EZKL lets you prove data and AI model qualities without revealing sensitive info, using open cryptographic tools for privacy and verification.
Prove AI models without exposing your data
EZKL is a platform and open library designed to help you prove certain qualities of your data and machine learning models without ever revealing the underlying information. By leveraging advanced cryptographic infrastructure, it provides a privacy-preserving way to verify AI models, making it especially useful for applications where data confidentiality is crucial.
You can use EZKL to create and verify proofs for deep learning models like CNNs, RNNs, stable diffusion, and GPTs, as well as tree-based and mathematical models. The platform supports running proofs locally or remotely, and offers integrations for Python, JavaScript, and command-line tools. This flexibility makes it accessible for developers, data scientists, and organizations who want to build trust in AI systems without compromising sensitive data.
Whether you're working on financial models, gaming applications, or data attestation, EZKL offers practical tools to monitor, verify, and publicly demonstrate the performance of AI models. Its community resources, detailed documentation, and interactive examples make it easy to get started and integrate privacy-first verification into your workflow.
Discover websites similar to Ezkl.xyz. Optimized for ultra-fast loading.
Scan, redact, and replace personal data in files or text with high accuracy, keeping sensitive info private—no third-party processing, supports 47 languages.
OpenMined helps you use sensitive data securely with privacy-focused AI tools, enabling collaboration and analysis without compromising privacy.
Magier AI helps you protect privacy by automatically redacting sensitive data and ensuring AI compliance, with secure, customizable, and easy-to-use tools.
Appen offers high-quality data and tools for building, training, and improving AI models, supporting innovation for businesses and developers worldwide.
Tecton helps teams build, manage, and serve machine learning data features, making it easier to get AI models into production quickly and reliably.
Voxel51 helps you curate and manage visual AI datasets, making it easier to build, analyze, and improve computer vision models with FiftyOne tools.
Scale AI provides high-quality training data and tools to help companies build, evaluate, and scale AI applications across industries like automotive and government.
SenzMate offers IoT and AI solutions to connect devices, analyze data, and drive smart innovation in agriculture, energy, supply chain, and insurance.
Solid lets you store, manage, and share your personal data securely using web standards, giving you control over your information and digital identity.
Dataiku is a platform to build, deploy, and manage AI and analytics projects, helping teams turn data into business insights and smarter decisions.
Hopsworks is a real-time AI lakehouse platform with a feature store, enabling data and AI teams to build, manage, and scale machine learning workflows.
Anaconda offers a secure, unified AI and data science platform built on open source, empowering data scientists and enterprises to develop and deploy AI solutions.
Discover AI-powered products designed to protect your privacy—no tracking, ads, or data selling. Use smart tools without sacrificing your personal data.
Weights & Biases helps AI developers track experiments, manage models, and streamline machine learning workflows from training to production.
Build and deploy interactive data and AI apps for your business with Plotly. Create powerful analytics dashboards with scalable, production-ready tools.
KX offers a high-performance vector database and analytics platform for real-time data analysis, helping organizations make faster, data-driven decisions.
RAPIDS offers open source GPU-accelerated data science libraries, helping you analyze and process data faster with familiar Python APIs.
Ketch offers privacy management software to help businesses handle data permissions, consent, and compliance for easier, responsible data use.
Dremio is a cloud-based data lakehouse platform offering fast SQL analytics, self-service data exploration, and AI-ready data management for businesses.
SingleStore is a real-time data platform for building intelligent apps, enabling fast analytics, data processing, and AI on large-scale datasets.
Google AI Studio lets you quickly experiment and build with Gemini, Google’s multimodal generative AI models, all in one easy-to-use platform.
Gradio lets you quickly create and share web apps for your machine learning models, making them easy for anyone to try out online.
Pathway lets you build and power AI solutions using live, real-time data streams, with tools and templates to help you create dynamic, data-driven apps.
Bohemian AI helps startups and enterprises create custom AI solutions for understanding documents, images, and video, specializing in NLP and computer vision.
Superface lets you build and connect AI agents that deliver reliable, human-level accuracy for smarter automation and task completion.
Join a global data science and machine learning community, access datasets, enter competitions, and use collaborative tools to grow your skills.
KNIME is a free, open-source platform for building visual workflows to analyze data, automate tasks, and deploy AI solutions in your organization.
CrateDB offers a real-time data platform for fast analytics, powerful search, and AI integration, using SQL to handle diverse data types with ease.
spaCy is a free, open-source Python library for natural language processing, offering tools like NER, POS tagging, and parsing for real-world projects.
Nyckel lets you quickly build and deploy custom machine learning models—no advanced technical background needed. Fast, secure, and easy to use.
Oasis Labs offers privacy-focused AI and data collaboration tools, using advanced technology to keep sensitive information secure while enabling analytics.
Explore tools and resources to understand, control, and protect your personal data, with guides on privacy, data sharing, and digital compliance.
Chainer offers a flexible, intuitive platform for building and training neural networks, making it easy to develop and experiment with deep learning models.
ml5.js lets you explore and use machine learning in the browser, making AI accessible to artists, students, and creative coders—no experience needed.
Join AIcrowd to compete in AI challenges, collaborate with others, and help solve real-world problems using artificial intelligence.
Streamlit lets you quickly build and share interactive Python apps for data science and machine learning, making it easy to turn code into data tools.
Optuna is an open-source tool that helps you automatically tune machine learning models for better performance, making optimization easy and efficient.
Kipoi offers a large collection of ready-to-use trained genomics models with an easy-to-use API for Python, R, and command line access.
Dify lets you build, test, and launch AI-powered applications quickly, offering a user-friendly platform for teams to create production-ready AI agents.
Explore Gymnasium's Python API and reference environments for building, testing, and benchmarking reinforcement learning algorithms in one place.