# AdverseVideo Detector AI — Video Threat Analysis

> AI-powered video analysis for cybersecurity threat detection and risk assessment. (iPhone/iPad app by Bingyan Du.)

- Source: https://appshunter.io/ios/app/adversevideo-detector-ai/id6759844699 (this page in markdown: same URL + `.md`)
- Developer: [Bingyan Du](https://appshunter.io/developer/1881138273)
- Category: Utilities, Productivity
- Price: Free
- Rating: 5.00/5 from 66 App Store ratings · 16 written reviews indexed
- Age rating: 4+
- Requires: iOS 15.1 · 29 MB
- Languages: American English
- Released: 2026-03-07
- Data updated: 2026-07-26
- Monetization: free
- User reviews in markdown: https://appshunter.io/ios/app/adversevideo-detector-ai/id6759844699/reviews.md

## What is AdverseVideo Detector AI?

AdverseVideo Detector AI is a research-backed platform that analyzes video content for potential cybersecurity threat indicators. Built on peer-reviewed research published at the IEEE International Conference on Intelligence and Security Informatics.

FEATURES:
- Multimodal AI analysis using GPT-4 Vision and Whisper
- Frame-by-frame visual threat detection
- Audio transcript analysis for suspicious keywords
- Comprehensive risk scoring (0-100 scale)
- Detailed threat assessment reports

DESIGNED FOR:
- Academic researchers studying cyber threats
- Cybersecurity professionals conducting content analysis
- Educational institutions teaching security awareness
- Security teams monitoring online threat content

HOW IT WORKS:
1. Submit a YouTube video URL
2. AI analyzes video frames, audio, and metadata
3. Receive comprehensive threat assessment
4. Review detailed findings and risk score

TECHNOLOGY:
- Advanced computer vision (GPT-4 Vision)
- Speech-to-text analysis (OpenAI Whisper)
- Custom threat detection algorithms
- Research-validated risk scoring

For educational and research purposes. Based on published academic research in cyber threat intelligence.

## Key features

- Multimodal AI analysis
- Frame-by-frame visual threat detection
- Audio transcript analysis
- Comprehensive risk scoring
- Detailed threat assessment reports

## Recent user reviews (10 of 16)

All indexed reviews: https://appshunter.io/ios/app/adversevideo-detector-ai/id6759844699/reviews.md

### 5/5 — Accurate more often than not

*2026-03-16, version 1.0*

I tested it with a few random YouTube clips and it caught the ones with hacking demos. Not perfect but honestly pretty good.

### 5/5 — Nice UI and simple workflow

*2026-03-16, version 1.0*

Upload video → analysis → results. Very clean flow. I appreciate when apps don’t overcọmplicate things.

### 5/5 — Helpful for cybersecurity training

*2026-03-16, version 1.0*

We run internal training sessions and sometimes pull videos from public sources. This helps filter out potentially harmful demonstrations.

### 5/5 — Smooth experience so far

*2026-03-16, version 1.0*

Just started using it but everything works smoothly. Upload, analysis, report — all pretty straightforward.

### 5/5 — Finally something built for this problem

*2026-03-15, version 1.0*

I’ve searched for tools that analyze video risk or cyber content and never really found anything focused on this. Glad someone built it.

### 5/5 — Nice Tool

*2026-03-15, version 1.0*

Good to have something handy like this

### 5/5 — Would love bulk analysis

*2026-03-15, version 1.0*

Really like the idea and the implementation. My only suggestion would be a bulk upload option for researchers who need to check a lot of videos.

### 5/5 — Impressive detection

*2026-03-15, version 1.0*

Tested it with a few questionable security videos and it flagged things I would have missed. Pretty impressive honestly.

### 5/5 — Good for educators

*2026-03-15, version 1.0*

As a teacher I’m always worried about accidentally showing unsafe or questionable content. This tool gives me a bit more confidence when using online videos in class.

### 5/5 — Easy to use even if you're not technical

*2026-03-14, version 1.0*

I’m not super technical but I was able to understand the interface pretty quickly. The reports are clear and not overloaded with jargon.

## Frequently asked questions about AdverseVideo Detector AI

### What does AdverseVideo Detector AI do?

AdverseVideo Detector AI is a platform that analyzes video content to identify potential cybersecurity threat indicators. It uses advanced AI models to examine visual elements, audio transcripts, and metadata, providing a comprehensive risk score and detailed threat assessment.

### What are the key features of this app?

Key features include multimodal AI analysis using GPT-4 Vision and Whisper, frame-by-frame visual threat detection, audio transcript analysis for suspicious keywords, a comprehensive risk scoring system from 0-100, and detailed threat assessment reports.

### Is AdverseVideo Detector AI free to use?

Based on the provided information, the application is available for free. There are no mentions of in-app purchases or subscription models, indicating it is offered at no cost.

### Who is the target audience for this application?

This application is designed for academic researchers studying cyber threats, cybersecurity professionals conducting content analysis, educational institutions teaching security awareness, and security teams monitoring online threat content.

### How does the AI analyze videos for threats?

The AI analyzes videos by examining individual frames for visual threat indicators, transcribing audio content to identify suspicious keywords, and processing metadata. This multimodal approach, powered by technologies like GPT-4 Vision and OpenAI Whisper, contributes to a comprehensive threat assessment and risk score.

## Version history (last 2 releases)

### 1.1.0 — 2026-03-20

Added a new Threat Intelligence section with curated, real-world cyber threat reports related to malicious video campaigns.
Improved analysis results with clearer risk presentation, including video details, warnings, frame-by-frame findings, and text analysis in one view.
Enhanced app navigation and tab experience for faster access to Analyze, Threats, Impact, and More.
Improved performance and reliability for video analysis requests, including better handling of loading states and network errors.
General UI polish and stability improvements.

### 1.0 — 2026-03-07

No release notes.

## Related topics

[adverse](https://appshunter.io/ios/topics/adverse) · [adversevideo detector ai](https://appshunter.io/ios/topics/adversevideo-detector-ai)

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-07-26.*