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Social
Engineering
LLMs
Ralph Lloren
Divergence Academy
https://www.linkedin.com/in/ralphlloren/
Agenda
1 – whoami
2 - Social Engineering
3 – AI LLMs (ChatGPT)
4 - Question and Answer
FIRST
$ whoami
Ralph Lloren
127.0.0.1: Austin, Texas
Masters in Science in Cybersecurity
Undergrads:
- Organizational Leadership
- Criminal Justice
- Nursing
- Ex-US Securities Series Licensed Stockbroker
- Licensed Registered Nurse
- 6 Years USAF Law Enforcement Officer
- Freelance Cyber Instructor [Divergence
Academy]
- OSINT CTF Human Trafficking/Missing
Persons
- Information is a new form of matter.
Security
Azure x Handful
AWS
Google
x 1
x 0
$ whoami part deux
Social Engineering
What is Hacking?
Ralph’s 3 Steps:
SE – Cyber Kill Chain
1. Gather Data to get intimate with
its pattern (system/framework).
2. Find gaps of
vulnerabilities/areas of
improvement.
3. Exploit or Heal that Gap
TECH
SE - Frameworks & Systems
HUMAN
S
TECH - HUMANS
SE - Frameworks & Systems
HUMAN
S
TECH
SE – DEFCON Village Scenario
https://www.youtube.com/watch?v=lc7scxvKQOo
SE: Real World Incident
SE: Real World Fix
For the time being, the one act of
enabling MFA will render simple
attacks useless.
Not all MFA is the same however, IF
you have the ability to turn on
“Context”. This is my advice. Layer on
Geofencing as well. The more layers =
hard to exploit.
Humans can either be the strongest link…. Or the weakest….
SE: Society Today
We live in a world of big data. Never before have we been bombarded with so
data and it’s likely to keep increasing. We are either improperly processing data
and/or we’re information overloaded.
Even IF we get the above done correctly, we STILL regularly find ourselves
unable to align our actions consistent with our knowledge and beliefs…..
SE: Heart vs Mind?
1.Cognitive (Biases)
2.Emotions
3.Behaviors
SE: Biases
https://www.visualcapitalist.com/50-cognitive-biases-in-the-modern-world/
SE: Emotions
SE: Behavior/Subconcious
“Choice Architecture”
SE: Neurotransmitter
Hacking
It’s more and more important for us to
use less technology….
SE: Decision Fatigue
Else, that’s what the bad guys are
waiting for (or marketing ads).
LLMs:
Communication/Prompts
When having a conversation/interrogation:
1. Open Ended vs Closed Ended Questions
2. Loaded Questions
A few goals:
- Find or Create a need
- Find the emotional triggers
- Observe their habits/routines
LLMs:
Communication/Prompts
We must know our Internal
Patterns:
1) Intellect/Biases
2) Emotions
3) Behavioral Patterns
I thought this was about ChatGPT?
Why focus on the human so much?
SE/LLMs: Communication
ChatGPT is a tool.
Just like any other tool, it is the human
behind it that makes the ultimate
difference.
Problem Formulation
- Diagnosis
- Decomposition
- Reframing
- Designing a Solution
The End for now

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GDG Cloud Southlake #23:Ralph Lloren: Social Engineering Large Language Models

Editor's Notes

  1. I may or may not accidentally or purposefully say not so good things…. Just know that it is just part of the theatrics and that all opinions expressed during the presentation is mine and mine only.
  2. https://www.visualcapitalist.com/50-cognitive-biases-in-the-modern-world/
  3. https://www.visualcapitalist.com/50-cognitive-biases-in-the-modern-world/
  4. https://www.visualcapitalist.com/50-cognitive-biases-in-the-modern-world/
  5. https://www.visualcapitalist.com/50-cognitive-biases-in-the-modern-world/