content-verification

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.

Decentralized content platform with IPFS storage, multi-layer hash verification, and blockchain-based ownership proof

Decentralized detection network against synthetic media and deepfakes.

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.

AI content & synthetic text detection platform analyzing linguistic patterns with real-time confidence metrics.

Content operations platform for Claude Code. Universal skills (content-pipeline + content-verify) with a pluggable domain config system.

Skills, tools, and workflows for the Vibe Stack Lab ecosystem

AI Content Detection Platform built with Next.js, Tailwind CSS, and Supabase. Verifies text, images, and URLs for AI-generated content.

Official signed Android APK releases for Somiq — AI fact-checking, deepfake detection & short-form video verification for TikTok, Reels & Shorts.

Deepfake detection and media authentication with forensic analysis

Off-host synthetic monitor for multiple sites: status, content-marker, cross-tenant-leak detection, and latency, with transition-based alerts.

Cryptographic proof of video authenticity. Verify video origin and integrity using perceptual hashing and digital signatures to combat manipulated media.