LLM security for Technology Industry

Moderator safeguards sensitive data for technology organizations using LLMs

Systems and processes powered by artificial intelligence (AI) and machine learning (ML), including large language models (LLMs) are transforming technology companies from the ground up, speeding up development time and enabling much more rapid evolution from concept to market. The impact of a data breach can be even greater than it might have been just a year ago, and can range from loss of competitive edge, financial hits, legal liability, to diminished customer and shareholder trust. The rapid adoption of LLMs adds one more layer of concern. CalypsoAI Moderator is a new, holistic, model-agnostic approach to safeguarding data while deploying LLMs at scale and across the enterprise.

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An employee pastes some experimental source code into an LLM prompt with a request to structure it more concisely. Even though doing so is strictly against company policy, there was no safeguard in place to prohibit it.

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The company’s highly confidential intellectual property (IP) included in the prompt by the sender has been shared with an unauthorized third party and now resides on that system. The security of the third-party system is unknown, potentially exposing the information to additional risk of dissemination if that system is breached. The source code could also be included in the LLM’s knowledge base and, therefore, be accessible to all users, putting the organization’s competitive advantage at risk and potentially leading to financial loss and diminished shareholder value.

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CalypsoAI Moderator’s data loss prevention scanner screens for code and other intellectual property. Code is blocked before it leaves your organization and the user is alerted that their prompt must be revised prior to being sent. All details of the interaction, including the prompt content, sender, LLM, and date and time, are recorded, providing full auditability and attribution. Beyond protecting your IP, CalypsoAI Moderator safeguards your organization’s operations by ensuring all LLM transaction data remains within the organization. CalypsoAI does not harvest telemetry or any other data about your organization’s LLM interactions.

CalypsoAI Moderator Features

Data Loss Prevention for LLMs

Data Loss Prevention

Data Quality Verification for LLMs

Data Quality Verification

Full Auditability for LLMs

Full Auditability

Malicious Detection for LLMs

Malicious Code Detection

Jailbreak Prevention for LLMs

Jailbreak Prevention

Privacy & Data Security for LLMs

Privacy & Data Security

Acceptable Use Policy Implementation for LLMs

Acceptable Use Policy Implementation

Easy-To-Use Interface LLM use

Easy-To-Use Interface

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