Secure Semantic Search with LLMs

Confidential searches across various media to detect threats without exposing data using LLMs.

Overview

Secure Semantic Search with LLMs offers a powerful solution for conducting confidential searches across multiple media types, including text, images, audio, and video. It is designed specifically for defense and intelligence teams to detect threats without risking data exposure.

Search Across Modalities

Enables users to perform searches on text, images, audio, or video without disclosing the content or queries involved.

Run Secure Recognition

Facilitates facial recognition and object detection operations while maintaining the secrecy of identities and search intents.

Use LLMs Across Security Zones

Allows the deployment of large language models across different security zones, from high-to-low or high-to-high, without compromising data security.

Maintain Full Control

Users retain complete control over encrypted prompts, data, and results, ensuring privacy at every stage of data processing.

How We Do It

Our Zero Footprint Semantic Search technology leverages quantum-safe cryptography and advanced LLM-generated embeddings, enabling secure and confidential searches and investigations into any data type.

Cryptography: Enables privacy-preserving searches of remote datasets without exposing search terms or results, protecting operational security.
Embeddings: Users can bring their own LLMs or utilize open-source models to generate semantic vectors, which are encrypted before searching to maintain confidentiality.
Multi-Modal Search: Enables searches across various data types including text, images, videos, satellite photos, and audio, ensuring privacy across domains, partners, and jurisdictions through encrypted processing.

Defense, intelligence, and homeland security teams benefit from this tool by securely analyzing distributed data like satellite imagery and intelligence reports, while maintaining confidentiality and avoiding exposure of sensitive targets or methods.

For law enforcement, tax authorities, auditors, regulators, and corporate legal teams, the solution is used to identify threats and investigate fraud, compliance, or misconduct in a secure manner, safeguarding investigation strategies and preventing adversarial exploitation.

Public health agencies employ it to investigate health incidents, and financial institutions use it for risk assessment, both maintaining privacy to avoid public panic and protect competitive advantages.

Pharmaceutical, biotech, and tech companies can search through internal research and public patents to unlock value while preserving the confidentiality of strategic directions and discoveries.

Unmatched Security & Privacy

The solution supports encrypted queries, safeguarding the subjects, sources, and goals of searches. Built on the OpenFHE library, it is resistant to quantum threats owing to its post-quantum cryptography.