TRUST & SAFETY TEAMS
Uncover Bad Actors Hiding Within Your Platform
Equip your team with darknet-sourced identity intelligence to attribute bad actors, investigate coordinated abuse, and protect communities from threats – starting with identity fragments other tools can’t act on.
See threat patterns and abuse tied to bad actors
When you need to confirm whether multiple accounts belong to the same bad actor, fraud prevention and behavior analytics tools can’t help you investigate. SpyCloud fills that gap by correlating exposed credentials, compromised devices, linked personas, and cross-platform attribution data.
Investigate with upstream evidence needed to connect accounts, unmask bad actors, and defend enforcement decisions to maintain your platform’s integrity.
Access credentials, device IDs, browsing artifacts, and personally identifiable information (PII) recaptured from breaches, malware infections, and phishing campaigns – the same data criminals use to target your platform
Advanced analytics technology connects fragmented exposures across shared usernames, emails, passwords, and devices to reveal the same individual operating multiple accounts
Built on a decade of investigative tradecraft, SpyCloud’s AI Insights surfaces suspicious identity relationships and patterns from massive datasets – accelerating analysis while you maintain decision authority
Identity intelligence for Trust & Safety investigations
In Trust & Safety, attribution is everything. SpyCloud injects high-context identity intelligence – credentials, device IDs, browsing history, and cross-platform connections – sourced directly from breaches, malware infections, and phishing campaigns into your investigation workflows to supercharge them.
Whether you’re validating an account takeover, tracing coordinated harassment, or responding to escalations from legal teams, SpyCloud gives you the external context your platform tools can’t provide. You’re protecting more than revenue and reputation – you’re protecting people.
Transform names or aliases into complete identity profiles for real individuals using recaptured darknet data.
Start investigations from names, aliases, or email usernames and pivot through recaptured data to build comprehensive identity profiles.
Identify reuse across different platforms, shared infrastructure patterns, or coordinated account creation – all connections that traditional risk and signal tools miss.
Document investigations with the proof you need to escalate, enforce, and defend decisions to leadership.
EXPLORE USE CASES FOR SPYCLOUD
Protect your community with identity intelligence that gives you the edge
SpyCloud delivers the exposure data you need to investigate smarter, act faster, and protect your community from the bad actors who hide behind multiple accounts, stolen credentials, and false identities.
Threat actor attribution
Automated ATO prevention
Ready to power up your investigations?
Identity Attribution FAQs for Trust and Safety Teams
Fake accounts on platforms use fabricated identity elements: generated email addresses, VoIP phone numbers, or stolen PII. They avoid behavioral signals that UEBA and platform abuse detection systems watch for. SpyCloud approaches the problem from the criminal data side: IDLink correlates the identity artifacts submitted at account creation against SpyCloud’s recaptured dataset of breach records, infostealer logs, and phishing captures. When a fake account’s email address, username, or phone number appears in criminal data in combination with known fraudulent account patterns or criminal infrastructure, SpyCloud surfaces that connection. This is how T&S teams trace multiple fake accounts back to a single real criminal operator running a coordinated campaign.
Platform enforcement decisions based solely on behavioral signals are vulnerable to appeals because the account owner can claim the behavior was accidental, that their account was compromised, or that the detection was wrong. Enforcement decisions supported by SpyCloud’s identity correlation evidence are harder to appeal because they are based on the criminal identity footprint of the operator: their real email address, their device fingerprint appearing in malware logs, their credentials reused across criminal infrastructure. This shifts the enforcement basis from ‘your account did X’ to ‘the identity operating this account is connected to criminal infrastructure,’ which is a much stronger evidentiary standard.
Coordinated inauthentic behavior networks use multiple fake accounts that appear independent to platform detection systems. SpyCloud’s IDLink analytics surface the connections between accounts that their operators try to hide: shared device fingerprints, reused passwords across accounts, overlapping breach exposure history, or email addresses tied to the same criminal persona across multiple platforms. When multiple accounts on a platform trace back to the same criminal identity through IDLink correlation, T&S teams have the evidence to take network-level enforcement action rather than account-by-account enforcement.
SpyCloud’s Investigations API supports high-volume queries with programmatic access to IDLink correlation, breach record lookup, and malware log search. T&S teams at major platforms use the API to build automated triage pipelines that run SpyCloud correlation checks against flagged accounts at scale, surfacing only the accounts with confirmed criminal identity connections for human review. This reduces the manual investigation queue from all flagged accounts to the subset with SpyCloud-confirmed criminal identity links, dramatically improving analyst efficiency. SpyCloud integrates with Maltego for visual link analysis on complex coordinated campaigns requiring graph-based investigation.
Standard OSINT tools query publicly indexed data: social profiles, domain registration records, published breach databases. SpyCloud recaptures data from the private criminal channels where fake account operators actually operate. An operator running 500 fake accounts may have no public-facing digital footprint that OSINT can find, but if they infected their own device with infostealer malware at any point, or if their real email address appeared in a breach record alongside criminal infrastructure, SpyCloud finds that connection. The professional networking platform case study describes a T&S team that found hundreds of North Korean IT worker accounts using SpyCloud Investigations that OSINT methods had missed entirely.