Quick access
Healthcare Identity And Access Abuse
Healthcare Claims And Billing Fraud
Healthcare Prescription And Pharmacy Abuse
Healthcare Marketplace And Content Integrity
Healthcare Compliance And Clinical Data Integrity
Healthcare Identity And Access Abuse
New Logins From Unfamiliar Regions Just Before Record Downloads Or Prescription Refills
Your healthcare portal is vulnerable to this signal: unfamiliar regions light up ahead of record exports and refills. The heat-map highlights time-boxed hotspots consistent with ATO staging.
Account-takeover solution: Detects risky sign ins and triggers protection before record export or refill. See https://www.crossclassify.com/solutions/account-takeover/
Spike Of Failed Logins Followed By A Successful One
Your portal is vulnerable: bursts of failures flip to success shortly after. The lines show the classic credential-stuffing burst that eventually succeeded.
Bot-attack solution: Stops credential stuffing at auth endpoints before a valid login lands. See https://www.crossclassify.com/solutions/bot-attack/
Many Accounts Tied To Same Device Or Ip Accessing Different Patients
Your system is vulnerable: a single device connects to numerous accounts. The network exposes a hub-and-spoke signature of shared IDs in clinics.
Device-fingerprint solution: Correlates accounts that operate from the same device to expose shared login abuse. See https://www.crossclassify.com/solutions/device-fingerprint/
Reused Device Fingerprints Across Distinct Clinician Npi Numbers
Device fingerprints map one-to-one with NPI identities. The table confirms unique pairings without cross-reuse.
| device_fingerprint | NPI | reuse_count |
|---|---|---|
| dfp-101 | 1012345678 | 1 |
| dfp-204 | 1087654321 | 1 |
| dfp-309 | 1029384756 | 1 |
| dfp-412 | 1098765412 | 1 |
| dfp-587 | 1011223344 | 1 |
Contact Change Followed By Password Reset Within 10 Minutes
Changes and resets are not tightly coupled. The lines remain decoupled across hours.
Support Tickets Immediately Preceding Credential Changes
Help tickets sit far from change events. The table shows healthy minute gaps.
| Ticket_id | change_event | minutes_between |
|---|---|---|
| TKT-1000 | email_change | 45 |
| TKT-1001 | password_reset | 120 |
| TKT-1002 | phone_change | 60 |
| TKT-1003 | password_reset | 95 |
| TKT-1004 | email_change | 180 |
| TKT-1005 | phone_change | 210 |
| TKT-1006 | password_reset | 75 |
| TKT-1007 | email_change | 160 |
| TKT-1008 | phone_change | 130 |
| TKT-1009 | password_reset | 200 |
Healthcare Claims And Billing Fraud
Cpt Level Distribution Drifts Higher Than Peer Mix
This signal passed: level mix mirrors peer distribution. The bars stay within expected bounds.
Incompatible Code Pairs Billed Together
Incompatible pairs are near zero. The table shows negligible counts.
| code_pair | count |
|---|---|
| 99213+99214 | 0 |
| 93000+93010 | 1 |
| 11055+11056 | 0 |
| 80050+80053 | 1 |
Claims Submitted Outside Facility Geofence
Your operation is vulnerable: multiple claims show “No” geofence hits. The table indicates off-site or fabricated encounters.
| claim_id | in_geofence |
|---|---|
| CLM-1001 | Yes |
| CLM-1002 | No |
| CLM-1003 | Yes |
| CLM-1004 | No |
| CLM-1005 | No |
| CLM-1006 | Yes |
Device-fingerprint solution: Binds claim submission to trusted devices inside facility geofence. See https://www.crossclassify.com/solutions/device-fingerprint/
Burst Of Claim Submissions Within A Single Minute
Your billing is vulnerable: an extreme one-minute burst appears. The bars reveal copy-pasted claim batches.
Bot-attack solution: Blocks scripted claim floods at submission endpoints. See https://www.crossclassify.com/solutions/bot-attack/
Beneficiary Bank Change Followed By Large Payout Within 24 Hours
Payout volume remains flat around bank edits. The two series are decoupled.
Same Bank Account Used By Multiple Providers
Your treasury is vulnerable: a single account receives funds from many providers. The network exposes laundering or impersonation.
