Lazarus High Risk Bybit Hacking Investigation [CLADIOUS-[BYBIT_HACKER_LAZARUS_ITER]-2025-001] - Wallet Analysis Report - Very High Risk - 0x34aa...dfe0
Published
14 Jul 2025
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Wallet Name
Analysis Target Wallet (CLADIOUS-[BYBIT_HACKER_LAZARUS_ITER]-2025-001) - 0x34aa...dfe0
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Overview
Project Scope
Analysis of wallet 0x34aa1f1a171a53ec57cc3ee701640be017d6dfe0 - Lazarus High Risk Bybit Hacking Investigation
Suspicious Wallet Hash
0x34aa1f1a171a53ec57cc3ee701640be017d6dfe0
This is the primary wallet address being investigated in this report.
Methodology
Research Methodology
Automated Analysis Methodology for Wallet 0x34aa1f1a171a53ec57cc3ee701640be017d6dfe0
1. Data Collection
- Automated transaction retrieval from blockchain
- Historical transaction pattern analysis
- Network connection mapping
2. Analysis Algorithms
- Multi-algorithm approach using 10 detection methods
- Statistical anomaly detection
- Behavioral pattern analysis
- Network-based risk assessment
3. Risk Scoring
- Weighted risk factor calculation
- Multi-dimensional analysis
- Historical comparison baseline
- Real-time pattern detection
4. Report Generation
- Automated findings compilation
- Risk level determination
- Recommendation synthesis
- Compliance-ready documentation
Data Collection
Data Collection Process for 0x34aa1f1a171a53ec57cc3ee701640be017d6dfe0
1. Blockchain Data Retrieval
- Retrieved 10 analysis data points
- Collected complete transaction history
- Gathered network connection data
2. Analysis Processing
- Applied multiple detection algorithms
- Performed statistical analysis
- Generated risk indicators
- Created behavioral profiles
3. Quality Assurance
- Data validation checks
- Algorithm consistency verification
- Result accuracy confirmation
Data Preprocessing
Data Preprocessing Steps:
1. Data Cleaning
- Removed duplicate transactions
- Standardized timestamp formats
- Validated transaction data integrity
2. Feature Engineering
- Created time-based features
- Calculated statistical metrics
- Generated network features
3. Normalization
- Applied consistent scaling
- Handled missing values
- Optimized for analysis algorithms
Design Pattern
No design pattern information is available for this report.
Analysis
General Analysis Summary for 0x34aa1f1a171a53ec57cc3ee701640be017d6dfe0
Risk Level: Very High Risk Score: 100/100 Total Issues Identified: 38 Suspicious Transactions: 10
Key Findings: - Automated analysis detected 10 suspicious transactions - Risk assessment indicates very high risk level - 38 total suspicious patterns identified across all algorithms - Standardized risk score: 100/100
Analysis Confidence: High (automated multi-algorithm approach) Recommendation: Immediate investigation required
No suspicious patterns detected.
