Sahin Boydas
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AI Security and Cybersecurity

AI threat detection, security automation, compliance frameworks, cyber defense

110 articles·5 content types
Audience

CISOs, security engineers, founders building security products

Pain Points

Evolving threats, AI-powered attacks, compliance burden, talent shortage

Subtopics
threat detectionAI security toolscompliance automationpenetration testingzero trust
How-To2026-02-21

How to Master AI Threat Detection (The Counterintuitive Guide)

Forget everything you know about AI Threat Detection. The rules have changed, and this is the new playbook for surviving the AI era.

Opinion2026-02-21

Why Most Founders Get Adversarial AI Completely Wrong

After analyzing 100+ Adversarial AI incidents, I found a terrifying pattern. This is what you need to know before it's too late.

Opinion2026-02-17

Stop Doing Adversarial AI Like This (Do This Instead)

Adversarial AI beyond the buzzword: the real threat to startups, and a practical framework founders can use to stay protected in 2026.

Opinion2026-02-13

The Truth About AI Threat Detection Nobody Talks About

Everyone is talking about AI Threat Detection, but 99% of founders are doing it wrong. I learned the hard way so you don't have to.

List2026-02-08

11 Things I Learned About AI Security Tools the Hard Way

Forget everything you know about AI Security Tools. The rules have changed, and this is the new playbook for surviving the AI era.

Opinion2026-02-06

Why Model Inversion is the Next Trillion Dollar Opportunity

Everyone is talking about Model Inversion, but 99% of founders are doing it wrong. I learned the hard way so you don't have to.

Opinion2026-02-05

The Costliest AI Security Tools Mistake

AI Security Tools beyond the buzzword: the real threat to startups, and a practical framework founders can use to stay protected in 2026.

Opinion2026-01-29

Why Deepfakes is the Next Trillion Dollar Opportunity

Deepfakes beyond the buzzword: the real threat to startups, and a practical framework founders can use to stay protected in 2026.

Case Study2026-01-26

I Spent 9 Years Fighting Prompt Injection: Here's What I Learned

What most teams get wrong about Prompt Injection, and the counterintuitive strategies that actually work to keep a startup protected in 2026.

Opinion2026-01-23

What Silicon Valley Won't Tell You About AI Threat Detection

Forget everything you know about AI Threat Detection. The rules have changed, and this is the new playbook for surviving the AI era.

Opinion2026-01-02

Stop Doing Data Poisoning Like This (Do This Instead)

Everyone is talking about Data Poisoning, but 99% of founders are doing it wrong. I learned the hard way so you don't have to.

Opinion2026-01-02

What Silicon Valley Won't Tell You About AI Threat Detection

After analyzing 100+ AI Threat Detection incidents, I found a terrifying pattern. This is what you need to know before it's too late.

Guide2026-01-01

The Ultimate Guide to Deepfakes in 2026

After analyzing 100+ Deepfakes incidents, I found a terrifying pattern. This is what you need to know before it's too late.

Opinion2025-12-18

My Controversial Take on Zero-Day AI

After analyzing 100+ Zero-Day AI incidents, I found a terrifying pattern. This is what you need to know before it's too late.

Guide2025-12-14

The Ultimate Guide to AI Threat Detection in 2026

After analyzing 100+ AI Threat Detection incidents, I found a terrifying pattern. This is what you need to know before it's too late.

How-To2025-12-12

How to Master Deepfakes (The Counterintuitive Guide)

Forget everything you know about Deepfakes. The rules have changed, and this is the new playbook for surviving the AI era.

Opinion2025-12-11

The Dark Side of AI Security Tools You Need to Know

Forget everything you know about AI Security Tools. The rules have changed, and this is the new playbook for surviving the AI era.

Case Study2025-11-16

I Spent 3 Years Fighting Deepfakes: Here's What I Learned

What most teams get wrong about Deepfakes, and the counterintuitive strategies that actually work to keep a startup protected in 2026.

Opinion2025-11-16

My Controversial Take on Prompt Injection

Forget everything you know about Prompt Injection. The rules have changed, and this is the new playbook for surviving the AI era.

How-To2025-11-11

How I Used AI Threat Detection to Scale My Business

What most teams get wrong about AI Threat Detection, and the counterintuitive strategies that actually work to keep a startup protected in 2026.