Banu Günel Kılıç

E-mail

bgunel@metu.edu.tr

Department

Graduate School of Informatics

ORCID

0000-0003-4917-192X

Scopus Author ID

14631920500

Web of Science Researcher ID

H-1174-2013

GRU-GBM: A combined intrusion detection model using LightGBM and gated recurrent unit Sarikaya, Alper; Günel Kılıç, Banu; DEMİRCİ, MEHMET (2022-07-01) Due to the increasing sophistication of cyber-attacks, intrusion detection systems need to be improved constantly. Each machine learning classifier has different advantages against intrusion detection and combining the adv...
Evaluation of Acoustic Gunshot Localization Methods on Helicopters with Environmental Sound Simulations Yılmaz, Murat; Günel Kılıç, Banu (Springer, London/Berlin , 2022-07-01) Although there are ground based localization solutions for Small Arms Fire (SAF) attacks, there are only a few implementations of onboard applications. A simple Acoustic Source Localization (ASL) application employs a micr...
Evaluation of Acoustic Gunshot Localization Methods on Helicopters with Environmental Sound Simulations Yılmaz, Murat; Günel Kılıç, Banu (2022-01-01) Although there are ground based localization solutions for Small Arms Fire (SAF) attacks, there are only a few implementations of onboard applications. A simple Acoustic Source Localization (ASL) application employs a micr...
Reusable Security Requirements Repository Implementation Based on Application/System Components Özdemir Sönmez, Ferda; Günel Kılıç, Banu (2021-12-01) Forming high quality requirements has a direct impact on project success. Gathering security requirements could be challenging, since it demands a multidisciplinary approach and security expertise. Security requirements re...
A Decision Support System for Optimal Selection of Enterprise Information Security Preventative Actions Özdemir Sönmez, Ferda; Günel Kılıç, Banu (2021-09-01)
A Decision Support System for Optimal Selection of Enterprise Information Security Preventative Actions Sonmez, Ferda Ozdemir; Günel Kılıç, Banu (2021-09-01) Types and complexity of information security related vulnerabilities are growing rapidly and present numerous challenges to the enterprises. One of the key challenges is to identify the optimal set of precautions with limi...
Holistic Web Application Security Visualization for Multi-Project and Multi-Phase Dynamic Application Security Test Results Sonmez, Ferda Ozdemir; Günel Kılıç, Banu (2021-01-01) As the number of web applications and the corresponding number and sophistication of the threats increases, creating new tools that are efficient and accessible becomes essential. Although there is much research concentrat...
A Class-Specific Intrusion Detection Model: Hierarchical Multi-class IDS Model Sarıkaya, Alper; Günel Kılıç, Banu (2020-06-01) Nowadays, cyberattacks are occurring continuously. There are many kinds of attack types, which are malicious and harmful for our networks, resources and privacy. Along with this, diversity, size and density of the cyberatt...
Application of binary PSO for public cloud resources allocation system of video on demand (VoD) services Aygun, Betul; Günel Kılıç, Banu; ARICI, NURSAL; Coşar, Ahmet; Tuncsiper, Bedriye (Elsevier BV, 2020-01-01) Video streaming, whether on demand or live, has become one of the most popular internet applications. However, financial investments required for it is a severe problem since it needs more real time storage, higher data tr...
The use of big mobile data to gain multilayered insights for Syrian refugee crisis Kılıç, Özgün Ozan; Işık, Oğuz; Günel Kılıç, Banu; Aydınoğlu, Arsev Umur; Sürer, Elif; Kalaycıoğlu, Hediye Sibel; Taşkaya Temizel, Tuğba (Springer, 2019-09-01) This study aims to shed light on various aspects of refugees’ lives in Turkey using mobile call data records of Türk Telekom, enriched with numerous local data sets. To achieve this, we made use of several statistical and ...

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