FOR508: Advanced Incident Response, Threat Hunting, and Digital Forensics Expert - Led Video Course
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Lesson 1: Introduction to Decimals in Digital Forensics
Definition of decimals in data analysis
Decimal vs binary representations
Use cases for decimals in forensics
Decimal precision in timestamp analysis
Decimal rounding and truncation
Decimal arithmetic in hashing
Handling decimal values in logs
Decimal normalization for data comparison
Decimal interpretation in file metadata
Decimal roles in network forensics
Lesson 2: Decimal Number Systems in Incident Response
Base-10 system fundamentals
Converting between decimal and hexadecimal
Decimal interpretation in memory addresses
Decimal utilization in process IDs
Decimal and IP address representations
Parsing decimal values from registry
Decimal fields in log files
Decimal-based filtering in SIEM
Handling decimal anomalies in events
Decimal ordering and sorting in datasets
Lesson 3: Decimal Timestamps and Time Calculations
Unix timestamps and decimals
Decimal fractions for milliseconds
Converting decimal times to human-readable
Timezone adjustments with decimals
Decimal time differences in event correlation
Parsing decimal time in logs
Decimal accuracy in timeline analysis
Decimal drift in system clocks
Handling leap seconds in decimals
Decimal representation of time durations
Lesson 4: Decimal Float and Double Types in Evidence
Float vs double in digital artifacts
Decimal storage in databases
Precision errors in float calculations
Parsing floating point values from memory
Decimal rounding vulnerabilities
Float-point arithmetic in malware
Displaying floats as decimals
Decimal conversions for reporting
Hexadecimal to decimal float conversion
Decimal normalization in evidence review
Lesson 5: Decimal Values in File Systems
Cluster size and decimal calculation
Decimal offsets in file carving
Decimal size representation in file headers
Decimal sector addressing
File metadata with decimal values
Decimal calculations for slack space
Decimal-based fragmentation analysis
Decimal representation in FAT/NTFS
Calculating decimal entropy in files
Decimal rounding impacts in file recovery
Lesson 6: Decimal Analysis in Memory Forensics
Decimal addresses in RAM dumps
Decimal representation of pointers
Decimal alignment in memory structures
Decimal byte offsets in heap analysis
Decimal signature scanning
Decimal-based carving from memory
Decimal boundaries for page tables
Decimal-based allocation size detection
Decimal interpretation of memory artifacts
Decimal thresholds for anomaly detection
Lesson 7: Decimal Interpretation in Network Forensics
Decimal values in packet headers
Decimal port numbers
Decimal representation of packet size
Converting IPs to decimal notation
Decimal latency calculation
Decimal-based throughput metrics
Decimal values in protocol analysis
Decimal time stamps in pcap files
Filtering packets with decimal criteria
Decimal-based session reassembly
Lesson 8: Decimal Handling in Log Analysis
Decimal representation in syslog
Decimal event IDs
Decimal-based log filtering
Parsing decimals in event logs
Decimal time stamps in logs
Decimal severity levels
Decimal-based correlation rules
Decimal-based anomaly detection
Decimal calculation for log aggregation
Decimal normalization in log parsing
Lesson 9: Decimal Encoding and Decoding in Artifacts
Decimal encoding schemes
Decoding decimal obfuscation
Decimal values in encoded payloads
Decimal-to-ASCII conversion
Decimal-based steganography
Decimal substitution in malware
Detecting decimal encoding anomalies
Decimal-binary-hexadecimal conversions
Decimal obfuscation in scripts
Decimal pattern recognition
Lesson 10: Decimal Calculations in Threat Hunting
Aggregating decimal values for threat detection
Decimal thresholds for alerts
Decimal calculation in user behavior analytics
Decimal anomaly scores
Decimal-based risk scoring
Decimal metrics in lateral movement detection
Decimal normalization in hunt queries
Decimal-based clustering of events
Decimal deviation in baseline activity
Decimal representation in hunt dashboards
Lesson 11: Decimals in Data Acquisition Processes
Decimal offsets in disk imaging
Decimal size calculation for images
Decimal-based validation of acquired data
