4.96 GB | 9min 52s | mp4 | 1920X1080  | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1 11 The Problem with Manual Cyber Defense.mp4 | Size:  (107.79 MB)
FileName :2 12 Why Rule-Based Automation Breaks.mp4 | Size:  (75.02 MB)
FileName :3 13 AI as a Decision Engine (Not Just Detection).mp4 | Size:  (90.73 MB)
FileName :4 14 Security Automation vs Orchestration.mp4 | Size:  (74.5 MB)
FileName :5 15 Where Humans Should Stay in the Loop.mp4 | Size:  (64.51 MB)
FileName :6 16 Automation Failure Case Studies.mp4 | Size:  (57.81 MB)
FileName :7 17 Mapping Security Tasks to Automation Potential.mp4 | Size:  (56.58 MB)
FileName :8 21 How AI Makes Decisions.mp4 | Size:  (62.6 MB)
FileName :9 22 Patterns vs Rules vs Learning.mp4 | Size:  (50.02 MB)
FileName :10 23 Supervised vs Unsupervised AI for Automation.mp4 | Size:  (55.08 MB)
FileName :11 24 Confidence, Thresholds & Risk Scores.mp4 | Size:  (44.33 MB)
FileName :12 25 Training AI for Operational Environments.mp4 | Size:  (52.57 MB)
FileName :13 26 Why Perfect Accuracy Is Dangerous.mp4 | Size:  (55.51 MB)
FileName :14 27 Practical Exercise Automation Decision Mapping.mp4 | Size:  (52.84 MB)
FileName :15 31 Traditional Detection Pipelines.mp4 | Size:  (51.17 MB)
FileName :16 32 AI-Driven Detection Pipelines.mp4 | Size:  (48.84 MB)
FileName :17 33 Event Correlation Using AI.mp4 | Size:  (43.83 MB)
FileName :18 34 Alert Deduplication & Suppression.mp4 | Size:  (61.41 MB)
FileName :19 35 AI-Based Severity Scoring.mp4 | Size:  (57.29 MB)
FileName :20 36 False Positive Reduction Strategies.mp4 | Size:  (54.06 MB)
FileName :21 37 Practical Lab Automated Alert Prioritization.mp4 | Size:  (51.93 MB)
FileName :22 41 Why Monitoring Doesn't Scale.mp4 | Size:  (70.07 MB)
FileName :23 42 AI-Driven Anomaly Detection.mp4 | Size:  (54.63 MB)
FileName :24 43 Behavioral Baselines & Drift.mp4 | Size:  (57.27 MB)
FileName :25 44 Continuous Monitoring with AI.mp4 | Size:  (64.62 MB)
FileName :26 45 Context-Aware Monitoring.mp4 | Size:  (62.32 MB)
FileName :27 46 Alert Escalation Automation.mp4 | Size:  (56.01 MB)
FileName :28 47 Lab Self-Adjusting Monitoring Rules.mp4 | Size:  (51.91 MB)
FileName :29 51 Anatomy of a Modern SOC.mp4 | Size:  (61.1 MB)
FileName :30 52 Where SOC Analysts Lose Time.mp4 | Size:  (57.75 MB)
FileName :31 53 AI for Alert Triage.mp4 | Size:  (55.3 MB)
FileName :32 54 Automated Case Creation & Enrichment.mp4 | Size:  (51.3 MB)
FileName :33 55 Analyst Assistants vs Autonomous Agents.mp4 | Size:  (66.7 MB)
FileName :34 56 Measuring SOC Automation Success.mp4 | Size:  (53.5 MB)
FileName :35 57 Lab AI-Driven SOC Workflow.mp4 | Size:  (60.52 MB)
FileName :36 61 Incident Response Bottlenecks.mp4 | Size:  (56 MB)
FileName :37 62 AI-Assisted Incident Classification.mp4 | Size:  (44.96 MB)
FileName :38 63 Automated Evidence Collection.mp4 | Size:  (54.45 MB)
FileName :39 64 Decision Trees vs AI Decisions.mp4 | Size:  (53.37 MB)
FileName :40 65 Automated Containment Actions.mp4 | Size:  (41.95 MB)
FileName :41 66 Rollback & Human Override.mp4 | Size:  (59.72 MB)
FileName :42 67 Practical Simulation Automated IR Flow.mp4 | Size:  (49.46 MB)
FileName :43 71 From Detection to Defense.mp4 | Size:  (58.22 MB)
FileName :44 72 Automated Blocking & Isolation.mp4 | Size:  (97.8 MB)
FileName :45 73 Adaptive Firewall & Network Rules.mp4 | Size:  (77.33 MB)
FileName :46 74 Endpoint Containment Automation.mp4 | Size:  (77.57 MB)
FileName :47 75 Confidence-Based Defense Actions.mp4 | Size:  (83.07 MB)
FileName :48 76 Avoiding Self-Inflicted Outages.mp4 | Size:  (87.58 MB)
FileName :49 77 Lab Controlled Autonomous Defense.mp4 | Size:  (90.37 MB)
FileName :50 81 Why Cloud Security Must Be Automated.mp4 | Size:  (119.26 MB)
FileName :51 82 AI for IAM Abuse Detection.mp4 | Size:  (97.12 MB)
FileName :52 83 Automated Permission Risk Scoring.mp4 | Size:  (79.16 MB)
FileName :53 84 Cloud Misconfiguration Auto-Fixing.mp4 | Size:  (124.85 MB)
FileName :54 85 AI-Driven Access Revocation.mp4 | Size:  (111.91 MB)
FileName :55 86 Continuous Cloud Defense Loops.mp4 | Size:  (97.72 MB)
FileName :56 87 Lab AI-Based Cloud Security Automation.mp4 | Size:  (118.04 MB)
FileName :57 91 Network Security Automation Basics.mp4 | Size:  (103.68 MB)
FileName :58 92 AI-Driven IDS & IPS.mp4 | Size:  (91.24 MB)
FileName :59 93 Automated Lateral Movement Detection.mp4 | Size:  (83.87 MB)
FileName :60 94 Endpoint Behavior Automation.mp4 | Size:  (81.62 MB)
FileName :61 95 Deception & Moving Target Defense.mp4 | Size:  (84.68 MB)
FileName :62 96 Automated Threat Containment.mp4 | Size:  (66.31 MB)
FileName :63 97 Lab Network + Endpoint Automation.mp4 | Size:  (63.42 MB)
FileName :64 101 When Automation Goes Wrong.mp4 | Size:  (63.94 MB)
FileName :65 102 Automation Blind Spots.mp4 | Size:  (71.49 MB)
FileName :66 103 Feedback Loops & Cascade Failures.mp4 | Size:  (62.75 MB)
FileName :67 104 Adversarial Abuse of Automation.mp4 | Size:  (54.09 MB)
FileName :68 105 Human-in-the-Loop Design.mp4 | Size:  (57.15 MB)
FileName :69 106 Kill Switches & Rollback Systems.mp4 | Size:  (59.63 MB)
FileName :70 111 Attacks Against AI Security Systems.mp4 | Size:  (74.77 MB)
FileName :71 112 Data Poisoning in Automation Pipelines.mp4 | Size:  (50.12 MB)
FileName :72 113 Model Evasion Techniques.mp4 | Size:  (50 MB)
FileName :73 114 Securing Training Data.mp4 | Size:  (61.44 MB)
FileName :74 115 Monitoring AI Decisions.mp4 | Size:  (60.47 MB)
FileName :75 116 Trust & Explainability in Defense AI.mp4 | Size:  (67.46 MB)]
Screenshot

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