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== <span style="color: #FFFFFF;">Remembering</span> == * '''Intrusion Detection System (IDS)''' β A system that monitors network or system activity for signs of malicious behavior or policy violations. * '''SIEM (Security Information and Event Management)''' β A platform aggregating security data from across an organization for analysis and alerting. * '''Malware classification''' β Using ML to classify executable files or scripts as malicious or benign, and into malware families. * '''Anomaly detection''' β Identifying unusual patterns that may indicate a security breach; baseline normal behavior, flag deviations. * '''Threat hunting''' β Proactively searching for hidden threats in an environment using AI-assisted analysis of security telemetry. * '''Phishing detection''' β Using NLP and URL analysis to identify phishing emails and websites. * '''User and Entity Behavior Analytics (UEBA)''' β Profiling normal behavior patterns for users and devices, flagging anomalies that may indicate compromise. * '''Endpoint Detection and Response (EDR)''' β Security software on endpoints (laptops, servers) that collects behavioral data and applies AI to detect threats. * '''False positive''' β A legitimate event incorrectly flagged as malicious; high false positive rates cause alert fatigue. * '''Adversarial ML''' β Techniques to fool ML-based security systems through carefully crafted inputs. * '''APT (Advanced Persistent Threat)''' β A sophisticated, long-duration cyberattack by well-resourced actors; hardest to detect with ML. * '''CVE (Common Vulnerabilities and Exposures)''' β Standardized identifiers for known software vulnerabilities; AI assists in prioritizing patching. * '''Threat intelligence''' β Information about current threat actors, tactics, and indicators used to improve defenses. </div> <div style="background-color: #006400; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">
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