Decimal representation in acquisition logs
Decimal checksums
Decimal-based error rates during acquisition
Decimal progress tracking
Decimal representation in evidence tags
Decimal-based prioritization of sources
Decimal time stamps in acquisition records
Lesson 12: Decimals in Evidence Preservation
Decimal representation in hash values
Decimal-based chain-of-custody logs
Decimal time stamps for evidence handling
Decimal labeling of evidence copies
Decimal-based versioning
Decimal accuracy in evidence duplication
Decimal-based audit trails
Decimal representation in storage capacities
Decimal calculations for evidence retention
Decimal-based preservation policies
Lesson 13: Decimal Interpretation in Malware Analysis
Decimal opcodes in disassembly
Decimal representation of malware signatures
Decimal-based pattern matching
Decimal values in malware config files
Decimal representation of payload sizes
Decimal thresholds in malware detection
Decimal values in mutexes/keys
Decimal-based timing in malware behavior
Decimal-based scoring of malware risk
Decimal representation in YARA rules
Lesson 14: Decimals in Reverse Engineering
Decimal interpretation of assembly instructions
Decimal offsets in code analysis
Decimal-based memory mapping
Decimal representation in string tables
Decimal jumps and call addresses
Decimal values in crackme challenges
Decimal representation in function tables
Decimal-based control flow analysis
Decimal values in patching binaries
Decimal calculations for shellcode offsets
Lesson 15: Decimal Calculations in Case Management
Decimal ticket numbers
Decimal-based case prioritization
Decimal time tracking per case
Decimal evidence count
Decimal thresholds for case escalation
Decimal-based resource allocation
Decimal-based impact scoring
Decimal representation in case reporting
Decimal calculation of mean time to resolution
Decimal-based trend analysis in cases
Lesson 16: Decimals in Cloud Forensics
Decimal representation in cloud storage sizes
Decimal-based log analysis in cloud environments
Decimal IP addresses in cloud logs
Decimal artifact offsets in virtual disks
Decimal-based cost calculations
Decimal thresholds for cloud anomalies
Decimal values in cloud API calls
Decimal-based retention periods
Decimal calculations for cloud snapshot diffs
Decimal-based scaling in cloud forensics
Lesson 17: Decimals in Mobile Forensics
Decimal representation in SMS/MMS timestamps
Decimal byte offsets in mobile images
Decimal values in app databases
Decimal-based timeline reconstruction
Decimal battery levels
Decimal calculations for GPS coordinates
Decimal thresholds for mobile anomalies
Decimal-based contact frequency
Decimal photo metadata
Decimal storage capacities in mobile devices
Lesson 18: Decimal-Based Hash Analysis
Decimal interpretation of hash values
Decimal collision probability
Decimal-based hash comparison
Decimal thresholds for hash similarity
Decimal-based hash performance metrics
Decimal analysis of hash distribution
Decimal representation in hash tables
Decimal-based hash list filtering
Decimal time stamps in hash logs
Decimal calculations for hash chaining
Lesson 19: Decimal Representation in Email Forensics
Decimal message IDs
Decimal time stamps in email headers
Decimal size of attachments
Decimal-based spam scoring
Decimal representation in email logs
Decimal analysis of email frequency
Decimal-based filtering rules
Decimal IP addresses in headers
Decimal calculation of email chains
Decimal thresholds for email anomalies
Lesson 20: Decimal Values in Threat Intelligence
Decimal-based threat scoring
Decimal representation in IOC values
Decimal confidence levels
Decimal-based severity ratings
Decimal calculation for threat prioritization
Decimal-based reputation metrics
Decimal thresholds for automated blocking
Decimal representation in indicator feeds
Decimal-based threat correlation
Decimal normalization in threat data
Lesson 21: Decimal Calculations in SIEM
Decimal-based event frequency
Decimal thresholds in rule tuning
Decimal-based aggregation of alerts
Decimal representation in dashboards
Decimal calculation of false positives
Decimal-based normalization functions
Decimal sorting and filtering
Decimal scoring for incident triage
Decimal-based correlation searches
Decimal representation in SIEM reporting
