README.md

---
license: cc-by-nc-nd-4.0
task_categories:
- video-classification
language:
- en
tags:
- legal
dataset_info:
  features:
  - name: file
    dtype: string
  - name: phone
    dtype: string
  - name: computer
    dtype: string
  - name: gender
    dtype: string
  - name: age
    dtype: int16
  - name: country
    dtype: string
  splits:
  - name: train
    num_bytes: 588
    num_examples: 10
  download_size: 342902185
  dataset_size: 588
---


# Monitors Replay Attacks Dataset
The dataset consists of videos of replay attacks played on different models of computers. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems.

The dataset includes: **replay attacks** - videos of real people played on a computer and filmed on the phone.

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F618942%2Fa40451e66953bd1652887400c0eae4be%2FUntitled.png?generation=1688049829507934&alt=media)

# Get the dataset

### This is just an example of the data

Leave a request on [**https://trainingdata.pro/data-market**](https://trainingdata.pro/datasets/anti-spoofing-replay?utm_source=huggingface&utm_medium=cpc&utm_campaign=monitors-replay-attacks-dataset) to discuss your requirements, learn about the price and buy the dataset.

# Content
The folder "attacks" includes videos of replay attacks

### Computer companies in the datset:
- Dell
- LG
- ASUS
- HP
- Redmi
- AOC
- Samsung


### File with the extension .csv
includes the following information for each media file:

- **file**: link to access the replay video,
- **phone**: the device used to capture the replay video,
- **computer**: the device used to play the video,
- **gender**: gender of a person in the video,
- **age**: age of the person in the video,
- **country**: country of the person

## [**TrainingData**](https://trainingdata.pro/datasets/anti-spoofing-replay?utm_source=huggingface&utm_medium=cpc&utm_campaign=monitors-replay-attacks-dataset) provides high-quality data annotation tailored to your needs

More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**

TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**

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