Umit Cali | DeepAI

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Featured Co-authors

Ralf Mikut
31 publications
Ferhat Ozgur Catak
18 publications
Murat Kuzlu
9 publications
Evren Catak
6 publications
Salih Sarp
3 publications
Manisa Pipattanasomporn
3 publications
Vinayak Sharma
3 publications
Ozgur Guler
2 publications
Jorge Ángel González Ordiano
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Ugur Halden
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Febrianti Wibawa
1 publication

∙ 05/04/2023

Uncertainty Aware Deep Learning Model for Secure and Trustworthy Channel Estimation in 5G Networks

With the rise of intelligent applications, such as self-driving cars and...

0 Ferhat Ozgur Catak, et al. ∙

∙ 12/05/2022

Anomaly Detection in Power Markets and Systems

The widespread use of information and communication technology (ICT) ove...

0 Ugur Halden, et al. ∙

∙ 09/27/2022

Mitigating Attacks on Artificial Intelligence-based Spectrum Sensing for Cellular Network Signals

Cellular networks (LTE, 5G, and beyond) are dramatically growing with hi...

0 Ferhat Ozgur Catak, et al. ∙

∙ 09/21/2022

Hybrid AI-based Anomaly Detection Model using Phasor Measurement Unit Data

Over the last few decades, extensive use of information and communicatio...

0 Yuval Abraham Regev, et al. ∙

∙ 08/12/2022

Defensive Distillation based Adversarial Attacks Mitigation Method for Channel Estimation using Deep Learning Models in Next-Generation Wireless Networks

Future wireless networks (5G and beyond) are the vision of forthcoming c...

0 Ferhat Ozgur Catak, et al. ∙

∙ 04/16/2022

Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case

Medical data is often highly sensitive in terms of data privacy and secu...

0 Febrianti Wibawa, et al. ∙

∙ 02/16/2022

The Adversarial Security Mitigations of mmWave Beamforming Prediction Models using Defensive Distillation and Adversarial Retraining

The design of a security scheme for beamforming prediction is critical f...

10 Murat Kuzlu, et al. ∙

∙ 10/21/2021

Cybersecurity of Renewable Energy Data and Applications Using Distributed Ledger Technology

Renewable energy sources (RES) are among the most popular emerging energ...

0 Umit Cali, et al. ∙

∙ 05/09/2021

Security Concerns on Machine Learning Solutions for 6G Networks in mmWave Beam Prediction

6G – sixth generation – is the latest cellular technology currently unde...

0 Ferhat Ozgur Catak, et al. ∙

∙ 01/20/2021

Probabilistic Solar Power Forecasting: Long Short-Term Memory Network vs Simpler Approaches

The high penetration of volatile renewable energy sources such as solar ...

0 Vinayak Sharma, et al. ∙

∙ 01/19/2021

Internet of Predictable Things (IoPT) Framework to Increase Cyber-Physical System Resiliency

During the last two decades, distributed energy systems, especially rene...

8 Umit Cali, et al. ∙