Tags

• series 5
• llm 2
• tensors 2
• mechanistic-interpretability 2
• red-teaming 2
• neural-networks 1
• mathematics 1
• deep-learning 1
• embeddings 1
• attention 1
• transformers 1
• adversarial-ml 1
• attack-surface 1
• model-security 1
• reverse-engineering 1
• explainability 1
• circuits 1
• lab-setup 1
• hands-on 1
• pytorch 1
• interpretability-tools 1

series

Part 5: Building Your First AI Security Lab – From Theory to Practice

13 minute read

This is Part 5 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. We have spent four articles building the conceptu...

Part 4: Mechanistic Interpretability – Reverse-Engineering the AI Brain

14 minute read

This is Part 4 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. We have covered the math (Part 1), the architectu...

Part 3: The Attack Surface Within – Where Tensors Meet Vulnerabilities

13 minute read

This is Part 3 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. In Part 1, we learned what tensors are. In Part 2...

Part 2: How LLMs Actually Think – Embeddings, Attention, and the Math Behind the Magic

13 minute read

This is Part 2 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. In Part 1, we built our foundation — understandin...

Part 1: Welcome to the Tensor World – A Security Engineer’s First Steps into Neural Network Mathematics

9 minute read

This is Part 1 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. If you’re a security professional who has ever lo...

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llm

Part 2: How LLMs Actually Think – Embeddings, Attention, and the Math Behind the Magic

13 minute read

This is Part 2 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. In Part 1, we built our foundation — understandin...

The Ghosts in the Tensors – A New Frontier for InfoSec

2 minute read

In the world of information security, we are comfortable with logic. We understand overflows, injections, and misconfigurations because they follow a traceab...

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tensors

Part 1: Welcome to the Tensor World – A Security Engineer’s First Steps into Neural Network Mathematics

9 minute read

This is Part 1 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. If you’re a security professional who has ever lo...

The Ghosts in the Tensors – A New Frontier for InfoSec

2 minute read

In the world of information security, we are comfortable with logic. We understand overflows, injections, and misconfigurations because they follow a traceab...

Back to Top ↑

mechanistic-interpretability

Part 4: Mechanistic Interpretability – Reverse-Engineering the AI Brain

14 minute read

This is Part 4 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. We have covered the math (Part 1), the architectu...

The Ghosts in the Tensors – A New Frontier for InfoSec

2 minute read

In the world of information security, we are comfortable with logic. We understand overflows, injections, and misconfigurations because they follow a traceab...

Back to Top ↑

red-teaming

Part 3: The Attack Surface Within – Where Tensors Meet Vulnerabilities

13 minute read

This is Part 3 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. In Part 1, we learned what tensors are. In Part 2...

The Ghosts in the Tensors – A New Frontier for InfoSec

2 minute read

In the world of information security, we are comfortable with logic. We understand overflows, injections, and misconfigurations because they follow a traceab...

Back to Top ↑

neural-networks

Part 1: Welcome to the Tensor World – A Security Engineer’s First Steps into Neural Network Mathematics

9 minute read

This is Part 1 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. If you’re a security professional who has ever lo...

Back to Top ↑

mathematics

Part 1: Welcome to the Tensor World – A Security Engineer’s First Steps into Neural Network Mathematics

9 minute read

This is Part 1 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. If you’re a security professional who has ever lo...

Back to Top ↑

deep-learning

Part 1: Welcome to the Tensor World – A Security Engineer’s First Steps into Neural Network Mathematics

9 minute read

This is Part 1 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. If you’re a security professional who has ever lo...

Back to Top ↑

embeddings

Part 2: How LLMs Actually Think – Embeddings, Attention, and the Math Behind the Magic

13 minute read

This is Part 2 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. In Part 1, we built our foundation — understandin...

Back to Top ↑

attention

Part 2: How LLMs Actually Think – Embeddings, Attention, and the Math Behind the Magic

13 minute read

This is Part 2 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. In Part 1, we built our foundation — understandin...

Back to Top ↑

transformers

Part 2: How LLMs Actually Think – Embeddings, Attention, and the Math Behind the Magic

13 minute read

This is Part 2 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. In Part 1, we built our foundation — understandin...

Back to Top ↑

adversarial-ml

Part 3: The Attack Surface Within – Where Tensors Meet Vulnerabilities

13 minute read

This is Part 3 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. In Part 1, we learned what tensors are. In Part 2...

Back to Top ↑

attack-surface

Part 3: The Attack Surface Within – Where Tensors Meet Vulnerabilities

13 minute read

This is Part 3 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. In Part 1, we learned what tensors are. In Part 2...

Back to Top ↑

model-security

Part 3: The Attack Surface Within – Where Tensors Meet Vulnerabilities

13 minute read

This is Part 3 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. In Part 1, we learned what tensors are. In Part 2...

Back to Top ↑

reverse-engineering

Part 4: Mechanistic Interpretability – Reverse-Engineering the AI Brain

14 minute read

This is Part 4 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. We have covered the math (Part 1), the architectu...

Back to Top ↑

explainability

Part 4: Mechanistic Interpretability – Reverse-Engineering the AI Brain

14 minute read

This is Part 4 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. We have covered the math (Part 1), the architectu...

Back to Top ↑

circuits

Part 4: Mechanistic Interpretability – Reverse-Engineering the AI Brain

14 minute read

This is Part 4 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. We have covered the math (Part 1), the architectu...

Back to Top ↑

lab-setup

Part 5: Building Your First AI Security Lab – From Theory to Practice

13 minute read

This is Part 5 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. We have spent four articles building the conceptu...

Back to Top ↑

hands-on

Part 5: Building Your First AI Security Lab – From Theory to Practice

13 minute read

This is Part 5 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. We have spent four articles building the conceptu...

Back to Top ↑

pytorch

Part 5: Building Your First AI Security Lab – From Theory to Practice

13 minute read

This is Part 5 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. We have spent four articles building the conceptu...

Back to Top ↑

interpretability-tools

Part 5: Building Your First AI Security Lab – From Theory to Practice

13 minute read

This is Part 5 of a 12-part series exploring the intersection of artificial intelligence and cybersecurity. We have spent four articles building the conceptu...

Back to Top ↑