I-VDES: AI-Powered Visual Data Encryption System
Industry & Solution
Cybersecurity | AI-Based Image Classification & Encryption
About the Client
Bridge & Shield Technology is a company committed to data privacy and secure digital ecosystems. They wanted to build a product that could protect sensitive image data using intelligent automation. Their goal was to make data privacy smarter, faster, and more scalable.
The Challenge
Bridge & Shield faced several key issues while managing visual data:
- Manually sorting and tagging images was slow and error-prone.
- No way to automatically detect how sensitive an image was.
- Encryption methods weren’t consistent across different types of data.
- Limited visibility into who did what with the data.
- Hard to scale secure storage as data grew.
- Risk of bias in AI models due to unbalanced image datasets.
Our Solution
We built I-VDES, a smart, secure platform that uses AI to classify and encrypt image data based on how sensitive it is.
Frontend (User Interface)
- Easy-to-use web dashboard for uploading and managing images.
- Automatically tags unstructured images from cloud storage.
- Access control based on user roles and Zero Trust security.
Backend (AI & Automation)
- Uses CLIP (an AI model) to classify images by sensitivity: High, Medium, Low, or None.
- Generates synthetic images to balance the dataset and reduce bias.
- Decision Tree model chooses the right encryption method automatically.
Workflows
- Structured data is encrypted using standard methods (ECC/AES).
- Unstructured images go through the AI pipeline and are encrypted based on sensitivity.
- The system keeps learning and improving over time.
Integrations
- Built on AWS Cloud (S3, KMS, IAM).
- Uses IPFS for tamper-proof storage.
- Policy enforcement via Open Policy Agent (OPA).
Testing & Compliance
- Every action (upload, classify, encrypt, view) is logged securely.
- Built-in audit tools for compliance and traceability.
Technologies Used
- AI/ML: CLIP, Transformer Library
- Encryption: ECC (384/256/224-bit), AES-256
- Cloud: AWS (S3, KMS, IAM)
- Security: Vault, OPA, Zero Trust
- Storage: IPFS
- Frontend: Web-based UI
Results That Matter
- Faster image classification.
- More accurate encryption for unstructured data.
- Fewer compliance issues.
- 3x faster image processing.
- 100% traceability of all image actions.
- Scalable storage that grows with your data.
Real-Time Operational Insights
- Live sensitivity tagging helps teams make better decisions.
- Transparent logs support audits and internal reviews.
- Real-time dashboard gives full visibility into data activity.
