Kuidas pettus võrgust vaadatuna välja näeb.
Laboritulemused antidetect-brauserite ja residentsete proksite kohta, mängukavad ühe rünnakuga postituse kohta ning integratsioonijuhendid sinu raamistikule.
Kameleo & Undetectable Live Test: Both Flagged at Risk Score 100
Fresh Kameleo 4.5.0 and Undetectable installs vs Maskbreak's live scanner. Both flagged at risk score 100, with screenshots of what gave them away.
Loe artiklitUusimad enne
Kõige värskemad artiklid kõigist rubriikidest.
The public-interest program: no rate cap for hospitals, governments and research
Hospitals, public health, government, election offices, emergency services, universities and non-profits now get the API with the hourly cap removed. Who qualifies, and why.
Account takeover: the six endpoints to protect, and the one call that covers them
Login is where everyone looks, but accounts are also taken over through password reset, MFA enrolment, contact changes and session refresh. One helper, six call sites.
Fake dating profiles: how the farm runs and where to stop it
One machine behind fifty verified profiles: why photo and email checks pass a profile farm, and the device-linking check that goes before the profile is shown.
Mida me näeme, kui paneme tööriista proovipingile
Antidetect-brauserid signaal signaali haaval, peata ja automatiseerimisraamistikud, TLS-i sõrmejälg ja proksivõrgud selle kõige all.
Kõik 13 →AI Agent Traffic: Telling Assistants From Attackers
Browser-using AI agents trip every legacy bot control. How to separate declared crawlers, user-driven agents, and attackers wearing agent clothing.
JA3, JA4, and TLS Fingerprinting for Fraud Teams
What a TLS fingerprint actually captures, why JA3 broke, what JA4 fixed, and the one thing TLS fingerprints are genuinely good at in fraud detection.
Octo Browser and the Second Tier of Antidetect Tools
Octo, MoreLogin, VMLogin, Hidemyacc and the rest of the second tier share one structural weakness — and it is not the fingerprint they spoof.
Üks rünnak postituse kohta: kuidas seda tehakse, miks tavaline kontroll sellest mööda läheb ja kuhu kontroll käib
Kirjutatud inimesele, kes peab paranduse välja saatma.
Kõik 21 →Fake dating profiles: how the farm runs and where to stop it
One machine behind fifty verified profiles: why photo and email checks pass a profile farm, and the device-linking check that goes before the profile is shown.
Aged Accounts: Fraud That Registers Months Early
Account farms register months before they strike, so signup checks see nothing. What a farm cannot change afterwards is how those accounts were created.
Gift Card Fraud: Draining and Code Enumeration
The three gift card attacks that actually happen, why balance-check endpoints are the softest target you own, and where to put the checks without punishing real recipients.
Töötav kood sinu raamistikule
Iga juhend katab, kuhu kontroll käib, milline peaks olema ajalimiit ja mis juhtub, kui API maas on — mitte ainult õnneliku tee.
Kõik 16 →Account takeover: the six endpoints to protect, and the one call that covers them
Login is where everyone looks, but accounts are also taken over through password reset, MFA enrolment, contact changes and session refresh. One helper, six call sites.
Flask Fraud Detection: One Decorator, Three Failure Modes
A screening decorator for Flask that survives gunicorn forking, ad blockers and a dead upstream — with the session-reuse and timeout details.
Spring Boot Fraud Detection Without a Java SDK
A RestClient bean, an interceptor, and the three Spring details that decide whether this survives production: pooling, timeouts, and failing open.
Otsevõrdlused ja kategooriaülevaated, sealhulgas juhud, kus õige vastus on teine tarnija
Me teeme üht neist toodetest ja ütleme seda igal lehel.
Kõik 6 →DataDome vs Maskbreak: Perimeter Bot Defence or Action-Level Verdicts
DataDome mitigates bots at the perimeter. Maskbreak returns a verdict at the action. The distinction decides which one fits the abuse you actually have.
Best Fraud Detection APIs in 2026: 10 Compared
Ten fraud detection APIs compared on the signals they return, published prices and free tiers, with six test sessions that show which layer each one can see.
Best Fake Account Detection Software in 2026
How to evaluate fake account detection software in 2026: the signals that catch antidetect browsers, proxy rotation, and AI-assisted signup abuse.
Definitsioonid, mida ülejäänud sait sinult eeldab
Lühidalt, lihtsalt ja selgelt selle kohta, kus iga mõiste lakkab kasulik olemast.
Kõik 6 →Is an IP Address Personal Data Under GDPR?
Yes, dynamic addresses included. What that means for a fraud check in practice: lawful basis under Art. 6(1)(f), data minimisation, retention, and processor questions.
Is Device Fingerprinting Legal? GDPR, ePrivacy, and Fraud Prevention
What EU and UK law says about device fingerprinting for fraud prevention — lawful basis, the ePrivacy consent question, and what to check first.
Should You Block AI Agents? A Short Decision Guide
A one-page framework for deciding whether AI agent traffic is a threat, a customer, or both — and what to do at each answer.
Mis muutus ja miks
Programmid, poliitika ja tooteotsuste tagamaad, kuupäevastatud ja allkirjastatud inimese poolt, kes need tegi.
Kõik 1 →- 01How to Detect Residential Proxies in 2026
- 02Best Free VPN Detection APIs for Websites in 2026
- 03Card Testing Attacks: How Bots Drain Stripe Accounts in 2026
- 04Headless Browser Detection in 2026: What Still Works
- 05CAPTCHA Farm Economics: How $0.001 per Solve Killed Bot Detection
- 06Detecting Antidetect Browsers in 2026
- 07How to Detect Puppeteer & Playwright in 2026
- 08Shopify Bot Detection: Block Sneaker Bots, Scalpers & Fake Checkouts
VPN-i, proksi ja botimustrid, mida me sel kuul nägime
Üks e-kiri kuus sellest, mis meie kontrollitavas liikluses muutus — uued VPN-i ja proksivõrgud, uued botitööriistad, mida meie laborikatsed välja tõid. Kirjutatud inseneridele. Loobu ühe klõpsuga.