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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

Dregs offers fraud detection solutions specifically designed for SaaS applications. By utilizing a lightweight JavaScript tracking script, it fingerprints devices and records user interactions, scoring each identity based on four key dimensions: Humanity (detection of bots and automation), Authenticity (identification of fake profiles and temporary email addresses), Uniqueness (detection of duplicate accounts linked via shared devices, IP addresses, and sessions), and Behavior (comparison of user activity against expected behaviors). The scoring system is transparent, derived from individual observations by the analyzers that can be reviewed and adjusted, rather than relying on a vague risk score. Alerts can be configured to notify teams via a dashboard, email, Slack, or webhooks, and the implementation process is structured in four stages — Scoring, Alerts, Escalation, and Autonomy — ultimately allowing for automated responses such as rate limiting and account quarantining. Dregs effectively addresses issues such as free-trial exploitation, fraudulent promotions and referrals, duplicate account creation, stolen credit card testing, SMS pumping, credential stuffing, and data scraping. Additionally, the setup process is user-friendly, featuring a self-serve model that includes a free trial and clearly outlined pricing options, making it accessible for teams to integrate into their operations. This comprehensive approach ensures that businesses can protect themselves against various forms of fraud effectively.

Description

HUMAN Sightline Cyberfraud Defense is an application security and fraud defense platform for governing traffic from humans, bots, AI agents, and other automated systems. It operates across websites, mobile applications, and APIs to help organizations identify legitimate sessions while detecting fraud, abuse, and misuse. The platform provides protection against use cases including account takeover, compromised accounts, fake accounts, scraping, transaction abuse, data contamination, and emerging agentic AI risks. HUMAN uses layered protection that evaluates activity across multiple stages of a session instead of assessing login, checkout, or other interaction points in isolation. Its AI models continuously adapt based on previous detections and mitigation events, helping the system respond to evolving attacker behavior. High-fidelity decisioning is paired with mitigation and governance controls so organizations can act on identified threats while preserving access for legitimate users and automated systems. Investigation tools help security teams analyze attack networks, understand tactics, and accelerate incident response. Reporting and observability capabilities provide teams with more context around decisions and threat activity across protected applications. The platform is designed for enterprises that need to reduce cyberfraud without unnecessarily disrupting trusted customers, bots, or AI-driven interactions.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

No images available

Integrations

AWS Lambda No 
Akamai No 
Cloudflare No 
Exabeam No 
Fastly No 
Google Cloud Platform No 
Human Defense Platform No 
JavaScript Yes 
Kubernetes No 
Magento No 
Microsoft Azure No 
NGINX No 
Okta No 
Opsgenie No 
PagerDuty No 
Palo Alto Networks Next-Generation Firewalls No 
Siemplify No 
Slack No 
Snyk No 
Splunk Cloud Platform No 

Integrations

AWS Lambda Yes 
Akamai Yes 
Cloudflare Yes 
Exabeam Yes 
Fastly Yes 
Google Cloud Platform Yes 
Human Defense Platform Yes 
JavaScript No 
Kubernetes Yes 
Magento Yes 
Microsoft Azure Yes 
NGINX Yes 
Okta Yes 
Opsgenie Yes 
PagerDuty Yes 
Palo Alto Networks Next-Generation Firewalls Yes 
Siemplify Yes 
Slack Yes 
Snyk Yes 
Splunk Cloud Platform Yes 

Pricing Details

$17/month
Free Trial Yes 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Dregs LLC

Founded

2025

Country

United States

Website

dregs.com

Vendor Details

Company Name

HUMAN Security

Founded

2012

Country

United States

Website

www.humansecurity.com/applications/cyberfraud-defense/

Product Features

Fraud Detection

Access Security Management No 
Check Fraud Monitoring No 
Custom Fraud Parameters No 
For Banking No 
For Crypto No 
For Insurance Industry No 
For eCommerce No 
Internal Fraud Monitoring No 
Investigator Notes No 
Pattern Recognition No 
Transaction Approval No 

Product Features

Fraud Detection

Access Security Management No 
Check Fraud Monitoring No 
Custom Fraud Parameters No 
For Banking No 
For Crypto No 
For Insurance Industry No 
For eCommerce No 
Internal Fraud Monitoring No 
Investigator Notes No 
Pattern Recognition No 
Transaction Approval No 

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