# HUMAN Security — Vendor Intelligence Profile
> Source: Vedex (https://vedex.ai) | Generated: 2026-10-05T09:37:12.960Z

## Overview

- **Description**: MediaGuard detects and prevents digital advertising fraud. MediaGuard and FraudSensor work together to detect invalid traffic (also known as IVT) and ensure that your ads are seen by real humans—not bots in disguise.
If you’re a HUMAN user, our Snowflake integration lets you access the full scope of data collected by our tools, including the pre-bid IVT predictions made by MediaGuard and the post-bid IVT detection and analysis performed by FraudSensor. These datasets offer event-level data about individual bid requests and impressions, including HUMAN’s “bot or not” decisions, detailed threat breakdowns, and information about the traffic sources driving each event.
Sample Tables:
pre-bid IVT prediction data (MediaGuard): mediaguard_prebid
sampled pre-bid IVT prediction data (MediaGuard): mediaguard_prebid_sampled
post-bid IVT detection and analysis (FraudSensor): mediaguard_postbid
Fields Included in MediaGuard pre-bid data:
supplier_id: The supplier id for the requests
publisher_id: The publisher id for the requests
device_type: The device type for the requests
media_type: The media type for the requests
ivt_bot_category: The various IVT categories detected
requests: Approximate number of requests
and 16 more fields.
Fields Included in MediaGuard sampled pre-bid data:
supplier_id: The supplier id for the requests
publisher_id: The publisher id for the requests
device_type: The device type for the requests
media_type: The media type for the requests
domain: The domain for the requests
app_id: The app id for the requests
ivt_bot_category: The various IVT categories detected
requests: Approximate number of requests
and 16 more fields.
Fields Included in MediaGuard post-bid:
ct: Query parameters used to fetch HUMAN's payload excluding c1 to c10
custom: c1 to c10 query parameters used to fetch HUMAN's payload
app_mismatch: Whether the app id claimed by the user and detected by HUMAN matched or not (mobile only)
detected_app_id: The app id detected by HUMAN (mobile only)
environment: The user's environment used for the connection
ivt_bot_category_str: The IVT categories detected
domains: Various domains related to the ad viewed by the user
bot: Whether ad was viewed by a bot or not
givt: Whether the bot was GIVT or not
sivt: Whether the bot was SIVT or not
and 21 more fields
- **Domain**: humansecurity.com
- **Contact Email**: info@humansecurity.com
- **Company Website**: https://humansecurity.com

## Categories & Sectors

- **Categories**: Fraud Remediation, Security

## Marketplace Presence

- **Source Platforms**: snowflake_marketplace
- **Platform Count**: 1

## Intelligence Scores

- **Vendor Score**: 18.7
- **Market Presence**: 14.3
- **Integration**: 20
- **Business Maturity**: 3.2

## Links

- Vedex Profile: https://vedex.ai/vendor/human-security-455768
- Due Diligence: https://vedex.ai/due-diligence/human-security-455768