Lesson 22: Decimal-Based Anomaly Detection
Decimal thresholds for anomaly identification
Decimal-based statistical analysis
Decimal z-scores in event analysis
Decimal-based outlier detection
Decimal clustering for anomalies
Decimal normalization for machine learning
Decimal deviation from baselines
Decimal representation in anomaly scores
Decimal-based alerting
Decimal calculation for anomaly trend analysis
Lesson 23: Decimal Representation in Reporting
Decimal-based accuracy in reports
Decimal charting and visualization
Decimal rounding for clarity
Decimal-based summary statistics
Decimal representation in executive summaries
Decimal thresholds in reporting metrics
Decimal-based comparison across incidents
Decimal time durations in reports
Decimal representation in pie/bar charts
Decimal normalization for multi-source data
Lesson 24: Decimal Calculations in Data Recovery
Decimal offsets in disk recovery
Decimal representation for lost file sizes
Decimal alignment in recovered files
Decimal calculation for partial files
Decimal-based recovery progress tracking
Decimal representation in recovery logs
Decimal thresholds for recovery completion
Decimal calculation for data integrity
Decimal values in slack space recovery
Decimal error rates in recovery processes
Lesson 25: Decimal-Based Network Flow Analysis
Decimal calculation of flow duration
Decimal-based packet count
Decimal representation of bytes per flow
Decimal thresholds for flow anomalies
Decimal calculation of inter-packet times
Decimal-based flow aggregation
Decimal normalization of flow data
Decimal-based detection of beaconing
Decimal scoring of suspicious flows
Decimal representation in flow logs
Lesson 26: Decimal-Based User Behavior Analytics
Decimal representation of login frequencies
Decimal calculation of session durations
Decimal thresholds for unusual activity
Decimal-based scoring of risky behavior
Decimal normalization across user profiles
Decimal representation in heatmaps
Decimal-based alerting for deviations
Decimal aggregation of user actions
Decimal calculation of access patterns
Decimal-based anomaly detection in UBA
Lesson 27: Decimal Handling in Legal and Compliance
Decimal representation in compliance metrics
Decimal-based audit scoring
Decimal thresholds for compliance violations
Decimal calculation of data retention periods
Decimal reporting in legal documentation
Decimal-based risk assessments
Decimal representation of evidence volumes
Decimal calculation for chain-of-custody
Decimal thresholds for regulatory alerts
Decimal normalization in compliance reporting
Lesson 28: Decimal Representation in API Forensics
Decimal values in API request logs
Decimal-based rate limiting
Decimal calculation of API response times
Decimal representation in error codes
Decimal-based API usage statistics
Decimal-based anomaly detection in API calls
Decimal normalization of API data
Decimal calculation for API abuse patterns
Decimal representation in API keys
Decimal thresholds for suspicious API activity
Lesson 29: Decimal Representation in Endpoint Detection
Decimal-based alert scoring
Decimal representation in endpoint logs
Decimal calculation for endpoint risk
Decimal thresholds in endpoint policies
Decimal-based aggregation of endpoint alerts
Decimal normalization for endpoint activity
Decimal representation of process IDs
Decimal calculation for file access patterns
Decimal scoring of endpoint anomalies
Decimal thresholds for endpoint response
Lesson 30: Decimal Calculations in Data Correlation
Decimal time alignment for events
Decimal-based matching of artifacts
Decimal correlation score calculation
Decimal thresholds for event linking
Decimal normalization across data sources
Decimal-based aggregation for correlation
Decimal calculation for cross-source timelines
Decimal representation in correlation graphs
Decimal-based alerting for correlated events
Decimal reporting for correlation findings
Lesson 31: Decimal Usage in Automation and Scripting
Decimal variable declaration in scripts
Decimal arithmetic in automation logic
Decimal-based looping and iteration
Decimal thresholds in automated alerts
Decimal representation in script outputs
Decimal-based error handling
Decimal calculations in data parsing
Decimal normalization in automation routines
