Ferhat Ozgur Catak – Medium

Ferhat Ozgur Catak

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Ferhat Ozgur Catak
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Towards Data Science

6G and Artificial Intelligence With Security Problems

6G solutions with Adversarial Machine Learning Attacks: Millimeter Wave Beam Prediction Use-Case

Mar 11, 2021

Adversarial Machine Learning Attack in 6G

Mar 11, 2021

Ferhat Ozgur Catak

Understanding Adversarial Attacks in Artificial Intelligence: Insights from “Trustworthy AI: From…

In the rapidly evolving landscape of Artificial Intelligence (AI), ensuring the security and robustness of AI systems is of paramount…

Aug 7

Understanding Adversarial Attacks in Artificial Intelligence: Insights from “Trustworthy AI: From…

Aug 7

Ferhat Ozgur Catak

Understanding Reliability in AI: A Dive into Uncertainty Quantification

For more in-depth discussions and practical examples, check out our book, “Trustworthy AI: From Theory to Practice”.

Aug 7

Understanding Reliability in AI: A Dive into Uncertainty Quantification

Aug 7

Ferhat Ozgur Catak

Trustworthy AI: Navigating the Ethical Frontier

My book about Trustworthy AI (Amazon)

Feb 18

Trustworthy AI: Navigating the Ethical Frontier

Feb 18

Ferhat Ozgur Catak

AI Based 6G Applications’ Security Mitigations: Defensive Distillation and Adversarial Retraining

Feb 20, 2022

AI Based 6G Applications’ Security Mitigations: Defensive Distillation and Adversarial Retraining

Feb 20, 2022

Ferhat Ozgur Catak
in
Towards Data Science

Deep LSTM based Malware Analysis

Deep learning based Sequential model for malware analysis using Windows Exe API Calls

Jul 24, 2020

Malware dataset

Jul 24, 2020

Ferhat Ozgur Catak
in
Towards Data Science

Adversarial Machine Learning Mitigation: Adversarial Learning

There are several attacks against deep learning models in the literature, including fast-gradient sign method (FGSM), basic iterative…

Jul 17, 2020

Adversarial machine learning attack

Jul 17, 2020

Ferhat Ozgur Catak

The New Area to Protect Cyber Security: Artificial Intelligence

Introduction

Jun 14, 2020

The New Area to Protect Cyber Security: Artificial Intelligence

Jun 14, 2020

Ferhat Ozgur Catak

Windows Malware Dataset with PE API Calls

Our public malware dataset generated by Cuckoo Sandbox based on Windows OS API calls analysis for cybersecurity researchers for malware…

Jun 14, 2020

Windows Malware Dataset with PE API Calls

Jun 14, 2020

Ferhat Ozgur Catak

Ferhat Ozgur Catak

I’m an associate professor at the University of Stavanger. My current research topics are cyber security, AI, 5G/6G, adversarial machine learning attacks.

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