With access to sensitive data stored across customers’ Microsoft ecosystems, what security risks does Co-Pilot pose? We sat down with our VP of Engineering, Artem Tabalin, to find out.
Bottom Line: Microsoft Copilot security risks are significant for enterprises, with over 15% of business-critical files at risk from oversharing and inappropriate permissions. Recent research shows 67% of enterprise security teams express concerns about AI tools exposing sensitive information, while the US Congress banned staff from using Copilot due to data security concerns. Organizations must implement strict access controls and monitoring before deployment to prevent data leakage and compliance violations.
With access to sensitive data stored across customers' Microsoft ecosystems, Microsoft Copilot security concerns have become increasingly critical. According to recent research, 67% of enterprise security teams report concerns about AI tools potentially exposing sensitive information, while over 15% of all business-critical files are at risk from oversharing, erroneous access permissions and inappropriate classification.
In November 2023, Microsoft launched its new AI tool for Enterprise users - Microsoft 365 Copilot. With its announcement, Microsoft said, 'It combines the power of large language models (LLMs) with your data in the Microsoft Graph and the Microsoft 365 apps to turn your words into the most powerful productivity tool on the planet.'
Embedded in the 'Microsoft 365 apps you use every day — Word, Excel, PowerPoint, Outlook, Teams and more,' the tool can produce first drafts of documents, create presentations, and analyze trends to create data visualizations. However, with access to sensitive data stored across customers' Microsoft ecosystems, significant Microsoft Copilot security risks emerge.
Microsoft Copilot is an AI-powered tool assisting users with everyday tasks like creating documents, summarizing content, analyzing data or writing code. Unlike ChatGPT, the key difference is its tight integration with Microsoft 365 applications and Microsoft ecosystem, which means Copilot can leverage users' organizational data, such as documents, emails and calendars to provide personalized responses.
Microsoft Copilot is powered by a combination of advanced AI technologies, including:
The tool's security challenge stems from how seamlessly Copilot integrates with other Microsoft Services, enabling capabilities from real-time recommendations while working on documents to converting Word documents into PowerPoint presentations with organizational data.
Microsoft Copilot security adheres to existing privacy and security commitments for Microsoft 365 customers. Key security features include:
Microsoft Copilot follows existing data permissions and policies, meaning users only see responses based on data they personally access, preventing data leakage between users and groups. Microsoft uses data anonymization techniques to remove Personally Identifiable Information (PII) from training data, ensuring minimal necessary data processing.
Despite built-in protections, several Microsoft Copilot security risks pose significant threats to enterprise data:
The primary Microsoft Copilot security risk involves overpermissioning scenarios. If a user has access to sensitive information (such as salary spreadsheets), Copilot gains identical access. This can lead to sensitive information exposure, as AI models might include confidential data in their outputs.
Over 3% of business sensitive data was shared organization wide without concern for whether it should have been shared, creating substantial Microsoft Copilot data leakage risks.
Microsoft Copilot vulnerabilities include model inversion attacks, shared by all AI-powered solutions. These attacks manipulate model behavior or extract information from it, potentially compromising organizational data processed through Copilot.
Since Microsoft Copilot integrates with Microsoft 365 services, vulnerabilities in those services and their integrations could be exploited, creating additional attack vectors for malicious actors.
Recent research has demonstrated how Copilot's vulnerability to prompt injections allows attackers to manipulate the tool to search, exfiltrate data, or socially engineer victims. Researchers have published tools like LOLCopilot that can alter chatbot behavior undetected.
Microsoft Copilot compliance varies by industry and region, requiring careful consideration of regulatory frameworks:
For healthcare organizations concerned with HIPAA compliance, Microsoft provides Business Associate Agreements specifying how Protected Health Information (PHI) is handled. Healthcare Microsoft Copilot implementations require:
58% of financial services firms have implemented additional security controls when deploying Copilot. Financial organizations must:
Several high-profile Microsoft Copilot security incidents highlight the importance of proper implementation:
The US Congress banned staffers from using Microsoft Copilot due to security concerns around data breaches. Their primary concern is that Copilot could leak sensitive congressional data to non-approved cloud services.
Researchers at EmbraceTheRed discovered a vulnerability in Microsoft 365 Copilot that allowed an attacker to exfiltrate personal data through a complex exploit chain, combining:
Integrating Microsoft Copilot requires careful access controls management ensuring only authorized users leverage its capabilities, especially with sensitive data. Organizations should:
Compliance often requires detailed auditing and reporting capabilities, challenging when AI models process data opaquely. Critical that Microsoft Copilot operations meet regulatory standards through:
Organizations should:
The best approach to secure sensitive information is using a Data Loss Prevention (DLP) solution like Metomic, which allows organizations to:
Microsoft continues enhancing Microsoft Copilot security with new capabilities:
Microsoft is announcing Microsoft Purview data security investigations to help data security teams quickly understand and mitigate risks associated with sensitive data exposure, including:
Microsoft is announcing general availability of AI web category filter in Microsoft Entra internet access to help enforce granular access controls that can curb the risk of shadow AI.
Microsoft Purview browser data loss prevention (DLP) controls built into Microsoft Edge for Business help security teams enforce DLP policies to prevent sensitive data from being typed into generative AI apps.
Microsoft Copilot security implementations vary by region:
While Microsoft Copilot provides powerful productivity benefits, Microsoft Copilot security risks are significant, particularly regarding sensitive data exposure. Using a modern DLP tool like Metomic benefits organizations by:
Metomic helps organizations use SaaS, AI and Cloud tools while maintaining team security. Our Microsoft Copilot security integration provides comprehensive visibility and control over AI usage in your organization.
Book a personalized demo to learn how Metomic can support your Microsoft Copilot security strategy, or get in touch with our team to discuss your specific requirements.
Microsoft Copilot security requires proactive planning and implementation. Organizations must balance productivity benefits with security risks through:
The organizations succeeding with Microsoft Copilot treat security not as an afterthought, but as a fundamental requirement for responsible AI adoption that protects valuable business assets while enabling productivity improvements.