#371 SOLE // Vessel Intelligence System

Intelligence Overview

SOLE · MMSI 338165486 · 🇺🇸 US · Primary Port: Port Everglades

PERIOD: JAN–DEC 2024

⚠ INTELLIGENCE ASSESSMENT: SOLE ranks #371 of 69,461 monitored vessels with 51 anomalous detections across 5 months. Composite risk score: 0.9500 (CRITICAL). Active alert types: SPEED_ANOMALY, POSITION_JUMP, ZIGZAG.

Global Rank

#371

of 69,461 vessels

Composite Score

0.9500

CRITICAL

Total Detections

51

Months Active

5/12

Unique Ports

6

Position Jumps

9

GPS spoofing

Speed Anomalies

20

Max Speed

102.2 kn

Max Jump

717km

Monthly Detection Volume

1
26

2
11

3
10

4
3

2024 MONTHLY DETECTIONS

Alert Type Distribution

ZIGZAG

21

SPEED_ANOMALY

20

POSITION_JUMP

9

Key Intelligence Findings

GPS Spoofing — 9 Position Jumps

AIS coordinates fabricated at impossible locations. Maximum jump of 717 km confirms the AIS transmitter is broadcasting false positions. Systematic identity concealment is in progress.

Velocity Fraud — 20 Speed Anomaly Events

AIS SOG field manipulated to broadcast physically impossible speeds up to 102.2 knots. Systematic falsification of movement data to corrupt automated tracking algorithms.

Evasion Navigation — 21 Zigzag Events

Erratic course-over-ground patterns up to 156.1° std deviation, far exceeding the 50° anomaly threshold. Pattern consistent with surveillance evasion maneuvers or anchor position AIS noise.

Port Detection Summary

🇺🇸

Port Everglades

27

avg 0.780

🇺🇸

Miami

11

avg 0.725

🇺🇸

Key West

4

avg 0.690

🇧🇸

Freeport

4

avg 0.620

🇨🇺

Havana

2

avg 0.824

🇺🇸

Tampa

2

avg 0.871

Monthly Alert Log — All Months

Month	Detections	Severity	Score	Nearest Port	Alert Types
January 2024	26	CRITICAL	0.9500	Port Everglades	ZIGZAG; SPEED_ANOMALY; POSITION_JUMP
February 2024	11	HIGH	0.8293	Miami	ZIGZAG; SPEED_ANOMALY; POSITION_JUMP
March 2024	10	HIGH	0.8253	Port Everglades	SPEED_ANOMALY; POSITION_JUMP; ZIGZAG
April 2024	3	CRITICAL	0.9500	Port Everglades	ZIGZAG; SPEED_ANOMALY
June 2024	1	CRITICAL	0.9000	Miami	ZIGZAG

Activity Map

Detection events plotted · Color-coded by alert type · Drag to pan · Scroll to zoom

● Speed Anomaly ● Position Jump ● Zigzag ● Dark Vessel ● Rendezvous

Threat Intelligence

Analytical confidence: HIGH · Multi-indicator assessment

Threat Indicators Matrix

Indicator	Status	Evidence	Confidence
AIS Blackout / Dark Vessel	NOT DETECTED	—	LOW
GPS Spoofing / Position Jump	CONFIRMED	9 jumps · max 717.4km	CRITICAL
Velocity Fraud / Speed Anomaly	CONFIRMED	20 events · max 102.2 kn	CRITICAL
Evasion Navigation / Zigzag	CONFIRMED	21 events · max COG std 156.1°	HIGH
Ship-to-Ship Rendezvous	NOT DETECTED	—	LOW
Multi-Port Operations	CONFIRMED	6 unique ports	HIGH
High-Risk Port Proximity: Havana	CONFIRMED	2 detections	HIGH

Operational Profile

Primary AO

Port Everglades and surrounding maritime zone

Active Period

5 months of continuous alert activity in 2024

Alert Density

51 detections across 50 individual events (avg 10.2/month)

Active Techniques

⚡ SPEED ⊕ POS JUMP ⟳ ZIGZAG

Threat Category

High-Confidence AIS Manipulation — Multiple confirmed evasion techniques

TTP Analysis

Tactics, Techniques & Procedures — Maritime ATT&CK Framework

MAR-T003

RTE-ANO-005

Evasion Navigation

Erratic COG changes exceeding 50° threshold (max 156.1°). Consistent with surveillance evasion or at-anchor AIS manipulation. Count: 21 events.

