It indicates that the IP exhibits unrealistic or inconsistent geolocation behavior such as impossible location jumps, abnormal lat-lon transitions, sudden long-distance hops, timezone mismatches or artificially manipulated coordinate precision.
The questions every analyst asks before acting on this signal.
It indicates that the IP exhibits unrealistic or inconsistent geolocation behavior such as impossible location jumps, abnormal lat-lon transitions, sudden long-distance hops, timezone mismatches or artificially manipulated coordinate precision.
Fast-flux networks, proxy chains, VPN abuse, botnet C2 nodes and spoofed geo-routing systems frequently rotate apparent locations to evade attribution, bypass reputation filters or distance themselves from their true origin.
Geolocation instability is a supporting malicious indicator. While not conclusive alone, it becomes highly meaningful when correlated with blacklist activity, DNS churn, ASN risk patterns or suspicious hosting behavior.
A realistic shape of the entry the engine appends to the risk_signals array when this signal fires. Evidence keys are subgroup-default; per-signal overrides documented in the API reference.
{
"slug": "ip_geo_instability",
"name": "Unrealistic Movement Pattern",
"group": "dns_history",
"subgroup": "ip_geolocation_profile",
"direction": "malicious",
"evidence": {
"current_countries": [
"US"
],
"historical_countries": [
"US",
"DE",
"TR"
],
"geo_consistency_score": 0.92,
"eu_false_flag_risk": false
}
}14 other signals share the same subgroup. They detect related behaviors and often co-fire on the same IOC.
It indicates that all currently active IP addresses of a domain are geographically concentrated in a single location sco…
It indicates that the geolocation of the domain’s currently active IP addresses is consistent with the geolocations obse…
It indicates that the geolocation of the domain’s currently active IP addresses significantly differs from the geolocati…
It indicates that the IP address is consistently hosted within EU regions known for strict regulatory, privacy and opera…
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