Privacy Risks of AI Video Generation Tools

AI video generation has advanced rapidly, with tools like OpenAI's Sora, Runway, Kling, and Pika capable of producing photorealistic videos from simple text prompts. While these tools unlock extraordinary creative possibilities, they also introduce serious privacy risks — from deepfakes that impersonate real people to data collection policies that quietly claim rights over everything you upload. Here's what you need to know to protect yourself.

How AI Video Generators Work

AI video generation tools use machine learning models trained on massive datasets of images and video. You provide a text prompt, a reference image, or a short clip, and the AI generates a new video based on your input. Some tools also allow you to upload photos of real people and animate them, swap faces, or place them in entirely fabricated scenarios.

The technology is improving at a staggering pace. In early testing, security researchers at Reality Defender were able to bypass Sora's anti-impersonation safeguards within 24 hours, using publicly available footage to generate convincing deepfake videos of real individuals.

The Key Privacy Risks

1. Deepfakes and Non-Consensual Content

The most alarming privacy risk is the creation of realistic deepfake videos of real people without their consent. This includes:

• Non-consensual intimate imagery (NCII): AI-generated pornographic or intimate videos using someone's likeness. The federal Take It Down Act, signed into law in May 2025, now prohibits publishing such content and requires platforms to remove it within 48 hours.
• Fraud and impersonation: Deepfake videos of executives, family members, or public figures used to authorize wire transfers, manipulate markets, or deceive victims in scam calls.
• Reputation damage: Fabricated videos showing someone saying or doing things they never did, which can be devastating even when debunked.

2. Data Collection and Training Rights

When you use an AI video generator, read the terms of service carefully. Many platforms reserve the right to:

• Store your text prompts, uploaded images, and generated videos on their servers
• Use your content to train and improve their AI models
• Share aggregated or anonymized usage data with third parties
• Retain your content even after you delete your account

This means any photo of yourself, your children, or your home that you upload as a reference could become part of a training dataset used to generate content for others.

3. Location and Metadata Exposure

Some AI video platforms publish generated content with default privacy settings that expose more than you intend. OpenAI's Sora, for example, had a default setting that made created videos publicly accessible, and another feature that could potentially expose a user's location metadata. Unlike traditional social media platforms, which typically strip location data from uploads, newer AI tools may not have these safeguards in place.

4. Biometric Data Collection

AI video tools that accept face uploads or perform face-swapping are collecting biometric data — your facial geometry. In states with biometric privacy laws like Illinois (BIPA), Texas, and Washington, companies must obtain informed consent before collecting this data. Many AI video platforms' terms of service may not meet these legal requirements, but enforcement is still catching up.

5. Identity Verification Bypass

As video-based identity verification becomes more common in banking, government services, and remote work, AI-generated deepfakes pose a direct threat to these systems. Criminals can use generated videos to pass "liveness checks" that verify you're a real person, potentially accessing your accounts or creating fraudulent ones.

How to Protect Yourself

Limit Your Photo Exposure Online

The less raw material available for deepfake creation, the better. Steps to reduce your exposure:

• Audit your social media profiles and set photos to friends-only or remove them entirely
• Remove yourself from data brokers and people-search sites that may display your photos
• Opt out of facial recognition search engines like PimEyes
• Be selective about which photos you share publicly

Review Privacy Settings on AI Tools

If you choose to use AI video generators:

• Set generated content to private before creating anything
• Opt out of having your content used for model training (most paid tiers offer this)
• Never upload photos of other people without their explicit consent
• Read the data retention policy — understand how long your uploads are stored

Know Your Legal Rights

The legal landscape is evolving rapidly:

• The Take It Down Act (federal) criminalizes non-consensual intimate deepfakes
• Over 40 states have enacted or are considering deepfake-related legislation
• The EU AI Act requires clear labeling of AI-generated content
• State biometric privacy laws may give you grounds to demand deletion of facial data

What to Do If You're a Deepfake Victim

If someone creates a deepfake video using your likeness:

1. Document the content with screenshots and URLs before it's removed
2. Report it to the platform hosting the content for immediate takedown
3. File a report with the FBI's Internet Crime Complaint Center (IC3)
4. Contact a lawyer experienced in digital privacy or cyber harassment
5. Report it under the Take It Down Act if the content is intimate in nature

Reduce Your Deepfake Risk With PrivacyOn

The best defense against AI-generated deepfakes starts with reducing the source material. PrivacyOn removes your personal information and photos from 100+ data brokers and people-search sites, making it harder for bad actors to find the images they need to create convincing fakes. Combined with dark web monitoring and 24/7 alerts, PrivacyOn helps you stay ahead of emerging AI-powered threats. Learn more about protecting yourself from deepfakes.