Securing the Foundation of AI
HARDSHELL
Every AI system stands on its data.
We make sure that ground holds.
What Makes Us Different
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LIFECYCLE-AWARE DEFENSE
Hardshell is redefining AI security, protecting sensitive datasets before they ever reach the model layer.
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DATA-CENTRIC AI SECURITY
Hardshell defends the foundational layer every model depends on: the training data.
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MODEL-AGNOSTIC. THREAT-AWARE
Hardshell works across all AI modalities and pipelines, embedding security into the foundation of AI itself, not just the output.
Why It Matters
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Why It Matters •
AI models leak more than predictions. They can expose proprietary data, learn spurious signals, or be subverted by malicious training inputs.
Hardshell helps you:
1. Detect and mitigate data poisoning
2. Reduce membership inference risk
3. Prevent model leakage
4. Maintain data compliance in regulated environments