SECURING CONNECTION
INITIALIZING BLOCKCHAIN ANALYSIS
SITE AVAILABLE TRUE
SECURITY LEVEL SECURE
NETWORK STATUS SECURE

Very High Risk Wallet 0xb43c1981d57161dcb077ee4bcbb2d376b577a857 Analysis Report

Published 10 Jan 2026 30 views
Wallet Name 0xb43c1981d57161dcb077ee4bcbb2d376b577a857
Login to view LLM Analysis

Overview

Project Scope

Project Scope: High-Priority Investigation Based on the analysis of wallet 0xb43c1981d57161dcb077ee4bcbb2d376b577a857: Risk Level: Very High Total Issues Found: 428

Suspicious Wallet Hash

0xb43c1981d57161dcb077ee4bcbb2d376b577a857
This is the primary wallet address being investigated in this report.

Methodology

Research Methodology

Analysis Methodology for Wallet 0xb43c1981d57161dcb077ee4bcbb2d376b577a857 PRIMARY FOCUS: Regular Transaction Wallet - Standard transaction monitoring - Basic pattern analysis - Normal risk assessment 1. Transaction Pattern Analysis (Standard Volume Profile) - Basic transaction flow analysis - Simple pattern recognition - Standard volume monitoring - Regular interaction checks 2. Network Analysis (Simple Network) - Basic network mapping - Direct relationship analysis - Simple connection tracking - First-degree interaction monitoring 3. Behavioral Analysis (Standard Profile) - Basic behavioral monitoring - Standard risk factor checking - Simple pattern matching - Single-chain activity tracking 4. Risk Scoring Weights (Customized for this wallet): - Transaction Patterns: 0.25 - Network Complexity: 0.25 - Behavioral Indicators: 0.25 - Historical Markers: 0.25 5. Specialized Detection Methods: - Basic anomaly detection - Standard pattern recognition - Simple behavior analysis - Regular monitoring checks 6. Standard Compliance Measures: - Standard due diligence - Regular reporting - Basic transaction tracking - Normal audit procedures Key Statistics Influencing Methodology: - Transaction Count: 0 - Network Connections: 0 - Risk Level: Very High - Total Volume: 0.00 - Suspicious Patterns: 100 Confidence Metrics: - Analysis Confidence: 85% - Risk Assessment Accuracy: 80% - Pattern Recognition Reliability: 85% This methodology has been specifically tailored for this wallet based on: - Historical transaction patterns - Network complexity level - Risk profile characteristics - Volume and frequency metrics - Detected behavioral patterns The analysis approach will be automatically adjusted as new patterns emerge.

Data Collection

Data Collection Process: 1. Transaction Data Collection - Collected transaction data from wallet address 0xb43c1981d57161dcb077ee4bcbb2d376b577a857 - No transactions found - Retrieved token transfer history from the blockchain 2. Tag & Label Collection - Analyzed 7 tagged transactions - Found 1 unique tag categories 3. Analysis Results Collection - Processed 100 analysis results - Risk Score: 100/100 (Standardized: 1, Additional: +300), - Detected 100 connected addresses - Detected address list: <QuerySet ['0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '0xb43c1981d57161dcb077ee4bcbb2d376b577a857', '...(remaining elements truncated)...']> 4. Data Validation Status - Data integrity: ✓ Verified - Tag consistency: ✓ Verified

Data Preprocessing

Data Preprocessing Steps: 1. Transaction Data Cleaning - Removed duplicate transactions - Standardized timestamp formats - Normalized transaction amounts to USD values - Filtered out invalid or incomplete transactions - Handled missing values in transaction records 2. Feature Engineering - Created time-based features (hour, day, week patterns) - Calculated transaction velocity metrics - Generated network centrality measures - Derived statistical features from amounts - Computed temporal transaction patterns 3. Address Clustering - Grouped related addresses using common spending patterns - Identified address clusters through heuristic analysis - Merged addresses with similar behavioral patterns - Tagged address clusters with risk categories 4. Outlier Detection - Applied statistical methods to detect anomalous transactions - Identified unusual patterns in transaction amounts - Flagged suspicious temporal patterns - Detected anomalous network connections - Utilized Local Outlier Factor algorithm for rare event detection 5. Data Aggregation - Aggregated transaction data by time windows - Computed summary statistics for each address - Generated address interaction matrices - Created temporal activity profiles - Built community graphs for relationship mapping 6. Data Transformation - Normalized numerical features - Encoded categorical variables - Applied dimensionality reduction where needed - Scaled features for model compatibility 7. Quality Checks - Validated data consistency - Verified feature completeness - Ensured proper handling of edge cases - Confirmed data integrity post-processing

Design Pattern

No design pattern information is available for this report.

