Lazarus High Risk Bybit Hacking Investigation [CLADIOUS-[BYBIT_HACKER_LAZARUS_ITER]-2025-001] - Wallet Analysis Report - Very High Risk - 0xa7ce...7f1e
Published
14 Jul 2025
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Wallet Name
Analysis Target Wallet (CLADIOUS-[BYBIT_HACKER_LAZARUS_ITER]-2025-001) - 0xa7ce...7f1e
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Overview
Project Scope
Analysis of wallet 0xa7ce512bf15b8be97d031fd78ae25534e4e37f1e - Lazarus High Risk Bybit Hacking Investigation
Suspicious Wallet Hash
0xa7ce512bf15b8be97d031fd78ae25534e4e37f1e
This is the primary wallet address being investigated in this report.
Methodology
Research Methodology
Automated Analysis Methodology for Wallet 0xa7ce512bf15b8be97d031fd78ae25534e4e37f1e
1. Data Collection
- Automated transaction retrieval from blockchain
- Historical transaction pattern analysis
- Network connection mapping
2. Analysis Algorithms
- Multi-algorithm approach using 8 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 0xa7ce512bf15b8be97d031fd78ae25534e4e37f1e
1. Blockchain Data Retrieval
- Retrieved 8 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 0xa7ce512bf15b8be97d031fd78ae25534e4e37f1e
Risk Level: Very High Risk Score: 100/100 Total Issues Identified: 31 Suspicious Transactions: 8
Key Findings: - Automated analysis detected 8 suspicious transactions - Risk assessment indicates very high risk level - 31 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.
0xc2b89485dde813d22ea652aec07c44f6c1a545c15d9d55bbbf03879b781cf9c0: Very short time between transactions
0x4594ae6913071b5efbb6efcec0f03038ac453323fc228756e301edff18a8b256: Very short time between transactions
0x77cc996541cb8606c9fcf8f3e80a0ce7677614b7f665100db1ea2ec56bdff95a: Very short time between transactions
0x216916a9f8e56d31a67980f013847d6a552d23aceda725331f099212225d1827: Very short time between transactions
0x38e287e04bc925f554d2797f44ec0a3087ca4847e052f811896632f68f763a93: Very short time between transactions
0x913d7adf16a80695189f72471d622cfd84d87f5d0e1c7d7317d415d7949a5e69: Very short time between transactions
0x86b5c5e465394d5bd6556e179d6c12e5033815041cda1a88dd23a1bd9a5e1268: Very short time between transactions
0xc2b89485dde813d22ea652aec07c44f6c1a545c15d9d55bbbf03879b781cf9c0: Transaction amount doubled compared to previous transaction
0x77cc996541cb8606c9fcf8f3e80a0ce7677614b7f665100db1ea2ec56bdff95a: Transaction amount significantly lower than average
0x216916a9f8e56d31a67980f013847d6a552d23aceda725331f099212225d1827: Transaction amount significantly lower than average, Transaction amount halved compared to previous transaction
0x913d7adf16a80695189f72471d622cfd84d87f5d0e1c7d7317d415d7949a5e69: Transaction amount significantly lower than average
0xc2b89485dde813d22ea652aec07c44f6c1a545c15d9d55bbbf03879b781cf9c0: High frequency transactions (less than 1 minute interval)
0xeaa22be981524e495f04df02061c86debb92a57636699df678c901fe9ad6cbc4: Regular interval transactions between the same wallets
0x77cc996541cb8606c9fcf8f3e80a0ce7677614b7f665100db1ea2ec56bdff95a: Regular interval transactions between the same wallets, High frequency transactions (less than 1 minute interval)
0x216916a9f8e56d31a67980f013847d6a552d23aceda725331f099212225d1827: High frequency transactions (less than 1 minute interval)
0x38e287e04bc925f554d2797f44ec0a3087ca4847e052f811896632f68f763a93: High frequency transactions (less than 1 minute interval)
0x913d7adf16a80695189f72471d622cfd84d87f5d0e1c7d7317d415d7949a5e69: Regular interval transactions between the same wallets, High frequency transactions (less than 1 minute interval)
0x86b5c5e465394d5bd6556e179d6c12e5033815041cda1a88dd23a1bd9a5e1268: High frequency transactions (less than 1 minute interval)
Summary
Total Suspicious Transactions
8
Average Risk Score
67.38
Top Tags
No tags
Suspicious Transactions
| Transaction Hash | Risk Score | Risk Factors | Tags |
|---|---|---|---|
0x4594ae6…
|
100
High
|
Short time frame between transactions
Anomaly detected by Isolation Forest
Outgoing structuring detected: 4 similar amounts totaling 0.00
Transaction involves DeFi exploit address: Bybit Exploiter 42
High frequency transactions (less than 1 minute interval)
Low transaction fee
Part of suspicious wallet community
Related to 103 high-risk transactions (highest score: 100)
Sends funds to exploit address: 0xe69753...