HIGH CONFIDENCE
21 events

MAR-T001

RTE-ANO-001

Velocity Fraud

AIS SOG field manipulation to broadcast impossible speeds up to 102.2 kn. Corrupts automated tracking algorithms and creates false movement vectors. Count: 20 events.

HIGH CONFIDENCE
20 events

MAR-T002

AIS-MAN-003

GPS Spoofing

GPS coordinate spoofing — AIS positions fabricated at impossible locations. Max jump: 717.4km. Implies deliberate identity concealment. Count: 9 events.

HIGH CONFIDENCE
9 events

Risk Analysis

Composite risk scoring · Weighted indicator model · Quantus v2.4

Composite Score

0.9500

CRITICAL

Avg Detection Score

0.8909

Global Rank

#371

of 69,461 vessels

Weighted Indicator Scoring

Formula: (Dark×3) + (Rendezvous×4) + (PosJump×2) + (Speed×1) + (Zigzag×0.5) + (MaxScore×50)

Indicator	Count	Weight	Contribution
DARK_VESSEL	0	×3	0.0
RENDEZVOUS	0	×4	0.0
POSITION_JUMP	9	×2	18.0
SPEED_ANOMALY	20	×1	20.0
ZIGZAG	21	×0.5	10.5
MaxSingleScore	0.9500	×50	47.5
COMPOSITE TOTAL	Normalized [0,1]		0.9500 CRITICAL

⚡ Speed Anomaly Detections

Indicator: RTE-ANO-001 · 20 events · Max: 102.2 kn

AIS SOG FRAUD

Speed anomaly events are triggered when AIS Speed Over Ground (SOG) exceeds the 30-knot detection threshold. SOLE reports speeds up to 102.2 kn — consistent with deliberate AIS SOG field manipulation to corrupt tracking algorithms.

Total Events

20

Max Reported SOG

102.2 kn

Indicator ID

RTE-ANO-001

Speed Anomaly Events (Top 50 by score)

Date	Max SOG (kn)	Score	Severity	Port	Coordinates

⊕ Position Jump Detections

Indicator: AIS-MAN-003 · 9 events · Max jump: 717 km

GPS SPOOFING

Position jumps confirm GPS coordinate spoofing — AIS positions fabricated at impossible locations. SOLE has 9 confirmed position jumps with maximum displacement of 717 km.

Total Events

9

Max Jump Distance

717 km

Indicator ID

AIS-MAN-003

Position Jump Events (Top 50 by distance)

Date	Jump (km)	Implied Speed (kn)	Score	Severity	Spoofed-To Port	Coordinates

⟳ Zigzag / Erratic Navigation

Indicator: RTE-ANO-005 · 21 events · Max COG std: 156.1°

EVASION PATTERN

Zigzag events are triggered when course-over-ground (COG) standard deviation exceeds 50°. SOLE records COG deviations up to 156.1° — consistent with surveillance evasion maneuvers or at-anchor AIS noise manipulation.

Total Events

21

Max COG Std Dev

156.1°

Threshold

50°

Zigzag Events (Top 50 by COG deviation)

Date	COG Std Dev (°)	Score	Severity	Port	Coordinates

Port History

6 distinct port areas · US primary flag state

Complete Port Detection Summary

Port	Country	Detections	Avg Score	Avg Dist NM	Risk
Port Everglades	🇺🇸	27	0.7803	14.2	STANDARD
Miami	🇺🇸	11	0.7252	17.8	STANDARD
Key West	🇺🇸	4	0.6898	49.9	STANDARD
Freeport	🇧🇸	4	0.6200	37.4	STANDARD
Havana	🇨🇺	2	0.8240	180.8	HIGH
Tampa	🇺🇸	2	0.8707	44.7	STANDARD

🇺🇸 Port Everglades — Port Profile

27 detections · Avg score 0.7803 · Avg distance 14.2 NM

LOW RISK

Total Detections

27

Primary port of operation

Avg Alert Score

0.7803

Avg Distance NM

14.2

Port proximity zone

Detection Types at Port Everglades

ZIGZAG

14

SPEED_ANOMALY

9

POSITION_JUMP

4

Coordinates: 26.083°N, 80.117°W

Port Intelligence Notes

Port Country

🇺🇸 US

Risk Classification

LOW — Standard port monitoring applies

Detection Share

27 of 50 total detections (54.0%)