Analysis

Detected 97 unusual user behaviors. Identified 18 trend anomalies. Discovered 99 time-based irregularities. Detected 14 local outlier anomalies. Identified 100 suspicious wallet communities. Located 100 suspicious transactions.

Overall Risk Assessment: Very High

Risk Level Analysis:

    The wallet has been classified as VERY HIGH RISK with a risk score of 100/100 (Base: 1, Additional: +300) based on the following specific findings:

     - HIGH: 100 suspicious wallet communities detected

Other Findings: - 97 unusual user behaviors detected, - 18 trend anomalies detected, - 99 time-based irregularities detected, - 14 local outlier anomalies detected, - 100 suspicious transactions detected This classification indicates an IMMEDIATE REGULATORY RISK and potential illicit activity. We recommend: - Urgent escalation to compliance and security teams - Detailed investigation of all suspicious transactions - Consideration of filing regulatory reports - Implementation of blocks or enhanced transaction monitoring

No network-based suspicious activities detected. The wallet's network connections appear normal.
The analysis identified very short time between transactions in 97 instance(s) (0xd7a962c1808325e514f0c4c8c84217f8621c9638aba2438779d979c059a03c99, 0xa9122ef04710d9ef94d7d3bbe3399bdcbe408fb3edfdc92a882c4d1a74a5078c, 0x740786d7f4eba7b77a424bee103f0cd0133b5419426b900441ff269b382745e9 and 94 others). This deviation from standard user behavior could indicate compromised keys or automated activity.
A significant trend of transaction amount doubled compared to previous was observed involving 6 transaction(s) (0xbe81e98b3a1ff233ffde6cf2072e90a702af8ea9b2eee9413f437b52feb06c7f, 0x87a93f1ee908ae97e6bbe42acfcb9196643f656a33b7b50e41da68621fc6318c, 0x17fc351ee5aa854dc105023f3a20a67f0d2500403ebc0e399397d3533db6a4fa and 3 others). Such trends often precede larger market movements or exit scams. A significant trend of transaction amount significantly higher than historical average was observed involving 5 transaction(s) (0x87a93f1ee908ae97e6bbe42acfcb9196643f656a33b7b50e41da68621fc6318c, 0x17fc351ee5aa854dc105023f3a20a67f0d2500403ebc0e399397d3533db6a4fa, 0x16b8936865bdc30a9e1550ef82cfd8d23afc4926ac7db279d2b1f358aa69561e and 2 others). Such trends often precede larger market movements or exit scams. A significant trend of transaction amount halved compared to previous was observed involving 5 transaction(s) (0x579dfb5540d91364334010f50978413a9797a16a8380da88b1884295f7fc4a84, 0x07e80ba9531915e84da8bc9940d0aa847ff7ac8b8f85e705472f97cacbc7c743, 0x05c8ee81b0165aef911d263dd9282e1156f966e368d3b459b046bfcaee8d794c and 2 others). Such trends often precede larger market movements or exit scams. A significant trend of transaction amount significantly lower than historical average was observed involving 9 transaction(s) (0x579dfb5540d91364334010f50978413a9797a16a8380da88b1884295f7fc4a84, 0x07e80ba9531915e84da8bc9940d0aa847ff7ac8b8f85e705472f97cacbc7c743, 0x05c8ee81b0165aef911d263dd9282e1156f966e368d3b459b046bfcaee8d794c and 6 others). Such trends often precede larger market movements or exit scams. A significant trend of consecutive increasing amounts detected was observed involving 1 transaction(s) (0xc6253f185a7ba67a02445e21ea2246e8ce999f130ae97f176bde833d63279132). Such trends often precede larger market movements or exit scams.
Temporal analysis revealed high frequency activity at 99 specific time point(s) (0xa9122ef04710d9ef94d7d3bbe3399bdcbe408fb3edfdc92a882c4d1a74a5078c, 0x740786d7f4eba7b77a424bee103f0cd0133b5419426b900441ff269b382745e9, 0xbe81e98b3a1ff233ffde6cf2072e90a702af8ea9b2eee9413f437b52feb06c7f and 96 others). Irregular timing can be a sign of scripted bots or coordinated actions across time zones.

