Multi-Language Machine Learning

Access global data security excellence with multi-language machine learning (ML) from Forcepoint

Forcepoint tackles unclassified data protection across multiple languages. We do this using a cutting-edge in-house Data Science team who are forging a global AI- driven solution. Here at Forcepoint we have introduced eleven new ML languages, including Arabic, Chinese, Spanish, and more, providing comprehensive multilingual data insights to our customers. Elevate your Forcepoint DSPM with tailored AI that breaks language barriers for informed decisions when fortifying an organization’s data security defenses.

Analysis of data and content in various languages

Securing unclassified data through discovery, classification and protection is not just an English language problem. At Forcepoint we recognize this and have been developing our own cutting edge Data Science team to deliver a truly global product in the world of artificial intelligence (AI) and data security.

Many organizations around the world struggle to adapt to the rising problem of Data Security Posture Management (DSPM), let alone when dealing with multilingual and multicultural datasets.

There are many data security problems in today's business world, and they are growing at an exponential rate. Some of the data problems facing organizations, in any language, are double extortion ransomware, intellectual property theft, and data loss prevention (DLP) software which poses some of its own challenges with interoperability, scalability, and governance.

This is why Forcepoint is proud to announce the launch of eleven new ML languages that allow our Forcepoint DSPM platform to understand multiple language data files simultaneously. These eleven new languages are:
  • Arabic
  • Chinese
  • French
  • German
  • Hebrew
  • Italian
  • Polish
  • Portuguese
  • Romanian
  • Spanish
  • Thai

Our multilingual data discovery ML gives organizations the strategic competitive advantage by delivering increased data knowledge from multiple language data sources within an organization. This allows better informed data security decisions, at speed and precision with the Forcepoint DSPM platform.

Forcepointʼs industry leading performance is due to our Tailored & Narrow AI, now across eleven new languages. This approach supercharges an organization’s DSPM solutions with our customizable AI, specifically trained with Large Language Models (LLM), that aligns with specific business needs for accurate and optimized data analysis.

Our approach to having an in-house data scientist operation to develop our own language modes is atypical and allows Forcepoint to develop our own model library, pushing the boundaries of data discovery in the industry, month by month. We pride ourselves on continually evolving with the data security industry as this allows our customers to have cutting edge ML to accelerate their organizations DSPM and risk management. Another advantage to our approach is the development of native Getvisibility Query Language (GQL) that further provides efficiencies when producing results on sets of files.

The new addition to our innovative ML provides several advantages that can greatly enhance the process of analyzing and extracting insights from multilingual and multicultural datasets. These include:
  • Richer Data Analysis:

    Multilingual machine learning enables the analysis of data and content in various languages, allowing organizations to access a wider range of data. This enables them to understand patterns across different languages leading to a more comprehensive and accurate understanding of data use in the company. A more complete view of data, which might not be possible if analysis is limited to a single language.

  • Efficient Information Retrieval:

    Multilingual ML improves search and information retrieval processes by accurately understanding and interpreting queries in various languages. This is done by enabling GQL searches on our tags in multilingual, ensuring that users can find relevant information regardless of their language preference, providing a complete understanding of an organization’s data environment and security through comprehensive multi-language reporting.

  • Language-agnostic Insights:

    Some data insights might not be specific to a single language. Multi-lingual ML can help identify and analyze data security trends that transcend linguistic boundaries.

    Forcepointʼs cutting-edge ML has a language model that does not need language detection, as its inputs can read documents in any mixture of the languages it supports. This integration of Forcepointʼs multilingual ML in data discovery builds on the best-in-class five pillars of data security: Know where the data is stored, Know the sensitivity of the data, Know who has access to the data, Know the flow of the data through the ecosystem, and Know how well is the data protected. This will lead to more accurate insights, improved decision-making, and a deeper understanding of potential security threats across languages.

Forcepoint DSPM Solution

Improve the competitive advantage of your multinational or multilingual organization

with the latest innovative addition to Forcepoint DSPM solution. Get in touch and let's start your journey to a multilanguage Forcepoint DSPM solution today. For More Information: https://www.forcepoint.com/