Unit 7.2 โ€” AI in Cybersecurity & Defense

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Lyrics

[Verse 1]
Anomaly detection watches every flow
Machine learning patterns start to show
When traffic breaks from normal ways
The IDS sounds its warning praise
SIEM collects the scattered clues
SOAR responds with automated news

[Chorus]
AI guards the digital gate
Threat detection can't be late
Malware hunting, vulnerabilities
Defense systems hold the keys
Anomaly, priority, autonomy
Cybersecurity technology

[Verse 2]
Malware samples flood the analysis bay
Behavioral patterns give the game away
Classification engines sort the threat
Static signatures we can't forget
Dynamic sandbox runs the code
While neural networks crack the mode

[Chorus]
AI guards the digital gate
Threat detection can't be late
Malware hunting, vulnerabilities
Defense systems hold the keys
Anomaly, priority, autonomy
Cybersecurity technology

[Verse 3]
Vulnerability management takes the stage
AI-assisted triage turns the page
Critical patches rise to top priority
While false positives lose their authority
Risk scoring helps the teams decide
Which exploits they cannot hide

[Bridge]
CMMC compliance for defense contractors
CUI data needs protective factors
ITAR export controls apply
When AI systems cross the sky
EAR restrictions guide the way
Technology transfer rules obey

[Verse 4]
Autonomous weapons need oversight
Meaningful human control stays in sight
Quantum computers change the game
Cryptanalysis breaks the chain
Post-quantum crypto migration starts
AI assists the hardest parts

[Chorus]
AI guards the digital gate
Threat detection can't be late
Malware hunting, vulnerabilities
Defense systems hold the keys
Anomaly, priority, autonomy
Cybersecurity technology

[Outro]
From threat detection to quantum defense
AI evolution never ends
Human judgment guides the way
In cybersecurity's endless fray

โ† Unit 7.1 โ€” AI in Healthcare | Unit 7.3 โ€” AI in Financial Services โ†’