Phylaxa

One detection engine. Every attack surface.

Phylaxa inspects web, mobile and API traffic through a single LLM-driven pipeline — from raw signals to an enforceable verdict in milliseconds.

Engine architecture

Three layers work together on every request: signal collection, LLM-driven analysis, and inline enforcement.

Signal collection

Passive fingerprinting gathers 300+ signals per session — TLS and HTTP/2 characteristics, runtime environment, input dynamics and navigation patterns — with no impact on page performance.

LLM analysis core

Session behavior is encoded and evaluated by a purpose-built language model trained on billions of labeled human and automated sessions, then cross-checked by deterministic anomaly models.

Decision & enforcement

A 0–100 risk score and action — allow, monitor, throttle, challenge or block — is returned inline at the edge or via API, with full audit logging for every verdict.

The AI model pipeline

Continuous learning keeps detection ahead of adversaries without manual rule tuning.

  1. Observe

    Anonymized attack and human traffic is sampled across the protected network.

  2. Label

    Sessions are labeled through analyst review, honeypots and outcome feedback.

  3. Train

    Detection models are fine-tuned weekly and validated against red-team attack suites.

  4. Deploy

    New models roll out globally in minutes with automatic rollback on regression.

Deploy anywhere

Pick the integration point that fits your stack — or combine them for defense in depth.

Server SDKs

Lightweight libraries for Node.js, Python, Go, Java and Ruby. Score requests with three lines of code and full control over enforcement.

Edge connectors

Native integrations for major CDN and edge platforms. Inline verdicts with under 5 ms median latency, no origin changes required.

Cloud API

A regional REST and gRPC API for custom stacks, mobile backends and batch analysis, with regional data residency options.

Fits your existing stack

Phylaxa streams decisions and telemetry to the tools your team already uses.

  • CDN & edge platforms
  • SIEM and observability
  • Web application firewalls
  • Fraud & risk platforms
  • CI/CD and IaC tooling
  • Data warehouses

Protection coverage

Six domains, one decision engine. Phylaxa covers the abuse vectors that cost you revenue — from the login form to the checkout to your public content.

Account Protection

Stolen credentials and automated takeover attempts make your login endpoint the attacker's front door.

  • Credential stuffing and account takeover
  • Fake account creation at registration
  • Session hijacking and token theft
  • Password spraying and brute-force attacks

Phylaxa reads intent across the full login and registration journey, stopping takeover before it becomes loss — with fewer lockouts and less MFA friction for real customers.

  • Banking & fintech
  • SaaS
  • Gaming

Content & Scraping Protection

Scrapers strip your pricing, catalog and original content — and you pay the infrastructure bill for serving them.

  • Content theft and republishing
  • Competitive price intelligence harvesting
  • Inventory and availability reconnaissance
  • Low-and-slow distributed crawling

Phylaxa separates good bots from hostile ones. Search engines get through; competitors and content thieves don't. Your pricing stays private, your content stays yours, and your origin serves customers instead of scrapers.

  • E-commerce
  • Travel
  • Media & publishing

AI Agent Trust

LLM crawlers and autonomous agents now act on your site — training on your content, placing orders, opening accounts — without telling you who they are.

  • LLM training crawlers harvesting content at scale
  • AI agents impersonating human shoppers and registrants
  • Agent-driven abuse of authenticated APIs

See the identity and intent of every AI visitor, and set per-endpoint policy — allow, monitor or block. Shut out the agents you don't want; monetize the ones you do.

  • Media & publishing
  • E-commerce
  • SaaS

Transaction & Promo Fraud

Payment fraud and promo abuse hit the checkout directly — no account history required.

  • Carding and card testing on payment forms
  • Promo, coupon and referral abuse
  • Multi-accounting to farm sign-up incentives
  • Scalper bots hoarding limited inventory

Phylaxa scores guests with no account history, so stolen cards are stopped before the charge goes through — and limited releases reach real customers, not resellers.

  • Retail & e-commerce
  • Ticketing
  • Food delivery

Abuse & Toll Fraud

The costliest abuse never touches your login: SMS pumping, fake leads, junk content and application-layer floods.

  • SMS toll fraud (pumping / IRSF)
  • Ad click and impression fraud
  • Spam reviews, listings and form submissions
  • Layer-7 DDoS and API abuse

Protection moves upstream to every OTP, ad and form touchpoint — so you stop paying for fake traffic before the invoice arrives.

  • Telecom
  • Marketplaces
  • Ad-supported media

Mobile & App Security

Mobile apps and JavaScript clients are the attacker's reverse-engineering playground — unpacked, intercepted, tampered with, repackaged, and emulated by device farms posing as real users.

  • Reverse engineering & decompiling of mobile apps
  • Tampering & repackaging with injected payloads
  • Device farms emulating real users at scale
  • JavaScript theft & API key extraction from web clients

Layered hardening for web and mobile clients — JavaScript virtualization obfuscation, anti-debug and anti-injection defenses, and device attestation — gives reverse engineers nothing to grip, exposes device farms, and keeps API keys and business logic from leaking.

  • Financial services
  • Gaming
  • E-commerce
  • Mobility & ride-hailing

See what your traffic really looks like

Get a free 7-day traffic assessment. We will show you exactly how much of your traffic is automated — and what it is costing you.

Request a demo