Summary

Total Suspicious Transactions
100
Average Risk Score
19.02
Top Tags
Anomalous Activity (6) Layering (2) Money Laundering (1) Suspicious (1)

Suspicious Transactions

Transaction Hash Risk Score Risk Factors Tags
0xd7a962c…
7 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0xa9122ef…
12 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0xbe81e98…
25 Medium
Transaction amount significantly lower than historical average
Short time frame between transactions
High frequency activity
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x1619e61…
9 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x0d19d0c…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
High frequency activity
Very short time between transactions
Timing correlation detected: 9 similar transactions within 300s
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x16b8936…
51 High
Transaction amount significantly higher than historical average
Transaction amount doubled compared to previous
Low transaction fee
Very short time between transactions
Local Outlier Factor (LOF) detected as anomaly
Common spending heuristic triggered (Part of 9-address cluster)
AI Anomaly: Unusual High Value Transaction
Consecutive increasing amounts detected
Anomalous Activity
0x7568707…
45 High
Transaction amount significantly higher than historical average
Transaction amount doubled compared to previous
Low transaction fee
Very short time between transactions
Local Outlier Factor (LOF) detected as anomaly
Common spending heuristic triggered (Part of 9-address cluster)
AI Anomaly: Unusual High Value Transaction
Anomalous Activity
0x9f66e3f…
22 Low
Transaction amount significantly higher than historical average
Short time frame between transactions
Transaction amount doubled compared to previous
Very short time between transactions
High frequency activity
Timing correlation detected: 3 similar transactions within 300s
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x475a84d…
12 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x1930505…
21 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
High frequency activity
Very short time between transactions
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x1efb9fa…
19 Low
Short time frame between transactions
Timing correlation detected: 8 similar transactions within 300s
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x3e8bfef…
13 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
No tags
0x3a8803e…
26 Medium
Short time frame between transactions
High frequency activity
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Consecutive increasing amounts detected
No tags
0x8a38e3a…
17 Low
Transaction amount significantly lower than historical average
Very short time between transactions
Timing correlation detected: 3 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0xc168db0…
19 Low
Transaction amount significantly lower than historical average
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x4c8f9e0…
24 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x5595eb1…
19 Low
Transaction amount significantly lower than historical average
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0xc36e2b5…
21 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
No tags
0x2047748…
10 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0xc10e451…
20 Low
High frequency activity
Very short time between transactions
Timing correlation detected: 3 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x130d752…
18 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
Transaction amount halved compared to previous
No tags
0xfd10603…
24 Low
Transaction amount significantly lower than historical average
Very short time between transactions
Timing correlation detected: 9 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Consecutive increasing amounts detected
No tags
0x287455c…
24 Low
Transaction amount significantly lower than historical average
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Consecutive increasing amounts detected
No tags
0x740786d…
12 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x2539961…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Timing correlation detected: 8 similar transactions within 300s
Related to 6 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x6e05ae8…
20 Low
Transaction amount significantly lower than historical average
Very short time between transactions
Timing correlation detected: 3 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x6e9d1ca…
19 Low
Short time frame between transactions
High frequency activity
Very short time between transactions
Transaction amount doubled compared to previous
Timing correlation detected: 3 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x9324cb7…
24 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Very short time between transactions
Timing correlation detected: 3 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0xd4a6e66…
12 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Outgoing structuring detected: 3 similar amounts totaling 0.02
No tags
0xc4e4362…
12 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Outgoing structuring detected: 3 similar amounts totaling 0.02
No tags
0xdba898b…
5 Low
Transaction amount doubled compared to previous
Common spending heuristic triggered (Part of 9-address cluster)
Part of cyclic transaction pattern: Part of cycle of length 4
No tags
0x57f512e…
18 Low
Transaction amount significantly lower than historical average
Related to 13 high-risk transactions (highest score: 100)
Multiple round number transactions
Local Outlier Factor (LOF) detected as anomaly
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
Anomalous Activity
0x817b721…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Related to 13 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x5a1c55f…
9 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Timing correlation detected: 8 similar transactions within 300s
No tags
0xba96000…
19 Low
Short time frame between transactions
Timing correlation detected: 8 similar transactions within 300s
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x38aed42…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Timing correlation detected: 8 similar transactions within 300s
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x4bbfb20…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Timing correlation detected: 8 similar transactions within 300s
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x8f3ca56…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Timing correlation detected: 8 similar transactions within 300s
Related to 6 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x7813c4e…
18 Low
Transaction amount significantly lower than historical average
Related to 13 high-risk transactions (highest score: 100)
Multiple round number transactions
Local Outlier Factor (LOF) detected as anomaly
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
Anomalous Activity
0x92e6bb9…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Related to 6 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x57b4475…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Related to 13 high-risk transactions (highest score: 100)
No tags
0xcbd2ab8…
14 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
No tags
0xd207873…
17 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
No tags
0x31fc194…
19 Low
Short time frame between transactions
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
No tags
0x34aebb1…
17 Low
Transaction amount significantly lower than historical average
Related to 6 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0xcf3bfdd…
17 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
No tags
0x579dfb5…
8 Low
Transaction amount significantly lower than historical average
Related to 13 high-risk transactions (highest score: 100)
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x464a218…
17 Low
Transaction amount significantly lower than historical average
Related to 13 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x21a0936…
8 Low
Transaction amount significantly lower than historical average
Related to 13 high-risk transactions (highest score: 100)
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x06049eb…
17 Low
Transaction amount significantly lower than historical average
Related to 13 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0xdc4ad19…
14 Low
Timing correlation detected: 3 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
No tags
0xf847c0b…
19 Low
Short time frame between transactions
Very short time between transactions
Timing correlation detected: 3 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x07e80ba…
5 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x74175ff…
17 Low
Transaction amount significantly lower than historical average
