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Why it Matters

According to research, up to 30% of AI breaches in 2025 could stem from adversarial data poisoning or manipulation.
Unified Model Protection
Secure both vision and language models under a single framework.
Advanced Vulnerability Detection
Identify hidden weaknesses using adaptive, dynamic attack strategies.
Future-Ready AI Compliance
Stay ahead of emerging AI regulations with robust adversarial defenses.

How it Works
Using LensAI servers, generate adversarial data both on-premise and in the cloud
Adversarial attacks affect model predictions (especially in healthcare and vision models)

Patch-level classification of cancer in histopathological images
Why this works
Generate adversarial datasets to protect your vision-based AI from attacks. Our open-source community ensures continuous innovation, keeping your models secure and future-ready.
Generate adversarial datasets to identify and fix vulnerabilities early.
Tailored for imaging and sensor data to ensure accurate, reliable outputs.
Stay Compliant and future proof against emerging AI regulations.
Contribute and thrive with a global community on GitHub

Our Solution
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Test and re-train your models
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Seamless Integration
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Run attack simulations
lensai automatically generates tailored adversarial datasets to expose your model’s weak points. By training on these “worst-case scenarios,” your vision models learn to detect and resist attacks before they happen.

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