Access Signal

Account takeover field guides

Explore credential stuffing, passwordless sessions, identity exposure, impossible travel, trusted integration, recovery and customer impact.

Practical reading for the teams connecting identity, product, engineering, fraud operations and support.

Latest guides

Diagram: Reduce exposure → Authenticate → Assess activity → Confirm response

How to prevent account takeover across the access journey

Build an account takeover prevention plan across authentication, device and network risk, sensitive actions, session containment and protected recovery.

Alexei Sorokin · 4 min read
Diagram: Observe attempts → Connect activity → Check context → Validate outcome

Detect credential stuffing behind residential proxies

Detect distributed credential stuffing with account, device and network evidence. Evaluate low-rate attempts, valid logins and legitimate shared-network users.

Alexei Sorokin · 4 min read
Diagram: Verify factor → Issue session → Protect actions → Revoke access

Account takeover risk in passwordless login and sessions

Understand what passkeys protect, where session and recovery risk remains, and how to evaluate account controls around a passwordless login journey.

Alexei Sorokin · 4 min read
Diagram: Find exposure → Match identity → Remediate artifact → Verify closure

Credential exposure monitoring before account takeover

Compare compromised-credential and session-artifact monitoring with live login risk. Plan identity matching, remediation and verification without collecting raw secrets.

Alexei Sorokin · 4 min read
Diagram: Check times → Inspect network → Compare continuity → Choose response

Investigate impossible travel without locking out owners

Investigate impossible-travel alerts with device continuity, network context, timestamps and session actions. Separate IP geolocation changes from confirmed compromise.

Alexei Sorokin · 4 min read
Diagram: Associate check → Retrieve result → Execute action → Confirm outcome

Integrate a login-risk API with your identity provider

Build trusted login-risk integration around account and action references, server-side results, freshness, step-up confirmation, timeouts and session controls.

Alexei Sorokin · 4 min read
Diagram: Protect request → Verify owner → Change access → Check sessions

Secure account recovery after suspicious access

Protect account recovery with safe reset handling, proportionate device-risk checks, owner verification and confirmed session consequences after a reset.

Alexei Sorokin · 4 min read
Diagram: Label cases → Replay fairly → Measure friction → Compare outcomes

Measure account takeover detection and false positives

Evaluate ATO tools with confirmed outcomes, legitimate-owner friction, step-up completion, recovery results and explicit coverage and cost denominators.

Alexei Sorokin · 4 min read

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Practical research guides