Protect your machine learning models easily and securely with watermarking 🔑
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Updated
Apr 24, 2024 - Python
Protect your machine learning models easily and securely with watermarking 🔑
This is the code of ICLR 2022 Oral paper 'Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization'.
Proprietary Source-Visible License (PSVL) — a comprehensive license template for solo developers and indie teams. 460+ clauses across 9 sections. Show your code without giving it away.
Secure boot loader for MAX78000
Demo for distributed co-simulation using UniFMU
Lightweight egress guard for servers.
RCF Protocol — Restricted Correlation Framework for A licensing framework protecting proprietary methodologies from automated extraction and AI/ML training.
Novel to AI manga-drama (16:9) generation pipeline skill. 5 stations: script -> assets -> storyboard -> audio -> composite. Asset-first, IP firewall, child-safety gate. Consumes novel-writing-pipeline output.
⭐️ CyberGhost VPN | Secure Private Connection | Fast Anonymous Browsing | Bandwidth | Global Servers Access | High-Speed Streaming | Military-Grade Encryption | No Logs Policy | Setup Installer v2026 | Full Version Key | Latest Build Pro Windows 10/11 PC | Get Access ⭐️
⭐️ CyberGhost VPN | Secure Private Connection | Fast Anonymous Browsing | Bandwidth | Global Servers Access | High-Speed Streaming | Military-Grade Encryption | No Logs Policy | Setup Installer v2026 | Full Version Key | Latest Build Pro Windows 10/11 PC | Get Access ⭐️
This sample workflow is designed to show how agents can migrate tax data in a way that is compliant with new regulations and include HITL.
IP protection using differential privacy
OpenSig protocol specification
Cryptographic authorship proof for web developers. UUID + invisible watermarks + Bitcoin blockchain timestamping via OpenTimestamps. Court-admissible, free, zero vendor lock-in.
This is a governed agentic workflow with HITL for 3rd Party Data Migration
Anchor a release artifact's SHA-256 to Polygon and Bitcoin via ProofLedger on every GitHub Release. Verifiable offline, no file ever uploaded.
A shows bottlenecks in human only workflows while B is for agentic and HITL workflows to ensure accountability and to prevent automation bias
A blueprint of an agentic data scraper workflow that actually thinks
LLM Deterministic Guardrails w/o proprietary information included - SAMPLE ONLY
This is a SAMPLE of how roles can be used to give the LLM a sense of self and to help it identify the users purpose and ensure greater governance over actions
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