Avg Distance from Port

14.2 NM — consistent with port proximity operations

🇺🇸 Miami — Port Profile

11 detections · Avg score 0.7252 · Avg distance 17.8 NM

LOW RISK

Total Detections

11

Secondary port

Avg Alert Score

0.7252

Avg Distance NM

17.8

Port proximity zone

Detection Types at Miami

ZIGZAG

5

SPEED_ANOMALY

4

POSITION_JUMP

2

Coordinates: 25.774°N, 80.190°W

Port Intelligence Notes

Port Country

🇺🇸 US

Risk Classification

LOW — Standard port monitoring applies

Detection Share

11 of 50 total detections (22.0%)

Avg Distance from Port

17.8 NM — consistent with port proximity operations

🇺🇸 Key West — Port Profile

4 detections · Avg score 0.6898 · Avg distance 49.9 NM

LOW RISK

Total Detections

4

Secondary port

Avg Alert Score

0.6898

Avg Distance NM

49.9

Port proximity zone

Detection Types at Key West

SPEED_ANOMALY

3

ZIGZAG

1

Coordinates: 24.559°N, 81.800°W

Port Intelligence Notes

Port Country

🇺🇸 US

Risk Classification

LOW — Standard port monitoring applies

Detection Share

4 of 50 total detections (8.0%)

Avg Distance from Port

49.9 NM — consistent with port proximity operations

🇧🇸 Freeport — Port Profile

4 detections · Avg score 0.6200 · Avg distance 37.4 NM

LOW RISK

Total Detections

4

Secondary port

Avg Alert Score

0.6200

Avg Distance NM

37.4

Port proximity zone

Detection Types at Freeport

SPEED_ANOMALY

2

POSITION_JUMP

1

ZIGZAG

1

Coordinates: 26.526°N, 78.700°W

Port Intelligence Notes

Port Country

🇧🇸 BS

Risk Classification

LOW — Standard port monitoring applies

Detection Share

4 of 50 total detections (8.0%)

Avg Distance from Port

37.4 NM — consistent with port proximity operations

🇨🇺 Havana — Port Profile

2 detections · Avg score 0.8240 · Avg distance 180.8 NM

HIGH RISK

⚠ HIGH RISK PORT: Havana is a known high-risk transshipment zone associated with illicit maritime activity. Detections here require elevated scrutiny.

Total Detections

2

Secondary port

Avg Alert Score

0.8240

Avg Distance NM

180.8

Port proximity zone

Detection Types at Havana

POSITION_JUMP

1

SPEED_ANOMALY

1

Coordinates: 23.137°N, 82.377°W

Port Intelligence Notes

Port Country

🇨🇺 CU

Risk Classification

HIGH — HIGH

Detection Share

2 of 50 total detections (4.0%)

Avg Distance from Port

180.8 NM — consistent with port proximity operations

🇺🇸 Tampa — Port Profile

2 detections · Avg score 0.8707 · Avg distance 44.7 NM

LOW RISK

Total Detections

2

Secondary port

Avg Alert Score

0.8707

Avg Distance NM

44.7

Port proximity zone

Detection Types at Tampa

POSITION_JUMP

1

SPEED_ANOMALY

1

Coordinates: 27.946°N, 82.457°W

Port Intelligence Notes

Port Country

🇺🇸 US

Risk Classification

LOW — Standard port monitoring applies

Detection Share

2 of 50 total detections (4.0%)

Avg Distance from Port

44.7 NM — consistent with port proximity operations

Ownership Intelligence

MMSI registry · Flag state analysis · Beneficial ownership investigation

Vessel Name

SOLE

MMSI

338165486

Flag State (MMSI-derived)

🇺🇸 US

MID Code

338 → 🇺🇸 US

Primary Port

Port Everglades

Detection Period

5 months (2024)

Registered Owner

Pending registry lookup

Beneficial Owner

Requires FinCEN CDD query

OFAC SDN Status

Pending cross-reference

Recommended Action

Physical inspection + full registry query

Vessel Type Analysis

AIS declared type · Physical capability vs. observed behavior

Type Mismatch Assessment

AIS Declared Type

vessel_type=37 (Pleasure Craft)

Behavior Consistency

Requires investigation

Speed Capability

Reported 102.2 kn — physically impossible for Type 37 (max ~45 kn high-performance)

Inspection Priority

HIGH — Recommend USCG/CBSA physical boarding and documentation review

Applicable Statutes

47 C.F.R. § 80.953 (AIS falsification) · 33 C.F.R. § 164.46 (AIS carriage) · 21 U.S.C. § 955 (maritime drug law)