Deep learning based Sequential model for malware analysis using Windows exe API Calls
Catak, Ferhat Ozgur, Yazı, Ahmet Faruk, Elezaj, Ogerta, Ahmed, Javed
Published in PeerJ. Computer science (27.07.2020)
Published in PeerJ. Computer science (27.07.2020)
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Journal Article
Modelling and Design of Pre-Equalizers for a Fully Operational Visible Light Communication System
Bostanoglu, Murat, Dalveren, Yaser, Catak, Ferhat Ozgur, Kara, Ali
Published in Sensors (Basel, Switzerland) (14.06.2023)
Published in Sensors (Basel, Switzerland) (14.06.2023)
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Journal Article
An XAI approach for COVID-19 detection using transfer learning with X-ray images
Sarp, Salih, Catak, Ferhat Ozgur, Kuzlu, Murat, Cali, Umit, Kusetogullari, Huseyin, Zhao, Yanxiao, Ates, Gungor, Guler, Ozgur
Published in Heliyon (01.04.2023)
Published in Heliyon (01.04.2023)
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Journal Article
BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models
Wibawa, Febrianti, Catak, Ferhat Ozgur, Sarp, Salih, Kuzlu, Murat
Published in Cryptography (01.07.2022)
Published in Cryptography (01.07.2022)
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Journal Article
Defending AI-Based Automatic Modulation Recognition Models Against Adversarial Attacks
Tang, Haolin, Catak, Ferhat Ozgur, Kuzlu, Murat, Catak, Evren, Zhao, Yanxiao
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
A secure and efficient Internet of Things cloud encryption scheme with forensics investigation compatibility based on identity-based encryption
Unal, Devrim, Al-Ali, Abdulla, Catak, Ferhat Ozgur, Hammoudeh, Mohammad
Published in Future generation computer systems (01.12.2021)
Published in Future generation computer systems (01.12.2021)
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Journal Article
Hybrid AI-based Anomaly Detection Model using Phasor Measurement Unit Data
Abraham Regev, Yuval, Vassdal, Henrik, Halden, Ugur, Ozgur Catak, Ferhat, Cali, Umit
Published in 2022 IEEE 1st Global Emerging Technology Blockchain Forum: Blockchain & Beyond (iGETblockchain) (07.11.2022)
Published in 2022 IEEE 1st Global Emerging Technology Blockchain Forum: Blockchain & Beyond (iGETblockchain) (07.11.2022)
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Conference Proceeding
Distributed denial of service attack detection using autoencoder and deep neural networks
Catak, Ferhat Ozgur, Mustacoglu, Ahmet Fatih
Published in Journal of intelligent & fuzzy systems (01.01.2019)
Published in Journal of intelligent & fuzzy systems (01.01.2019)
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Journal Article
Security concerns on machine learning solutions for 6G networks in mmWave beam prediction
Catak, Ferhat Ozgur, Kuzlu, Murat, Catak, Evren, Cali, Umit, Unal, Devrim
Published in Physical communication (01.06.2022)
Published in Physical communication (01.06.2022)
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Journal Article
Closeness and uncertainty aware adversarial examples detection in adversarial machine learning
Tuna, Omer Faruk, Catak, Ferhat Ozgur, Eskil, M. Taner
Published in Computers & electrical engineering (01.07.2022)
Published in Computers & electrical engineering (01.07.2022)
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Journal Article
TENET: a new hybrid network architecture for adversarial defense
Tuna, Omer Faruk, Catak, Ferhat Ozgur, Eskil, M. Taner
Published in International journal of information security (01.08.2023)
Published in International journal of information security (01.08.2023)
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Journal Article
Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples
Tuna, Omer Faruk, Catak, Ferhat Ozgur, Eskil, M. Taner
Published in Multimedia tools and applications (01.03.2022)
Published in Multimedia tools and applications (01.03.2022)
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Journal Article