-
University of Stavanger
- Stavanger, Norway
- https://www.ozgurcatak.net
- https://orcid.org/0000-0002-2434-9966
- @ozgurcatak
- in/ozgurcatak
- https://scholar.google.com/citations?user=qPzUoDYAAAAJ&hl=en
-
-
QuantumUQ Public
Uncertainty quantification, calibration, and reliability benchmarking for quantum machine learning with Qiskit and PennyLane.
-
-
BERT4MIMO-AI4Wireless Public
CSIBERT-AI4Wireless is a comprehensive repository dedicated to the implementation, evaluation, and analysis of the CSIBERT model, a novel transformer-based approach for enhancing wireless communica…
-
Code and experiments for "Measurement-Budget Allocation in Quantum Learning with Finite-Shot Generalization Guarantees." PennyLane simulations reproducing the finite-shot Rademacher bound (Theorem …
-
-
qkd-fl-wireless-security Public
Code and experiments for quantum-inspired security in federated learning for wireless communications, including channel estimation and threat-model analysis.
-
ocatak.github.io Public
-
-
devsecops-tutorial Public
DevSecOps best practices with a vulnerable Flask based web application
-
social-insecurity Public
Forked from MagnusBook/social-insecurity -
A unified framework for Trustworthy Quantum Machine Learning (TQML), including uncertainty quantification, adversarial robustness, and privacy-preserving federated QML experiments. Contains reprodu…
-
NextG-AI Public
Next Generation Communications Book Code Repository
-
Deep learning models for automatic modulation recognition using attention mechanisms (baseline, causal, sparse) on RadioML dataset. Includes CNN-Transformer architectures with comprehensive visuali…
-
Homomorphic-Neural-Cryptography Public
Forked from minawoien/master-thesisMaster thesis, Asymmetric Neural Cryptography with Homomorphic Properties
-
A decentralized FL framework for spectrum sensing using U-Net. Enables collaborative training without sharing raw data, handling non-IID distributions. Ideal for wireless communication, IoT, and ra…
-
-
MassiveMIMO-CSI-Dataset Public
A comprehensive Massive MIMO Channel State Information (CSI) dataset for research in next-generation wireless communication networks. This dataset supports applications in AI/ML, such as scenario c…
-
uncertainty_in_llm Public
Code and experiments for the research paper "Uncertainty Quantification in Large Language Models Through Convex Hull Analysis" published in Discover Artificial Intelligence (2024).
-
-
PMU-Anomaly-Detection Public
Trustworthy Cyber-physical Power Systems using AI: Dueling Algorithms for PMU Anomaly Detection and Cybersecurity
-
TradeRES-BC-Portal Public
TradeRES EU Project: A pioneering Ethereum-based blockchain framework for facilitating secure and efficient energy trading. This repository houses the smart contracts for the EnergyToken and Energy…
-
trustworthyai Public
Trustworthy AI: From Theory to Practice book. Explore the intersection of ethics and technology with 'Trustworthy AI: From Theory to Practice.' This comprehensive guide delves into creating AI mode…
-
-
-
multikey-homomorphic-encryption Public
Forked from MetisPrometheus/MSc-thesis-xmkckks -
5g-rng Public
5G Spectrogram-based Random Number Generation for Devices with Low Entropy Sources
-
-
6G Wireless Communication Security - Deep Learning Based Channel Estimation Dataset
-
Homomorphic-Encryption-and-Federated-Learning-based-Privacy-Preserving-CNN-Training- Public
Forked from FebriantiW/Homomorphic-Encryption-and-Federated-Learning-based-Privacy-Preserving-CNN-Training-Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing techniques, has been started to use for the improvement of …
Jupyter Notebook UpdatedJun 9, 2022