducted a benchmarking study that evaluated how AI can transform alert investigations in Security Operations Centers (SOCs). Using simulated... Request to download |
 | Release Date: 08/27/2025 Machine learning (ML) is becoming increasingly central to business operations, making the security of ML pipelines essential rather than optional. Machine... Request to download |
 | Analyzing Log Data with AI Models to Meet Zero Trust Principles Release Date: 09/15/2025 Logs are fundamental to Zero Trust. They capture critical details about user activity, device behavior, network traffic, and application access. However, ... Request to download |
 | The State of Cloud and AI Security 2025 Release Date: 09/09/2025 This global survey report, developed in partnership with Tenable, examines how organizations are adapting security strategies for hybrid, multi-cloud, and... Request to download |
 | Agentic AI Identity and Access Management: A New Approach Release Date: 08/18/2025 Agentic AI is pushing the boundaries of automation, autonomy, and decision-making at machine speed. But traditional identity and access management (IAM) p... Request to download |
 | Secure Agentic System Design: A Trait-Based Approach Release Date: 07/30/2025 Thanks to powerful reasoning models, AI agents are making more nuanced decisions and interacting more effectively with their environments. At the same tim... Request to download |
 | Healthcare Confidential Computing and the Trusted Execution Environment Release Date: 07/14/2025 Healthcare Delivery Organizations (HDOs) routinely process Protected Health Information (PHI), Personally Identifiable Information (PII), and financial da... Request to download |
 | Dynamic Process Landscape: A Strategic Guide to Successful AI Implementation Release Date: 06/02/2025 Artificial Intelligence (AI) adoption in business and manufacturing is failing at least twice as often as it succeeds. Companies are trying to integrate A... Request to download |
 | Release Date: 05/28/2025 Agentic AI systems represent a significant leap forward for AI. Their ability to plan, reason, act, and adapt autonomously introduces new capabilities and... Request to download |
 | AI Organizational Responsibilities: AI Tools and Applications Release Date: 01/28/2025 This publication is the third installment in a series that explores organizational responsibilities related to Artificial Intelligence (AI). The first pap... Request to download |
 | SaaS AI-Risk for Mid-Market Organizations Survey Report Release Date: 01/27/2025 Mid-market organizations are struggling to manage expanding Software as a Service (SaaS) environments. To better understand this challenge, Wing Security ... Request to download |
 | AI Risk Management: Thinking Beyond Regulatory Boundaries Release Date: 11/13/2024 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 Release Date: 10/21/2024 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 Release Date: 09/25/2024 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 |
 | Don’t Panic! Getting Real about AI Governance Release Date: 09/18/2024 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 Release Date: 08/13/2024 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 Release Date: 08/06/2024 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 |