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SynTitan Turn enterprise data into AI-ready data, SynTitan LLM Capsule Secure enterprise use of LLMs azoo Trade trusted synthetic data across industries DTS Generate privacy-protected synthetic data SynData Validate and benchmark synthetic data SynConnect Integrate and orchestrate data flows
SynTitan

One search. Complete access.

Transform every dataset into a secure, shared workspace for faster collaboration without privacy risk.

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LLM Capsule

Use LLMs on enterprise data — safely.

Mask sensitive fields before they reach the model. Compliance logging, policy control, on-prem deployment.

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azoo

Discover and trade verified synthetic datasets — all in one marketplace.

Buy, sell, and sponsor synthetic datasets with full transparency and compliance.

Built for data creators, buyers, and enterprise partners.

DTS

Your AI is only as good as the data it trains on.

DTS solves unusable data — whether it's restricted, imbalanced, or missing coverage your model needs.

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SynData

Measure what matters.

Validate synthetic data quality with statistical fidelity, privacy guarantees, and downstream utility metrics.

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SynConnect

Connect, orchestrate, deliver.

Integrate synthetic and real data flows across teams, environments, and compliance boundaries.

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CUBIG

Redefining how organisations trust, protect, and use data.

CUBIG builds AI-driven systems that redefine data security — from generation and transformation to validation and integration.

CUBIG's DATA Ecosystem
CUBIG

CUBIG's non-access architecture and differential privacy framework ensure 100% protection — no exposure, no compromise.

Our proprietary privacy framework enforces compliance, guaranteeing safe data synthesis across any environment or use case.

CUBIG's DATA Protection Technology
READ MORE Award ISO-Certified AI-Ready Data Infrastructure | CUBIG Achieves 27001 & 42001
READ MORE Award CUBIG, an AI-Ready Data Company, Selected as the Only Korean Finalist in the Global Telecom Innovation Program 'T Challenge 2026'
READ MORE Product CUBIG Launches AI-Ready Data OS 'SynTitan'
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CUBIG

In-depth thinking on AI, synthetic data, and enterprise transformation.

Read expert insights from Cubig's specialists on innovation, data protection, and real-world synthetic data applications.

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Browse CUBIG's glossary to understand the essential language of AI, privacy and synthetic data.

Understand the terminology and frameworks behind CUBIG's synthetic data and privacy innovations.

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Home / Glossary / Data breach

What is Data breach?

A data breach is a security incident where unauthorized individuals gain access to confidential or personal data. Breaches can result from cyberattacks, human errors, or system vulnerabilities, leading to financial losses, reputational damage, and regulatory penalties under data protection laws such as GDPR and CCPA.

Related Glossaries

  • BLOOM (language model) BLOOM is a large-scale, open-access language model developed to generate human-like text across multiple languages. It is trained using deep learning techniques and serves as a benchmark for ethical and inclusive AI development.
  • Data Access Decoupling Data Access Decoupling refers to the separation of direct raw-data access from actual data usability. It allows teams and systems to work with controlled representations or transformed states instead of depending on original source exposure.
  • AI safety AI safety focuses on ensuring that artificial intelligence systems operate reliably and do not pose unintended risks to humans. This includes preventing harmful behaviors, aligning AI goals with human values, and developing fail-safe mechanisms.
  • Neural machine translation Neural machine translation (NMT) is an AI-driven approach to language translation that uses deep neural networks to improve translation accuracy. Unlike traditional rule-based methods, NMT learns from large datasets, producing more natural and contextually accurate translations in real time.

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