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Denız Demırcı
Also published under:Deniz Demirci
Affiliation
Informatics Institute, Middle East Technical University, Ankara, Turkey
Topic
Convolutional Neural Network,Dynamic Analysis,Executable File,Language Model,Long Memory,Long Short-term Memory,Long Short-term Memory Model,Machine Learning,Neural Network,Recurrent Neural Network,Short-term Memory,Application Programming Interface,Bidirectional Long Short-term Memory,Call Graph,Control Flow Graph,Deep Learning,Deep Neural Network,Domain-specific Models,Dynamic Approach,F1 Score,False Positive Rate,Feed-forward Network,Gated Recurrent Unit,Internet Of Things,Intrusion Detection System,Logical Inconsistency,Long Short-term Memory Architecture,Machine Learning Classifiers,Malware Detection,Metamorphic,Methods In The Literature,Mobile Operating System,Natural Language,Popular Datasets,Ransomware,Recurrent Neural Network Architecture,Recurrent Neural Network Model,ResNet Model,Sentence Length,Sequence Of Instructions,Short-term Memory Model,Static Analysis,Stochastic Gradient Descent,Tokenized,Training Set,Transformer,Validation Set,Virtual Machines,
Biography
Denız Demırcı received the B.S. degree in system engineering from the Turkish Military Academy, Ankara, Turkey, as a Lieutenant, in 2007, and the M.Sc. degree in cyber security from the Informatics Institute, Middle East Technical University (METU), Turkey, in 2021. He worked as a Platoon Leader and a Team Commander, from 2007 to 2011. From 2011 to 2016, he worked as a Software Developer. Since 2016, he has been responsible for performing and managing penetration tests, malware analysis, security incident detection, and response, as a Technical Lead with the Cyber Security Center of Turkish, Gendarmerie General Command. His research interests include software security, image processing, natural language processing, malware analysis, reverse engineering, and machine learning.