Detect Expert Academy

FraudLab: How Anti-Fraud Systems Work

Master anti-fraud systems and see how security decisions are made. Learn to read the logic behind anti-fraud algorithms, analyze their behavior, and use this insight to outsmart even the toughest protection systems.
Don’t miss out!
FraudLab: How Anti-Fraud Systems Work [EN]
Don’t miss out!Promotion is valid
Don’t miss out!

emojisIs This Course Right for You?

  • 1

    🧠 For InfoSec and Anti-Fraud Analysts

    You deal with systems that make decisions for you — yet you don’t always know why. This course reveals the inner architecture of anti-fraud mechanisms so you can predict their behavior, uncover weaknesses, and strengthen your own defenses. Stop guessing — and start thinking like the system.

  • 2

    ⚙️ For Anti-Detect and Proxy Service Developers

    Your clients demand stability, yet you’re constantly fighting evolving tracking algorithms. After this course, you’ll understand how and why systems distinguish real users from disguised ones — and create products that look natural even to advanced anti-fraud engines.

  • 3

    💸 For Arbitrage Experts

    Losing budgets to bans, suspicious clicks, or unstable accounts? This course gives you a real competitive edge. You’ll learn how anti-fraud systems see your traffic, what raises red flags, and how to build infrastructure that passes moderation and lives longer. No more guessing — you’ll start working with the system, not against it.

  • 4

    📊 For Marketers and Media Buyers

    You run ad campaigns where every banned account means wasted time and money. This course helps you understand which signals anti-fraud systems flag as “risky” — and how to build communication and setups that don’t trigger detection. Optimize your team’s performance and protect your ad budgets from unnecessary losses.

  • 5

    👥 For Multi-Account Professionals

    If you manage multiple profiles — ad, marketplace, or social — and keep running into bans, this course shows you exactly what gives you away. Discover how anti-fraud systems connect actions, devices, and patterns — and how to build safe, stable infrastructure without paranoia or downtime.

  • 6

    🚫 For Users Tired of Bans and Restrictions

    Sick of unpredictable blocks and losing time and money without knowing why? This course uncovers how platforms decide who to trust, which triggers hurt your account reputation, and how to act naturally in the eyes of the system. You’ll stop fearing bans — and start managing risk intelligently.

Predict how anti-fraud systems think and make decisions.

You’ll learn how anti-fraud mechanisms analyze devices, traffic, and user behavior — and how to uncover the real reasons behind bans.

You’ll be able to build resilient infrastructures that look natural to trust systems, reduce risks, boost conversions, and take full control of your project’s security.

Course Benefits

  • Real mechanisms, not theory

    1

    Forget generic explanations and “infosec myths.” This course reveals the real principles behind how anti-fraud systems make decisions — insights you’ll never find in public documentation or open sources.

  • Practice built on 10 years of research

    2

    Gain a concentrated set of insights drawn from a decade of hands-on work with real anti-fraud systems. Every concept is demonstrated through practical case studies — no slides, no speculation, just how it truly works.

  • System logic, not a list of tricks

    3

    This course doesn’t give you templates — it builds your system thinking. You’ll learn to analyze anti-fraud reactions, understand algorithmic logic, and predict system behavior like a true analyst.

  • Flexible, convenient learning

    4

    Access lessons anytime, from any device. Learn at your own pace, revisit complex topics, and master the material without deadlines or pressure.

  • Applicable across industries

    5

    The knowledge you gain applies to any trust-based ecosystem — from affiliate marketing and ad tech to fintech and cybersecurity. One approach, countless real-world applications.

  • Expert-led insights

    6

    The course is created by Dmytro Momot (Vektor T13) — a recognized anti-fraud researcher featured in Forbes and international media. You’ll learn from one of the pioneers of the anti-fraud industry.

  • Access to closed knowledge

    7

    Many of the processes revealed in this course have never been published anywhere — not in open sources, not even in private professional circles. You’ll gain access to knowledge unavailable to most experts.

  • Fast return on investment

    8

    Every lesson is designed for immediate application. You’ll optimize your traffic, reduce losses from bans and detection errors, improve campaign efficiency — and recoup your investment within your first results.

Don’t miss out!Promotion is valid
Don’t miss out!

