I developed PRE-GEN detect, a standalone visual jailbreak detection service designed to prevent A...I developed PRE-GEN detect, a standalone visual jailbreak detection service designed to prevent A...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Denis's avatar
Denis Bystruev
• Aug 3
I developed PRE-GEN detect, a standalone visual jailbreak detection service designed to prevent AI video generation platforms like Buddian from outputting copyrighted or protected IP.
Multimodal AI Integration: Integrated the TwelveLabs Pegasus model to stream and analyze raw MP4 videos, automatically extracting comprehensive physical descriptions of generated subjects.
Automated IP Arbitration: Engineered a strict arbitration pipeline utilizing OpenAI models, Pydantic, and structured JSON outputs to act as a definitive judge between the visual extraction and the protected Prampta IP registry.
Secure Media Extraction: Built a custom URL resolution and scraping module using Python, Requests, and BeautifulSoup to parse client-side rendered video pages, strictly validating against non-public IPs to prevent server-side request forgery (SSRF) attacks.
Rapid Prototyping: Built and containerized the entire pipeline under hackathon constraints, deploying a lightweight, responsive user interface via Streamlit and Docker.
Completed work
AI AutomationBackend DevelopmentPrototypingGoogle GeminiOpenAIPython
Post image
Post image
Back to feed
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started