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Training a Recurrent Neural Network
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Classroom Contents
Weaponizing Data Science for Social Engineering - Automated E2E Spear Phishing on Twitter
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- 1 Intro
- 2 A Novel Phishing Campaign Design
- 3 Fooling Humans for 50 Years
- 4 ISO: Demo Volunteers
- 5 Why Twitter?
- 6 Techniques, Tactics and Procedures
- 7 Design Flow
- 8 Triage of High Value Targets on Twitter
- 9 Choosing a URL shortener
- 10 Desirable properties of URL shortener
- 11 Recon and Footprinting for Profiling
- 12 Leveraging Markov Models
- 13 Training a Recurrent Neural Network
- 14 Tradeoffs and Caveats
- 15 Language and Social Network Agnosticism
- 16 Wild Testing SNAP R
- 17 Pilot Experiment
- 18 Man vs. Machine 2 Hour Bake Off
- 19 Potential Use Cases
- 20 Mitigations
- 21 Black Hat Sound Bytes
