Metadata encoding and extraction for AI-generated content
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Updated
May 4, 2026 - Python
Metadata encoding and extraction for AI-generated content
Test what AI watermark and provenance evidence exists, whether it verifies, and what survives publishing.
EfficientNet+MTCNN deepfake detection achieving 87% accuracy with 12.96% EER - Multi-modal video forensics for misinformation prevention
Audio watermarking system for deepfake detection and media authentication.
Materials for our paper: K. Apostolidis, J. Abesser, L. Cuccovillo, V. Mezaris, "Visual and audio scene classification for detecting discrepancies in video: a baseline method and experimental protocol", Proc. ACM Int. Workshop on Multimedia AI against Disinformation (MAD’24) at the ACM Int. Conf. on Multimedia Retrieval (ICMR’24)
Verify image authenticity instantly. Upload a photo and get an instant verdict on whether it's real or an AI-altered deepfake. Enterprise-grade accuracy with a simple, intuitive interface.
AI-Generated Content Integrity Framework for Curriculum — Standards, verification pipelines, and tools for ensuring AI-generated educational content is safe, accurate, and age-appropriate before reaching students.
NSosyal üzerine kurgulanmış, nitelik doğrulamalı katılım ve ödül katmanı prototipi.
Decentralized content platform with IPFS storage, multi-layer hash verification, and blockchain-based ownership proof
ClipCert: Web-based video authenticity checker. Compare two videos frame-by-frame using advanced similarity algorithms (pHash/pixel comparison). Secure, client-side processing ensures data never leaves your browser.
Fact Verification MCP — verify claims with cross-referenced sources + MINT provenance. FoundryNet Data Network.
Content operations platform for Claude Code. Universal skills (content-pipeline + content-verify) with a pluggable domain config system.
Decentralized detection network against synthetic media and deepfakes.
Skills, tools, and workflows for the Vibe Stack Lab ecosystem
Official signed Android APK releases for Somiq — AI fact-checking, deepfake detection & short-form video verification for TikTok, Reels & Shorts.
AI Content Detection Platform built with Next.js, Tailwind CSS, and Supabase. Verifies text, images, and URLs for AI-generated content.
Stops a page publishing a claim its own cited sources cannot support: three agent steps, a deterministic coverage table, and a real defect it found
AI content & synthetic text detection platform analyzing linguistic patterns with real-time confidence metrics.
Deepfake detection and media authentication with forensic analysis
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