Account-opening solution: Flags shell or impersonated providers that share the same payout account. See https://www.crossclassify.com/solutions/account-opening/
Healthcare Prescription And Pharmacy Abuse
Many Prescribers For Same Patient In 30 Days
Prescriber counts per patient sit in expected ranges. The bars are low and even.
| patient | prescriber_count |
|---|---|
| pt-1 | 2 |
| pt-2 | 3 |
| pt-3 | 4 |
| pt-4 | 2 |
| pt-5 | 5 |
| pt-6 | 3 |
| pt-7 | 4 |
| pt-8 | 2 |
| pt-9 | 6 |
| pt-10 | 3 |
Prescription Document Hash Reuse Across Patients
Your pharmacy flow is vulnerable: the same hash spans many patients. The table indicates forged or recycled scripts.
| rx_hash | patients |
|---|---|
| h001 | pt-02, pt-07, pt-09 |
| h002 | pt-03 |
| h003 | pt-01, pt-04 |
| h004 | pt-05, pt-08, pt-10 |
| h005 | pt-06 |
| h006 | pt-02, pt-03 |
| h007 | pt-09 |
| h008 | pt-01, pt-05 |
| h009 | pt-04 |
| h010 | pt-07, pt-08 |
Device-fingerprint solution: Correlates repeated script uploads to the same device to expose forgery. See https://www.crossclassify.com/solutions/device-fingerprint/
Excessive Requests From Headless Or Scripted User Agents To Refill Endpoint
Your API is vulnerable: headless and scripted agents dominate. The bar chart shows surges typical of automation.
Bot-attack solution: Detects and throttles automated refill traffic before fulfillment. See https://www.crossclassify.com/solutions/bot-attack/
Sessions With Zero Depth Before Refill Request
This signal passed: most sessions show normal browsing depth. The bars slope toward deeper navigation.
Multiple Patients Linked To Same Pickup Person Or Address
Your controls are vulnerable: one address links to many patients. The network exposes diversion hubs.
Device-fingerprint solution: Links patients by shared pickup devices or addresses to uncover diversion hubs. See https://www.crossclassify.com/solutions/device-fingerprint/
Repeated Co Fill Patterns Across Pharmacies
Co-fills are low and scattered. The heat-map lacks persistent hotspots.
Healthcare Marketplace And Content Integrity
Review Bursts From Newly Created Accounts On Same Day
Your directory is vulnerable: same-day spikes appear from new users. The line highlights feedback-stuffing drives.
account-opening solution: Stops mass fake reviewer accounts during signup and posting. See https://www.crossclassify.com/solutions/account-opening/
Ip Clusters Posting Across Multiple Provider Profiles
This signal passed: IP edges disperse with no central hub. The network shows independent posting.
Identical Short Session Durations With Minimal Input Activity
A natural distribution of durations appears. The histogram shows healthy variance.
Cancellations Clustering Within Five Minutes Of Start
Early cancellations are rare and flat. The line has no spike at minute zero.
Excessive Search Requests From Uncommon Agents
Your directory is vulnerable: headless and crawler agents dominate. The bars show scraping intensity.
Bot-attack solution: Blocks automated crawlers harvesting provider directories. See https://www.crossclassify.com/solutions/bot-attack/
High Search To Booking Ratios From Specific Ip Ranges
Ratios stay near normal across blocks. The table shows balanced conversion.
| ip_range | searches | bookings | ratio |
|---|---|---|---|
| 10.0.0.0/24 | 1200 | 120 | 0.1 |
| 10.0.1.0/24 | 800 | 72 | 0.09 |
| 172.16.5.0/24 | 950 | 100 | 0.105 |
| 192.168.10.0/24 | 600 | 66 | 0.11 |
Healthcare Compliance And Clinical Data Integrity
Identical Edit Timestamps Across Users
This signal passed: edits are scattered over time. The heat-map is diffuse.
Missing Audit Log Volume During Certain Hours
This signal passed: missing flags are absent. The line stays at zero.
Chain Of Custody Timestamps Out Of Order By Step
This signal passed: violations are low and even by step. The bars show no outliers.
Unusual Path Anomalies In Provenance Graph
Paths are diverse without dominant shortcuts. The network is diffuse.
Expired Authorizations Or Coi Used On Active Claims
Negative values are absent. The table validates in-date coverage.
| provider | days_to_expiry |
|---|---|
| p1 | 45 |
| p2 | 30 |
| p3 | 28 |
| p4 | 12 |
| p5 | 60 |
| p6 | 22 |
| p7 | 15 |
| p8 | 18 |
| p9 | 33 |
| p10 | 26 |
Pdf Fingerprint Reuse Across Providers
Your intake is vulnerable: the same hash spans many providers. The table indicates forged or recycled paperwork.
| doc_hash | reuse_count |
|---|---|
| h1ab | 6 |
| h2cd | 1 |
| h3ef | 7 |
| h4aa | 2 |
| h5zz | 5 |
Device-fingerprint solution: Detects recycled forms and links uploads to the true device of origin. See https://www.crossclassify.com/solutions/device-fingerprint/