Related to 13 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x87a93f1…
36 Medium
Transaction amount significantly higher than historical average
Local Outlier Factor (LOF) detected as anomaly
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
AI Anomaly: Unusual High Value Transaction
No tags
0x293e590…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Related to 6 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Timing correlation detected: 3 similar transactions within 300s
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x15efeec…
9 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0xc3b4999…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x20822f3…
25 Medium
Transaction amount significantly lower than historical average
Short time frame between transactions
Very short time between transactions
Timing correlation detected: 3 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x2af2138…
20 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Very short time between transactions
Timing correlation detected: 3 similar transactions within 300s
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0xc846ecc…
24 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x150dd12…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
High frequency activity
Very short time between transactions
Timing correlation detected: 9 similar transactions within 300s
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0xe24459c…
24 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Very short time between transactions
Timing correlation detected: 9 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x2525a8f…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
High frequency activity
Very short time between transactions
Timing correlation detected: 9 similar transactions within 300s
Repetitive transaction amount
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x89308c8…
23 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
High frequency activity
Very short time between transactions
Timing correlation detected: 9 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x8e94079…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
High frequency activity
Very short time between transactions
Timing correlation detected: 9 similar transactions within 300s
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x76c70ef…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
High frequency activity
Very short time between transactions
Timing correlation detected: 9 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x1a442d0…
32 Medium
Transaction amount significantly lower than historical average
Short time frame between transactions
Related to 13 high-risk transactions (highest score: 100)
High frequency activity
Very short time between transactions
Timing correlation detected: 9 similar transactions within 300s
Multiple round number transactions
Local Outlier Factor (LOF) detected as anomaly
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
Anomalous Activity
0x438dd1e…
17 Low
Transaction amount significantly lower than historical average
Related to 6 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x6e023ea…
37 Medium
Transaction amount significantly lower than historical average
Short time frame between transactions
Very short time between transactions
Timing correlation detected: 3 similar transactions within 300s
Common spending heuristic triggered (Part of 9-address cluster)
Rapid multi-hop layering pattern detected
Layering Layering Money Laundering Suspicious
0x550040d…
17 Low
Transaction amount significantly lower than historical average
Related to 13 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x17fc351…
50 High
Transaction amount significantly higher than historical average
Transaction amount doubled compared to previous
Very short time between transactions
Local Outlier Factor (LOF) detected as anomaly
Common spending heuristic triggered (Part of 9-address cluster)
AI Anomaly: Unusual High Value Transaction
Consecutive increasing amounts detected
No tags
0xeb41550…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Related to 6 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Timing correlation detected: 3 similar transactions within 300s
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x75efc52…
28 Medium
Transaction amount significantly lower than historical average
Short time frame between transactions
Transaction amount doubled compared to previous
Very short time between transactions
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Consecutive increasing amounts detected
No tags
0xc6253f1…
32 Medium
Transaction amount significantly lower than historical average
Short time frame between transactions
High frequency activity
Very short time between transactions
Related to 6 high-risk transactions (highest score: 100)
Multiple round number transactions
Local Outlier Factor (LOF) detected as anomaly
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
Anomalous Activity
0x7b31026…
29 Medium
Transaction amount significantly higher than historical average
Short time frame between transactions
Transaction amount doubled compared to previous
Very short time between transactions
Local Outlier Factor (LOF) detected as anomaly
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0xe3f9d7a…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Related to 6 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0xe2e2e7b…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Related to 13 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0xf7db403…
17 Low
Transaction amount significantly lower than historical average
Related to 6 high-risk transactions (highest score: 100)
Very short time between transactions
Multiple round number transactions
Repetitive transaction amount
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x49d321a…
14 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x6e5d08c…
14 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Repetitive transaction amount
No tags
0xbed4e78…
22 Low
Transaction amount significantly lower than historical average
Very short time between transactions
Repetitive transaction amount
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x47baaad…
18 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
No tags
0x65dabc3…
6 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0xb40d83f…
18 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
No tags
0xd64aee9…
10 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x42cf15a…
14 Low
Transaction amount significantly higher than historical average
Transaction amount doubled compared to previous
Common spending heuristic triggered (Part of 9-address cluster)
Part of cyclic transaction pattern: Part of cycle of length 4
No tags
0x3f266a9…
7 Low
Timing correlation detected: 3 similar transactions within 300s
Transaction amount doubled compared to previous
Common spending heuristic triggered (Part of 9-address cluster)
Part of cyclic transaction pattern: Part of cycle of length 4
No tags
0x26d9b50…
14 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0xd2f2658…
21 Low
Transaction amount significantly lower than historical average
Very short time between transactions
Timing correlation detected: 3 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x4767780…
15 Low
Transaction amount significantly higher than historical average
Transaction amount doubled compared to previous
Very short time between transactions
Timing correlation detected: 3 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x0950b85…
14 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
No tags
0x05c8ee8…
6 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x16590ab…
14 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
No tags
0x7d0ce88…
7 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x4560025…
15 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
Transaction amount halved compared to previous
No tags
0xb789a8e…
15 Low
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Very short time between transactions
No tags
0x59466bb…
8 Low
Timing correlation detected: 3 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Transaction amount halved compared to previous
No tags
0x3662a60…
22 Low
Transaction amount significantly lower than historical average
Short time frame between transactions
Very short time between transactions
Timing correlation detected: 3 similar transactions within 300s
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
No tags
0x5a15684…
19 Low
Transaction amount significantly lower than historical average
Part of cyclic transaction pattern: Part of cycle of length 4
Common spending heuristic triggered (Part of 9-address cluster)
Local Outlier Factor (LOF) detected as anomaly
No tags
Showing 1 to 10 of 0 transactions