0x95e665305b573400b1c23d4ca9190b27c9febd07809e776c7d7f5cfb48358bbc: Very short time between transactions
0x74397461428c677a1c7d5d419a57e92796f9085aa75cfa1003c7704922a14f96: Very short time between transactions
0x32b44150ff74973399786432f80fcd156a88def0b059d6be744dc7bb049d7a18: Very short time between transactions
0xb99e783da61a5b4edce6e09171c1a58d2bba72c5899e0cf5d004908fe3161b79: Very short time between transactions
0xaeb3efd70f881d9dd14754ccd598ee0ab8698933b6d45efb029e83f6711e874b: Very short time between transactions
0x5d68d5826be0fb8f4a03738913fec150f53f6a247ce236a48c117481a1d8c189: Very short time between transactions
0x3aa9bb2e948d4d842cd2c5d581f01717bfb40890089902df15cc662d474741bc: Very short time between transactions
0x67623cb9bfd5fda0e546d827955cc46f3758c2a8091f5c4e951f215932db7264: Very short time between transactions
0xedb5a6327213b50501af96102c6fd5f651096c57275507650cc92768894a591d: Very short time between transactions
0x95e665305b573400b1c23d4ca9190b27c9febd07809e776c7d7f5cfb48358bbc: High frequency transactions (less than 1 minute interval)
0x32b44150ff74973399786432f80fcd156a88def0b059d6be744dc7bb049d7a18: High frequency transactions (less than 1 minute interval)
0xb99e783da61a5b4edce6e09171c1a58d2bba72c5899e0cf5d004908fe3161b79: High frequency transactions (less than 1 minute interval)
0xaeb3efd70f881d9dd14754ccd598ee0ab8698933b6d45efb029e83f6711e874b: High frequency transactions (less than 1 minute interval)
0x5d68d5826be0fb8f4a03738913fec150f53f6a247ce236a48c117481a1d8c189: High frequency transactions (less than 1 minute interval)
0x3aa9bb2e948d4d842cd2c5d581f01717bfb40890089902df15cc662d474741bc: High frequency transactions (less than 1 minute interval)
0x67623cb9bfd5fda0e546d827955cc46f3758c2a8091f5c4e951f215932db7264: High frequency transactions (less than 1 minute interval)
0xedb5a6327213b50501af96102c6fd5f651096c57275507650cc92768894a591d: High frequency transactions (less than 1 minute interval)
Summary
Total Suspicious Transactions
10
Average Risk Score
45.6
Top Tags
No tags
Suspicious Transactions
| Transaction Hash | Risk Score | Risk Factors | Tags |
|---|---|---|---|
0x95e6653…
|
100
High
|
Short time frame between transactions
Transaction amount significantly higher than average
Transaction involves DeFi exploit address: Bybit Exploiter 46
Receives funds from exploit address: 0x210321...
Anomaly detected by Isolation Forest
Transaction amount significantly higher than user average
Large transaction amount
High frequency transactions (less than 1 minute interval)
Transaction amount doubled compared to previous transaction
Related to 15 high-risk transactions (highest score: 100)
Very short time between transactions
|
No tags
|
0x7439746…
|
52
High
|
Short time frame between transactions
Transaction amount significantly higher than average
Anomaly detected by Isolation Forest
Transaction amount significantly higher than user average
Large transaction amount
Related to 3 high-risk transactions (highest score: 78)
Very short time between transactions
|
No tags
|
0xb99e783…
|
53
High
|
Short time frame between transactions
Anomaly detected by Isolation Forest
Part of coordinated wallet cluster
Transaction amount doubled compared to previous transaction
Very short time between transactions
Transaction amount significantly lower than average
|
No tags
|
0xaeb3efd…
|
56
High
|
Short time frame between transactions
Transaction amount significantly higher than average
Anomaly detected by Isolation Forest
Transaction amount significantly higher than user average
Large transaction amount
Low transaction fee
Transaction amount doubled compared to previous transaction
Very short time between transactions
|
No tags
|
0x5d68d58…
|
56
High
|
Short time frame between transactions
Transaction amount significantly higher than average
Anomaly detected by Isolation Forest
Transaction amount significantly higher than user average
Large transaction amount
Low transaction fee
Transaction amount doubled compared to previous transaction
Very short time between transactions
|
No tags
|
0x67623cb…
|
39
Medium
|
Short time frame between transactions
Fan-in structuring detected: 3 similar amounts from different addresses totaling 0.00
Fan-in structuring detected: 4 similar amounts from different addresses totaling 0.00
Part of coordinated wallet cluster
Repetitive transaction amount
Low transaction fee
Very short time between transactions
Transaction amount significantly lower than average
|
No tags
|
0xedb5a63…
|
39
Medium
|
Short time frame between transactions
Fan-in structuring detected: 3 similar amounts from different addresses totaling 0.00
Fan-in structuring detected: 4 similar amounts from different addresses totaling 0.00
Part of coordinated wallet cluster
Repetitive transaction amount
Low transaction fee
Very short time between transactions
Transaction amount significantly lower than average
|
No tags
|
0x32b4415…
|
54
High
|
Short time frame between transactions
Anomaly detected by Isolation Forest
Part of coordinated wallet cluster
Very short time between transactions
Transaction amount significantly lower than average
Transaction amount halved compared to previous transaction
|
No tags
|
0xc9a55fb…
|
29
Medium
|
Short time frame between transactions
Related to 17 high-risk transactions (highest score: 83)
Low transaction fee
Very short time between transactions
Transaction amount significantly lower than average
Transaction amount halved compared to previous transaction
|
No tags
|
0x3aa9bb2…
|
39
Medium
|
Short time frame between transactions
Fan-in structuring detected: 3 similar amounts from different addresses totaling 0.00
Fan-in structuring detected: 4 similar amounts from different addresses totaling 0.00
Part of coordinated wallet cluster
Repetitive transaction amount
Low transaction fee
Very short time between transactions
Transaction amount significantly lower than average
|
No tags
|
Showing 1 to 10 of 0 transactions
Advanced Analysis Findings
No Local Outlier Factor analysis data is available for this report.
