Uploaded on May 8, 2025
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Artificial Intelligence Training | AI ML Course Hyderabad
How AI Improves
Cybersecurity
Subtitle: Enhancing Threat
Detection and Response with
Artificial Intelligence
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Introduction to AI in Cybersecurity
• Cyber threats are becoming more complex and
frequent.
• Traditional security tools often struggle to keep
up.
• AI introduces intelligent, adaptive defense
mechanisms that evolve with threats.
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Threat Detection and Analysis
• AI excels at analyzing vast amounts of
data quickly.
• Detects anomalies in network traffic,
user behavior, or system logs.
• Machine learning algorithms identify
patterns linked to malware or breaches.
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Real-time Response and Automation
• AI enables automated threat response in real-time.
• Reduces response time from hours to seconds.
• Can isolate affected systems, block IPs, or trigger
alerts instantly.
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Predictive Analytics
• AI uses historical data to predict future
threats.
• Helps organizations stay proactive
rather than reactive.
• Enables risk scoring and prioritization of
vulnerabilities.
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AI in Phishing
Detection
• AI analyzes emails, URLs, and
content for phishing
indicators.
• Uses
Natural Language Processi
ng (NLP)
to detect malicious intent.
• Continuously learns from new
attack vectors.
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User and Entity Behavior
Analytics (UEBA)
• Tracks user activity to detect
insider threats.
• Flags abnormal behavior like
unusual logins or data access.
• Improves internal threat
visibility with context-aware
analysis.
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Limitations and
Challenges
• AI is only as good as the
data it's trained on.
• Can produce false positives or
miss novel threats.
• Requires continuous updates
and skilled personnel for
tuning.
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Conclusion
• AI greatly enhances
cybersecurity through speed,
accuracy, and automation.
• Not a replacement for human
analysts, but a powerful ally.
• Organizations must integrate
AI with best practices for
robust defense.
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For More Information About
Artificial Intelligence
Address:- Flat no: 205, 2nd Floor,
Nilagiri Block, Aditya Enclave, Ameerpet,
Hyderabad-16
Ph. No: +91-998997107
www.visualpath.in
[email protected]
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Thank You
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