Advanced Analysis Findings

Our Local Outlier Factor (LOF) algorithm flagged 14 transaction(s) as statistical outliers due to local outlier factor (lof) detected as anomaly (0xd7a962c1808325e514f0c4c8c84217f8621c9638aba2438779d979c059a03c99, 0xdba898b5e5f0a7d21a0f66708e3547960d3d1d33cf1829dceabc853b298d3e5e, 0x07e80ba9531915e84da8bc9940d0aa847ff7ac8b8f85e705472f97cacbc7c743 and 11 others). These transactions deviate significantly from the wallet's historical norm.
Community detection algorithms placed this wallet in a cluster exhibiting part of suspicious wallet community. This involves 100 related transaction(s) (0xd7a962c1808325e514f0c4c8c84217f8621c9638aba2438779d979c059a03c99, 0xa9122ef04710d9ef94d7d3bbe3399bdcbe408fb3edfdc92a882c4d1a74a5078c, 0x740786d7f4eba7b77a424bee103f0cd0133b5419426b900441ff269b382745e9 and 97 others) and suggests participation in a coordinated group.
No rapid multi-hop layering patterns detected. Transactions follow expected paths.
No coordinated wallet clusters identified. The wallet appears to operate independently.
No connections to sanctioned addresses detected. No regulatory compliance concerns identified.

