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R&D Innovations Repository

Explore the latest advancements in AI and cybersecurity. Stay updated on cutting-edge research and innovations.
Title & Description
Date
Type

Modernizing Legacy ML

Upgrading core software without breaking old models.
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AI Innovations

Lookalike Detection

Training an LLM to detect lookalike domains to thwart attempted vendor fraud.
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AI Innovations

Intent Modeling

Using LLMs to produce embeddings that represent semantic meaning of a word or phrase in order to categorize text.
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AI Innovations

GenAI Offline Evaluation

Using LLMs for large scale conversation evaluation.
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AI Innovations

Security Analyst Copilot

Building ChatGPT for Security Analysts
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AI Innovations

Counting Systems

Counting the frequency of certain suspiciousness characteristics in a customer's environment helps improve the performance of our detection engine.
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AI Innovations

Rule Names

The detection team utilizes a large language model to automatically assign names to complex detection rules.
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AI Innovations

Zero Shot LLM

We've built a large language model that can interpret our detection signals to make an attack/safe judgment on a message.
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AI Innovations

Attribute Descriptions

A large language model generates detailed descriptions of each signal that our detection engine utilizes.
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AI Innovations