Decimal representation in script logs
Decimal-based scheduling in automation
Lesson 32: Decimal Handling in Virtualization Forensics
Decimal offsets in virtual disk images
Decimal representation of VM resource allocation
Decimal thresholds in VM event logs
Decimal calculation of snapshot differences
Decimal-based identification of VM artifacts
Decimal normalization across VMs
Decimal calculation for VM uptime
Decimal representation in hypervisor logs
Decimal-based anomaly detection in VM activity
Decimal allocation in VM storage
Lesson 33: Decimal-Based Timeline Reconstruction
Decimal precision in timeline events
Decimal calculation of event intervals
Decimal-based alignment of multiple timelines
Decimal thresholds for timeline gaps
Decimal representation of time zones
Decimal normalization for timeline sources
Decimal aggregation of timeline data
Decimal-based visualization of timelines
Decimal calculation for sequence validation
Decimal reporting in timeline analysis
Lesson 34: Decimal Values in IoT Forensics
Decimal representation in sensor data
Decimal offsets in IoT firmware
Decimal calculation of event frequencies
Decimal thresholds for IoT anomalies
Decimal-based aggregation of device logs
Decimal normalization across IoT devices
Decimal-based anomaly detection
Decimal calculation for IoT event correlation
Decimal representation in IoT dashboards
Decimal scoring for IoT threats
Lesson 35: Decimal Representation in Encryption Analysis
Decimal key lengths
Decimal-based entropy calculation
Decimal offset in encrypted files
Decimal thresholds for weak encryption
Decimal representation in encrypted logs
Decimal calculation for brute force attempts
Decimal normalization of encrypted data
Decimal-based scoring of encryption strength
Decimal representation in encryption headers
Decimal-based comparison of encryption schemes
Lesson 36: Decimal-Based Risk Assessment
Decimal scoring of risk factors
Decimal-based aggregation of risk metrics
Decimal thresholds for risk levels
Decimal calculation of impact and likelihood
Decimal reporting in risk assessments
Decimal-based normalization for risk models
Decimal representation of risk over time
Decimal scoring for risk prioritization
Decimal calculation of residual risk
Decimal handling in risk dashboards
Lesson 37: Decimal Representation in Password Analysis
Decimal representation of password lengths
Decimal calculation of password complexity
Decimal-based scoring for password strength
Decimal thresholds in password policies
Decimal analysis of password hash collisions
Decimal representation in password dumps
Decimal calculation for password reuse
Decimal-based alerting for weak passwords
Decimal aggregation of password breaches
Decimal normalization of password statistics
Lesson 38: Decimal Calculations in Evidence Verification
Decimal representation in hash comparisons
Decimal calculation for data integrity
Decimal-based thresholds for verification
Decimal representation in verification logs
Decimal calculation for duplicate evidence
Decimal-based alerting for verification failures
Decimal normalization of verification results
Decimal aggregation for evidence sets
Decimal scoring for verification accuracy
Decimal handling in verification reports
Lesson 39: Decimal Representation in Insider Threat Detection
Decimal-based aggregation of user actions
Decimal calculation of anomaly scores
Decimal thresholds for insider alerts
Decimal representation in behavioral logs
Decimal normalization for user baselines
Decimal calculation for data exfiltration
Decimal-based correlation of insider events
Decimal scoring for insider risk
Decimal representation in investigation reports
Decimal-based trend analysis of insider threats
Lesson 40: Decimal Handling in Data Visualization
Decimal representation in charts
Decimal normalization for visualization
Decimal rounding for clarity
Decimal-based scaling in graphs
Decimal thresholds for visualization alerts
Decimal calculation for data clustering
Decimal representation in dashboards
Decimal-based filtering in visualizations
Decimal aggregation for summary charts
Decimal reporting for visual analytics
Lesson 41: Decimal-Based Metrics in Threat Modeling
Decimal representation of attack likelihood
Decimal calculation of threat impact
