Lazarus High Risk Bybit Hacking Investigation [CLADIOUS-[BYBIT_HACKER_LAZARUS_ITER]-2025-001] - Wallet Analysis Report - Very High Risk - 0x296f...818e
Published
14 Jul 2025
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Wallet Name
Analysis Target Wallet (CLADIOUS-[BYBIT_HACKER_LAZARUS_ITER]-2025-001) - 0x296f...818e
Overview
Project Scope
Analysis of wallet 0x296f0144d5bc57609503fc1883dece258a53818e - Lazarus High Risk Bybit Hacking Investigation
Suspicious Wallet Hash
0x296f0144d5bc57609503fc1883dece258a53818e
This is the primary wallet address being investigated in this report.
Methodology
Research Methodology
Automated Analysis Methodology for Wallet 0x296f0144d5bc57609503fc1883dece258a53818e
1. Data Collection
- Automated transaction retrieval from blockchain
- Historical transaction pattern analysis
- Network connection mapping
2. Analysis Algorithms
- Multi-algorithm approach using 4 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 0x296f0144d5bc57609503fc1883dece258a53818e
1. Blockchain Data Retrieval
- Retrieved 4 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 0x296f0144d5bc57609503fc1883dece258a53818e
Risk Level: Very High Risk Score: 100/100 Total Issues Identified: 14 Suspicious Transactions: 4
Key Findings: - Automated analysis detected 4 suspicious transactions - Risk assessment indicates very high risk level - 14 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.
0x5d5f2db2768c7b995ef2bf4b027896a00b3aeb771c46dbe7cfe3cf693a6101e8: Very short time between transactions
0x66fce87c62d676339e40bd76c50908f0905abf4d104a8a233412cb1ae28e6eef: Very short time between transactions
0x03e910321605e2fe5f9eff646206fa07db67f6e79d3f347c78798942bab7028b: Very short time between transactions
0x533f4449bb403657ff55ab21703672655eaa4e3499362f758b01ec14b5a44c34: Transaction amount doubled compared to previous transaction
0x66fce87c62d676339e40bd76c50908f0905abf4d104a8a233412cb1ae28e6eef: Transaction amount significantly lower than average, Transaction amount halved compared to previous transaction
0x5d5f2db2768c7b995ef2bf4b027896a00b3aeb771c46dbe7cfe3cf693a6101e8: High frequency transactions (less than 1 minute interval)
0x03e910321605e2fe5f9eff646206fa07db67f6e79d3f347c78798942bab7028b: High frequency transactions (less than 1 minute interval)
Summary
Total Suspicious Transactions
4
Average Risk Score
85.0
Top Tags
No tags
Suspicious Transactions
| Transaction Hash | Network | Risk Score | Risk Factors | Tags |
|---|---|---|---|---|
0x5d5f2db…
|
— |
100
High
|
Anomaly detected by Isolation Forest
Transaction involves DeFi exploit address: Bybit Exploiter 7
Low transaction fee
Part of suspicious wallet community
Repetitive transaction amount
Outgoing structuring detected: 3 similar amounts totaling 0.00
Related to 21 high-risk transactions (highest score: 100)
Sends funds to exploit address: 0x30a822...
Outgoing structuring detected: 4 similar amounts totaling 0.00
|
No tags
|
0x66fce87…
|
— |
40
Medium
|
Anomaly detected by Isolation Forest
High frequency transactions (less than 1 minute interval)
Low transaction fee
Part of suspicious wallet community
Related to 3 high-risk transactions (highest score: 80)
Very short time between transactions
Outgoing structuring detected: 4 similar amounts totaling 0.00
|
No tags
|
0x03e9103…
|
— |
100
High
|
Anomaly detected by Isolation Forest
Outgoing structuring detected: 4 similar amounts totaling 0.00
Related to 20 high-risk transactions (highest score: 100)
Low transaction fee
Part of suspicious wallet community
Repetitive transaction amount
Transaction involves DeFi exploit address: Bybit Exploiter 21
Outgoing structuring detected: 3 similar amounts totaling 0.00
Very short time between transactions
Sends funds to exploit address: 0xb72334...
|
No tags
|
0x533f444…
|
— |
100
High
|
Sends funds to exploit address: 0x229093...
Anomaly detected by Isolation Forest
Transaction involves DeFi exploit address: Bybit Exploiter 15
Low transaction fee
Part of suspicious wallet community
Repetitive transaction amount
Outgoing structuring detected: 3 similar amounts totaling 0.00
Related to 21 high-risk transactions (highest score: 100)
Very short time between transactions
Outgoing structuring detected: 4 similar amounts totaling 0.00
|
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: 4
Medium Risk Activities: 0
Total Flagged Transactions: 4
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 0x296f0144d5bc57609503fc1883dece258a53818e:
1. Risk Assessment
- Overall Risk Level: Very High
- Standardized Risk Score: 100/100
- Average Transaction Risk Score: 85.00
- Total Suspicious Patterns: 4
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
Report Information
Author
Cladious Auto
Published Date
July 14, 2025
Views
30
Likes
0