No wallet community detection data is available for this report.
No transaction layering pattern data is available for this report.
No address clustering data is available for this report.
No sanctioned address connection data is available for this report.
Suspicious Activities
Suspicious Activities Summary:
High Risk Activities: 10
Medium Risk Activities: 0
Total Flagged Transactions: 10
Pattern Categories:
- Network-based anomalies
- Behavioral inconsistencies
- Statistical outliers
- Temporal irregularities
Automated Detection Results:
- Algorithm coverage: Comprehensive
- Detection confidence: High
- Risk classification: Validated
Conclusions & Recommendations
Conclusions
Analysis Conclusions for 0x34aa1f1a171a53ec57cc3ee701640be017d6dfe0:
1. Risk Assessment
- Overall Risk Level: Very High
- Standardized Risk Score: 100/100
- Average Transaction Risk Score: 51.70
- Total Suspicious Patterns: 10
2. Key Findings
- Automated analysis completed successfully
- Multiple detection algorithms applied
- Comprehensive risk evaluation performed
- Standardized scoring methodology applied (score: 100/100)
3. Confidence Level
- Analysis Quality: High
- Data Coverage: Complete
- Algorithm Performance: Validated
4. Summary
The automated analysis has identified significant concerns.
Immediate action recommended.
Recommendations
Immediate Action Recommendations:
1. Priority Actions
- Escalate to compliance team immediately
- Implement enhanced monitoring
- Consider transaction restrictions
- Document all findings
2. Investigation Requirements
- Detailed transaction review required
- Source of funds investigation
- Enhanced due diligence protocols
- Regular monitoring updates
3. Compliance Measures
- File suspicious activity reports if required
- Implement know-your-customer procedures
- Apply enhanced monitoring protocols
- Document risk mitigation measures
Severity Assessment
Very High
Appendices & References
Appendices
Appendix A: Automated Analysis Results
Appendix B: Algorithm Details and Methodology
Appendix C: Risk Assessment Matrix
Appendix D: Transaction Pattern Analysis
Appendix E: Network Connection Analysis
Appendix F: Case Reference Documentation - CLADIOUS-[BYBIT_HACKER_LAZARUS_ITER]-2025-001
Appendix G: Investigation Team Notes - Cladious Forensics Team
References
1. Blockchain Analysis Framework - Cladious Platform
2. Risk Assessment Guidelines - Financial Action Task Force (FATF)
3. Automated Analysis Documentation - Internal Methodology
Contact Information
Primary Analyst: Cladious Auto
Email: [email protected]
Generated: 2025-07-14 01:32:08 UTC
Investigation Team: Cladious Forensics Team
Case Reference: CLADIOUS-[BYBIT_HACKER_LAZARUS_ITER]-2025-001
Platform: Cladious Security Analysis Platform
For questions or additional analysis requests, please contact the investigation team.
This report contains confidential information and should be handled according to your organization's data protection policies.
Report Information
Author
Cladious Auto
Published Date
July 14, 2025
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