Course Curriculum

  • Chase bank anti-fraud analysis for beginners — a practical method applicable to ~90% of web resources.
  • DNS as an identifier — how DNS reveals more about you than your proxies.
  • WebGPU — the new API (successor to WebGL) and how to work with it.
  • WebGPU Performance — a unique metric for detecting use of antidetect solutions.
  • WebGL fingerprinting — move beyond the familiar fingerprint; focus on an alternative, more robust identifier.
  • Browser FM — a ready-made set of identifiers derived from performance readings.
  • WebAssembly fingerprinting — a leading new stack of identifiers that challenges traditional fingerprinting
  • AudioContext — the audio fingerprint independent of actual sound, and how to handle it.
  • Canvas — “Fake of Fakes” — the truly genuine Canvas fingerprint, not what casual checkers report.
  • M1D and M1D1 — a unique set of network fingerprints and how to work with them.
  • Obtaining a top-tier anti-fraud system for free — practical approaches to access advanced anti-fraud tooling without cost.

Have questions?

If you didn’t find the information you were looking for on our page, you can contact our manager with your question from 9:00 to 00:00 (UTC+3).

Follow Us

Join our Telegram channel

Learning Outcomes

Key Skills

  • Understanding the internal architecture of anti-fraud systems. Gain deep insight into how identification, correlation, and decision-making modules actually work.
  • Behavioral trigger analysis. Learn to recognize the subtle signals anti-fraud systems use to detect suspicious actions.
  • Predicting algorithmic reactions. Understand when and why anti-fraud mechanisms activate — and prevent blocks before they happen.
  • Designing resilient digital environments. Master the art of building infrastructures that appear completely natural to security systems.
  • Diagnosing bans and restrictions. Discover how to pinpoint the true sources of suspicion and correct behavioral or technical weak points.
  • Developing anti-fraud mindset. Start thinking like a system — analyzing logic, anticipating risks, and making data-driven security decisions.

Tools You’ll Master

  • Cybersource
  • IpQualityScore
  • Sift
  • PerimeterX
  • Riskified
  • ThreatMetrix
  • Arkose Labs
  • DataDome
  • GeoComply
  • Cloudflare Security Suite
  • Seon

Author

Vektor T13

Vektor T13

👤 Course Author

A certified information security expert with 17 years of professional experience. Creator and founder of the AntiDetect project — the platform that started an entire new era in digital identity research. The world’s most recognized independent anti-fraud systems researcher. A frequent speaker at international conferences and a professional featured in Forbes and leading tech media outlets.

Vektor T13

Vektor T13

👤 Course Author

A certified information security expert with 17 years of professional experience. Creator and founder of the AntiDetect project — the platform that started an entire new era in digital identity research. The world’s most recognized independent anti-fraud systems researcher. A frequent speaker at international conferences and a professional featured in Forbes and leading tech media outlets.

Have questions?

If you didn’t find the information you were looking for on our page, you can contact our manager with your question from 9:00 to 00:00 (UTC+3).

Follow Us

Join our Telegram channel

Plans and Pricing

One-time payment

- 30%
860 $602 $Your savings: 258 $

You pay once and get full access to all course materials.

One-time payment

- 30%
860 $602 $Your savings: 258 $

You pay once and get full access to all course materials.

Our Promise

Your learning investment is always protected

Our Promise

Your learning investment is always protected

Часто задаваемые вопросы

  • Can I apply the knowledge right after the course?

    Yes. Every topic is backed by practical, real-world examples.

    After just a few lessons, you’ll start understanding why bans and blocks happen — and how to adjust your architecture or system behavior to prevent them.

  • How is this course different from free materials online?

    The information in this course has never been published publicly.

    It’s the result of 10 years of in-depth research into the inner workings of anti-fraud mechanisms — knowledge usually available only to internal system developers.

  • What will I gain after completing the course?

    You’ll learn to see security systems from the inside, understand why anti-fraud triggers occur, predict their behavior, and design resilient solutions that avoid false blocks and bans.

  • Is the course suitable for affiliate marketers, media buyers, or multi-account professionals?

    Absolutely.

    You’ll understand how anti-fraud systems analyze devices, traffic, and user behavior — and learn to build safe workflows that minimize bans and restrictions.

FraudLab: How Anti-Fraud Systems Work | Detect.Expert Academy