Very short time between transactions
Transaction amount significantly lower than average
Transaction amount halved compared to previous transaction
|
No tags
|
0x38e287e…
|
100
High
|
Short time frame between transactions
Transaction involves DeFi exploit address: Bybit Exploiter 39
Anomaly detected by Isolation Forest
Outgoing structuring detected: 4 similar amounts totaling 0.00
Related to 94 high-risk transactions (highest score: 100)
High frequency transactions (less than 1 minute interval)
Sends funds to exploit address: 0xd3c611...
Low transaction fee
Part of suspicious wallet community
Outgoing structuring detected: 3 similar amounts totaling 0.00
Very short time between transactions
Transaction amount significantly lower than average
Transaction amount halved compared to previous transaction
|
No tags
|
0x86b5c5e…
|
100
High
|
Short time frame between transactions
Related to 101 high-risk transactions (highest score: 100)
Sends funds to exploit address: 0xe9bc55...
Anomaly detected by Isolation Forest
Outgoing structuring detected: 4 similar amounts totaling 0.00
High frequency transactions (less than 1 minute interval)
Low transaction fee
Part of suspicious wallet community
Transaction involves DeFi exploit address: Bybit Exploiter 43
Outgoing structuring detected: 3 similar amounts totaling 0.00
Very short time between transactions
Transaction amount significantly lower than average
Transaction amount halved compared to previous transaction
|
No tags
|
0xeaa22be…
|
40
High
|
Anomaly detected by Isolation Forest
High frequency transactions (less than 1 minute interval)
Low transaction fee
Part of suspicious wallet community
Very short time between transactions
Outgoing structuring detected: 4 similar amounts totaling 0.00
|
No tags
|
0x77cc996…
|
33
Medium
|
Anomaly detected by Isolation Forest
Low transaction fee
Part of suspicious wallet community
Transaction amount doubled compared to previous transaction
Outgoing structuring detected: 3 similar amounts totaling 0.00
Outgoing structuring detected: 4 similar amounts totaling 0.00
|
No tags
|
0xc2b8948…
|
100
High
|
Short time frame between transactions
Anomaly detected by Isolation Forest
Outgoing structuring detected: 4 similar amounts totaling 0.00
Sends funds to exploit address: 0x9ef428...
High frequency transactions (less than 1 minute interval)
Related to 104 high-risk transactions (highest score: 100)
Low transaction fee
Part of suspicious wallet community
Outgoing structuring detected: 3 similar amounts totaling 0.00
Transaction involves DeFi exploit address: Bybit Exploiter 40
Very short time between transactions
Transaction amount significantly lower than average
Transaction amount halved compared to previous transaction
|
No tags
|
0x216916a…
|
33
Medium
|
Anomaly detected by Isolation Forest
Low transaction fee
Part of suspicious wallet community
Transaction amount doubled compared to previous transaction
Outgoing structuring detected: 3 similar amounts totaling 0.00
Outgoing structuring detected: 4 similar amounts totaling 0.00
|
No tags
|
0x913d7ad…
|
33
Medium
|
Anomaly detected by Isolation Forest
Low transaction fee
Part of suspicious wallet community
Transaction amount doubled compared to previous transaction
Outgoing structuring detected: 3 similar amounts totaling 0.00
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: 8
Medium Risk Activities: 0
Total Flagged Transactions: 8
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 0xa7ce512bf15b8be97d031fd78ae25534e4e37f1e:
1. Risk Assessment
- Overall Risk Level: Very High
- Standardized Risk Score: 100/100
- Average Transaction Risk Score: 67.38
- Total Suspicious Patterns: 8
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 12:39:17 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
Views
7
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