PySecure: Your Security One Stop Shop using Python
summary
A Philippine‑branded Python platform called P Secure collects C/S logs into a data lake, normalizes and correlates events, runs user and entity behavior analytics, and triggers proactive responses that integrate with endpoints, firewalls and ticketing via REST APIs. Models use numpy, PyTorch and naive Bayes text classifiers with a reported jump from 20% to 70–80% accuracy. Live deployments in banks and telcos handle dark web scraping over Tor and automated remediation.
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chapters (9)
- 0:00Introduction
- 3:04Cybersecurity responsibility
- 8:11PySecure architecture
- 12:50Data collection scripts
- 16:27Data analysis & ML
- 21:36Dark web monitoring
- 24:24Proactive response automation
- 27:18Cybersecurity career path
- 29:49Learning resources
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