Suspicious Activities

High Risk Patterns: - Mixing Services: 0 instances detected - High Value Transfers: 100 transactions - Unusual Patterns: 0 cases identified Temporal Analysis: - Sudden Balance Changes: - Transaction Frequency: • Daily: 100 transactions • Weekly: 100 transactions Network Metrics: - Risk Connections: 0 identified - Flagged Interactions: 0 detected Advanced Detection: - Local Outlier Anomalies: 14 detected - Suspicious Communities: 100 identified - Layering Patterns: 0 found - Coordinated Clusters: 0 observed - Sanctioned Address Links: 0 discovered Risk Assessment: - Overall Risk Score: 19.02 - High Risk Activities: 100 instances

Conclusions & Recommendations

Conclusions

Based on our comprehensive analysis of wallet 0xb43c1981d57161dcb077ee4bcbb2d376b577a857, we have reached the following key conclusions: 1. Risk Assessment Overview - Overall Risk Score: 19.02/1.00 - 100 High Risk Activities Identified - 0 Suspicious Network Connections 2. Transaction Pattern Analysis - Detected 0 instances of potential mixing service usage - Identified 100 high-value transfers requiring attention - Observed 0 unusual transaction patterns 3. Temporal Behavior - Daily Transaction Volume: 100 transactions - Weekly Transaction Volume: 100 transactions - Notable sudden balance changes detected in temporal analysis 4. Network Analysis - 0 flagged interactions with other addresses - Complex transaction paths suggesting potential layering activity - Multiple connections to previously flagged addresses 5. Advanced Detection Findings - 14 local outlier anomalies indicating unusual transaction characteristics - 100 suspicious wallet communities suggesting coordinated activities - 0 layering patterns potentially obscuring transaction origins - 0 coordinated wallet clusters identified - 0 connections to sanctioned addresses representing regulatory risk Summary: The wallet demonstrates significant risk factors based on transaction patterns, network connections, temporal behaviors, and advanced detection metrics. The presence of suspicious patterns warrants standard review.

Recommendations

Based on our detailed analysis of wallet 0xb43c1981d57161dcb077ee4bcbb2d376b577a857, we recommend the following actions: 1. Transaction Monitoring Recommendations - Monitor high-value transfers more closely - Set transaction thresholds and implement additional verification steps - Consider implementing velocity checks for large transactions 2. Risk Mitigation Steps 3. Advanced Detection Follow-up - Review local outlier transactions in detail - Implement statistical monitoring for future anomalies - Flag similar transaction patterns for immediate review - Monitor identified wallet communities for coordinated activities - Track wallet community growth and transaction patterns - Implement alerts for new activity within flagged communities 4. Layering and Clustering Surveillance 5. Compliance Actions 6. Future Monitoring Strategy - Frequency: Daily monitoring recommended due to high risk factors - Scope: Focus on Transaction amount doubled compared to previous, Very short time between transactions, High frequency activity patterns - Duration: Maintain enhanced monitoring for at least 6 months 7. Additional Recommendations - Document all findings in compliance management system - Update risk assessment every 30 days - Share findings with relevant stakeholders and compliance teams

Severity Assessment

100

Appendices & References

Appendices

Appendix A: Transaction Analysis Details - Include detailed transaction logs - Add blockchain explorer screenshots - Attach any relevant wallet analysis reports Appendix B: Supporting Documentation - Include copies of any referenced regulations or guidelines - Add relevant policy documents - Attach any correspondence related to the investigation Appendix C: Technical Analysis - Include network graphs and visualizations - Add statistical analysis results - Attach raw data exports if relevant Appendix D: Advanced Detection Results - Include Local Outlier Factor (LOF) analysis outputs - Add community detection visualizations - Include layering pattern diagrams - Attach address clustering results - Include sanctioned address check reports Note: Please organize appendices clearly with proper labeling and references. Include any additional materials that support your findings and recommendations.

References

Please include relevant references from the following categories: 1. Blockchain Analysis Tools & Resources - Links to relevant blockchain explorers used - API documentation references - Analysis platform documentation 2. Regulatory & Compliance Documents - Applicable regulatory guidelines - AML/CFT frameworks - Industry compliance standards - Sanctioned address lists and sources 3. Technical Documentation - Blockchain analysis methodology references - Transaction tracing documentation - Network analysis frameworks - Anomaly detection algorithms and implementations 4. Internal Resources - Previous related analysis reports - Company policies and procedures - Internal risk assessment guidelines 5. Supporting Materials - Relevant case studies - Industry reports and whitepapers - Expert consultations - Academic research on detection methods Note: For each reference, include full citation with date accessed and version/publication info where applicable.

Contact Information

Report Information

Author Batuhan Aydın
Published Date January 10, 2026
Views 30
Likes 0