Decimal scoring in risk matrices
Decimal thresholds for attack vectors
Decimal normalization in threat models
Decimal aggregation of threat data
Decimal-based prioritization of threats
Decimal reporting in threat models
Decimal calculation for attack surface area
Decimal representation in threat simulation
Lesson 42: Decimal Representation in Protocol Analysis
Decimal fields in protocol headers
Decimal-based sequence numbers
Decimal calculation for retransmissions
Decimal thresholds for protocol anomalies
Decimal-based timing in protocol flows
Decimal aggregation of protocol events
Decimal normalization across protocols
Decimal representation in protocol logs
Decimal scoring for protocol-based threats
Decimal reporting for protocol analysis
Lesson 43: Decimal-Based Calculations in Financial Forensics
Decimal representation of monetary values
Decimal calculation for transaction analysis
Decimal thresholds for fraudulent transactions
Decimal normalization of financial data
Decimal aggregation of financial events
Decimal-based scoring for fraud risk
Decimal representation in financial reports
Decimal calculation for money flow
Decimal-based alerting for anomalies
Decimal handling in audit trails
Lesson 44: Decimal Representation in Chain of Custody
Decimal-based entry numbers
Decimal time stamps for custody events
Decimal calculation of custody durations
Decimal thresholds for custody violations
Decimal aggregation of custody events
Decimal normalization in custody logs
Decimal representation in custody reports
Decimal calculation for custody chain integrity
Decimal scoring for custody compliance
Decimal reporting for chain of custody
Lesson 45: Decimal Handling in Incident Response Metrics
Decimal representation in incident counts
Decimal calculation for mean time to detect
Decimal thresholds for escalation
Decimal aggregation of response times
Decimal normalization for IR data
Decimal representation in IR dashboards
Decimal-based scoring for response effectiveness
Decimal calculation for containment
Decimal reporting for incident trends
Decimal thresholds for IR KPIs
Lesson 46: Decimal-Based Performance Monitoring
Decimal representation in CPU usage
Decimal calculation for memory utilization
Decimal thresholds in performance alerts
Decimal aggregation of resource metrics
Decimal normalization across devices
Decimal reporting for performance analysis
Decimal calculation for network throughput
Decimal representation in performance logs
Decimal-based detection of bottlenecks
Decimal handling in performance dashboards
Lesson 47: Decimal Representation in Backup and Recovery
Decimal calculation for backup sizes
Decimal representation in backup schedules
Decimal thresholds for backup failures
Decimal aggregation of recovery points
Decimal calculation for restore duration
Decimal normalization in backup logs
Decimal reporting for backup success rates
Decimal-based alerting for backup anomalies
Decimal calculation for backup retention
Decimal representation in backup policies
Lesson 48: Decimal Handling in Forensic Tools
Decimal configuration in forensic utilities
Decimal-based progress indicators
Decimal thresholds for tool alerts
Decimal representation in tool logs
Decimal calculation for tool performance
Decimal normalization in tool outputs
Decimal aggregation of tool results
Decimal-based error rates in tools
Decimal reporting for tool efficacy
Decimal handling in tool automation
Lesson 49: Decimal Representation in Data Loss Prevention
Decimal thresholds for data movement
Decimal calculation for data exfiltration
Decimal-based scoring of DLP events
Decimal normalization in DLP logs
Decimal aggregation of DLP alerts
Decimal calculation for policy violations
Decimal reporting for DLP incidents
Decimal-based alerting for sensitive data
Decimal representation in DLP dashboards
Decimal calculation for DLP effectiveness
Lesson 50: Decimal-Based Quality Assurance in Forensics
Decimal representation in QA metrics
Decimal calculation for process accuracy
Decimal thresholds for QA alerts
Decimal normalization of QA data
Decimal aggregation of QA findings
Decimal reporting for forensic QA
Decimal calculation for process improvement
Decimal-based scoring for QA compliance
Decimal representation in QA dashboards
Decimal handling in QA audits