Lazarus High Risk Bybit Hacking Investigation [CLADIOUS-[BYBIT_HACKER_LAZARUS_ITER]-2025-001] - Wallet Analysis Report - Very High Risk - 0xe597...618b
Published
15 Jul 2025
25 views
Wallet Name
Analysis Target Wallet (CLADIOUS-[BYBIT_HACKER_LAZARUS_ITER]-2025-001) - 0xe597...618b
Overview
Project Scope
Analysis of wallet 0xe597dd709ab3ea315b22963e756c78b93cd2618b - Lazarus High Risk Bybit Hacking Investigation
Suspicious Wallet Hash
0xe597dd709ab3ea315b22963e756c78b93cd2618b
This is the primary wallet address being investigated in this report.
Methodology
Research Methodology
Automated Analysis Methodology for Wallet 0xe597dd709ab3ea315b22963e756c78b93cd2618b
1. Data Collection
- Automated transaction retrieval from blockchain
- Historical transaction pattern analysis
- Network connection mapping
2. Analysis Algorithms
- Multi-algorithm approach using 6 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 0xe597dd709ab3ea315b22963e756c78b93cd2618b
1. Blockchain Data Retrieval
- Retrieved 6 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 0xe597dd709ab3ea315b22963e756c78b93cd2618b
Risk Level: Very High Risk Score: 100/100 Total Issues Identified: 23 Suspicious Transactions: 6
Key Findings: - Automated analysis detected 6 suspicious transactions - Risk assessment indicates very high risk level - 23 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.
0x08ce75259edf5f890cdca041300dd47bf3da94b83b2bcf2e2995d5352bb1ceba: Very short time between transactions
0xae5394a9523649ab1b9ff72ef91e542602347da38e2ec837f3b135afc153b557: Very short time between transactions
0xa012959cc1894870e3739d88c915c708c7a976f37e9d1af1da7bd183f9786d3f: Very short time between transactions
0x52841c571ad838db80666ae188861d1c09db0a97602b33748e3b0dc23e859cb4: Very short time between transactions
0x62e755f1285658865c2f1bebea3b123003309a16ce7170fa0215c2af514d4325: Very short time between transactions
0xbfa01c41932ce5a673be8a7dbef338ea37e0ba13b06161f3c4a44727d4e95357: Transaction amount significantly higher than user average
0x08ce75259edf5f890cdca041300dd47bf3da94b83b2bcf2e2995d5352bb1ceba: Transaction amount doubled compared to previous transaction
0xae5394a9523649ab1b9ff72ef91e542602347da38e2ec837f3b135afc153b557: Transaction amount significantly lower than average
0xa012959cc1894870e3739d88c915c708c7a976f37e9d1af1da7bd183f9786d3f: Transaction amount significantly lower than average
0x52841c571ad838db80666ae188861d1c09db0a97602b33748e3b0dc23e859cb4: Transaction amount halved compared to previous transaction, Transaction amount significantly lower than average
0xbfa01c41932ce5a673be8a7dbef338ea37e0ba13b06161f3c4a44727d4e95357: Transaction amount significantly higher than average, Transaction amount doubled compared to previous transaction
0x08ce75259edf5f890cdca041300dd47bf3da94b83b2bcf2e2995d5352bb1ceba: High frequency transactions (less than 1 minute interval)
0xae5394a9523649ab1b9ff72ef91e542602347da38e2ec837f3b135afc153b557: High frequency transactions (less than 1 minute interval)
0xa012959cc1894870e3739d88c915c708c7a976f37e9d1af1da7bd183f9786d3f: High frequency transactions (less than 1 minute interval)
0x52841c571ad838db80666ae188861d1c09db0a97602b33748e3b0dc23e859cb4: High frequency transactions (less than 1 minute interval)
0x62e755f1285658865c2f1bebea3b123003309a16ce7170fa0215c2af514d4325: High frequency transactions (less than 1 minute interval)
Summary
Total Suspicious Transactions
7
Average Risk Score
42.57
Top Tags
No tags
Suspicious Transactions
| Transaction Hash | Network | Risk Score | Risk Factors | Tags |
|---|---|---|---|---|
0xae5394a…
|
— |
0
Low
|
Transaction involves trusted address (Exchange/DeFi Protocol)
|
No tags
|
0x62e755f…
|
— |
47
Medium
|
Low transaction fee
Transaction amount doubled compared to previous transaction
Part of suspicious wallet community
Short time frame between transactions
Anomaly detected by Isolation Forest
Very short time between transactions
|
No tags
|
0xbfa01c4…
|
— |
100
High
|
Related to 64 high-risk transactions (highest score: 100)
Sends funds to exploit address: 0x1bb097...
Transaction amount significantly lower than average
Part of suspicious wallet community
Transaction amount halved compared to previous transaction
Transaction involves DeFi exploit address: Bybit Exploiter 16
|
No tags
|
0x08ce752…
|
— |
51
Medium
|
Low transaction fee
Part of suspicious wallet community
High frequency transactions (less than 1 minute interval)
Anomaly detected by Isolation Forest
Very short time between transactions
Transaction amount significantly higher than average
Transaction amount significantly higher than user average
|
No tags
|
0xa012959…
|
— |
0
Low
|
Transaction involves trusted address (Exchange/DeFi Protocol)
|
No tags
|
0x52841c5…
|
— |
0
Low
|
Transaction involves trusted address (Exchange/DeFi Protocol)
|
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: 3
Medium Risk Activities: 0
Total Flagged Transactions: 6
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 0xe597dd709ab3ea315b22963e756c78b93cd2618b:
1. Risk Assessment
- Overall Risk Level: Very High
- Standardized Risk Score: 100/100
- Average Transaction Risk Score: 33.00
- Total Suspicious Patterns: 6
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 15, 2025
Views
25
Likes
0