Prof. BANU GÜNEL KILIÇ

Education

2001 - 2004

Doctorate

The Queen''s University of Belfast, Electronics, Electrical Engineering and Computer Science, United Kingdom

2000 - 2001

Postgraduate

University of Bristol, Electrical And Electronic Engineering, United Kingdom

1995 - 2000

Undergraduate

Middle East Technical University, Faculty of Engineering, Elektrik-Elektronik Mühendisliği Bölümü, Turkey

Research Areas

Signal Processing

Signal Processing for Sensor Sequences

Multi-mode Signal Processing

Multimedia

Speech Analysis and Processing Techniques

Simulation and Modelling

Parallel Algorithms

Information Security and Reliability

Artificial Intelligence, Computer Learning and Pattern Recognition

Software Engineering

Academic Positions

2022 - Continues

Professor

Middle East Technical University, Graduate School of Informatics, Information Systems

2014 - 2022

Associate Professor

Middle East Technical University, Graduate School of Informatics, Information Systems

2010 - 2014

Assistant Professor

Middle East Technical University, Graduate School of Informatics, Information Systems

2004 - 2010

Researcher

University of Surrey, Engineering And Physical Science, Electrical And Electronic Engineering

Managerial Experience

2022 - Continues

Director of The Institution

Middle East Technical University, Graduate School of Informatics, Information Systems

2016 - 2022

Assistant Director of the Institute

Middle East Technical University, Graduate School of Informatics, Information Systems

Non Academic Experience

2004 - 2010

Senior Research Associate

University of Surrey, Senior Research Associate

Supervised Theses

2024

Doctorate

A robust machine learning based ids design against adversarial attacks in sdn

Günel Kılıç B.

A.SARIKAYA(Student)

2024

Postgraduate

Using topological features of microservice call graphs to predict the response time variation

Günel Kılıç B.

B.FINDIK(Student)

2024

Postgraduate

Examination of institutional investor network patterns in context of major crashes in us stock markets

Günel Kılıç B. (Advisor)

E.DEMİREL(Student)

2023

Doctorate

Wavelet-based adaptive array signal processing for gunshot detection and DOA estimation on unmanned air vehicles

Günel Kılıç B. (Advisor)

M.YILMAZ(Student)

2023

Doctorate

Investigating the impact of selective directional auditory attention on eye movements, pupil responses, and auditory perception in the presence of competingspeech

Günel Kılıç B.

S.YAĞMUR(Student)

2023

Postgraduate

Assessment for identifying skills gaps in high performance computing related higher education programs by using NLP

Günel Kılıç B. (Advisor)

G.KARGIN(Student)

2022

Postgraduate

Augmenting a Turkish dataset for spam filtering using natural language processing techniques

GÜNEL KILIÇ B. (Advisor)

A.AKSOY(Student)

2022

Postgraduate

Keystroke transcription from acoustic emanations using continuous wavelet transform

GÜNEL KILIÇ B. (Advisor)

A.ÖZKAN(Student)

2022

Postgraduate

Human presence detection in emergency situations using deep learning based audio-visual systems

GÜNEL KILIÇ B., BOZŞAHİN H. C. (Advisor)

İ.GENECİ(Student)

2019

Postgraduate

PERFORMANCE EVALUATION OF REAL-TIME NOISY SPEECH RECOGNITION FOR MOBILE DEVICES

GÜNEL KILIÇ B. (Advisor)

Y.YURTCAN(Student)

2019

Postgraduate

It security and privacy guidance tool for iot designs and products

GÜNEL KILIÇ B. (Advisor)

M.Erhan(Student)

2019

Postgraduate

Social network analysis of malicious websites for detection and characterization

GÜNEL KILIÇ B. (Advisor)

M.Aldemir(Student)

2019

Doctorate

Security visualization infrastructures, techniques, and methodologies for improved enterprise security

GÜNEL KILIÇ B. (Advisor)

F.Ferd(Student)

2018

Postgraduate

ANOMALY-BASED CYBER INTRUSION DETECTION SYSTEM WITH ENSEMBLE CLASSIFIER

GÜNEL KILIÇ B. (Advisor)

A.SARIKAYA(Student)

2018

Doctorate

APPLICATION OF PARTICLE SWARM OPTIMIZATION ALGORITHM IN ALLOCATING CLOUD RESOURCES FOR VIDEO ON DEMAND

COŞAR A. (Co-Advisor), GÜNEL KILIÇ B. (Co-Advisor)

B.AYGÜN(Student)

2017

Doctorate

Guidelines and principles for efficient interaction on large touchscreens with collaborative usage

GÜNEL KILIÇ B. (Advisor)

T.SERCAN(Student)

2016

Doctorate

Investigating networked learning in corporate context: an embedded design mixed method study examining online knowledge sharing and collaboration via social network analysis

YILDIRIM İ. S. (Co-Advisor), GÜNEL KILIÇ B. (Co-Advisor)

D.Tufan(Student)

2016

Postgraduate

A comprehensive simulation of factors that affect performance of array based acoustic gunshot localization on helicopters

GÜNEL KILIÇ B. (Advisor)

M.YILMAZ(Student)

2015

Postgraduate

An information security framework for web services in enterprise networks

GÜNEL KILIÇ B. (Advisor)

B.GÖKHAN(Student)

2015

Postgraduate

Influence of networks on systemic risk within banking system of Turkey

GÜNEL KILIÇ B. (Advisor)

Ö.ÖZDEMİR(Student)

Designed Lessons

Postgraduate

Secure Software Development

Günel Kiliç B.

Security Engineering

Günel Kiliç B.

Social Network Analysis

Günel Kiliç B.

Applications of Audio Information Systems

Günel Kiliç B.

Taught Courses and Trainings

2024 - 2024

Sağlıkta Yapay Zeka Temel Eğitimi Sertifika Programı

Continuing Education Center - Certificate Program

Günel Kılıç B., Yet B., Akagündüz E., Aydın Son Y., Acar A. C., Otlu Sarıtaş B., et al.

Designed Programs

2021 - Continues

Data Informatics

Postgraduate

Koçyiğit A., Taşkaya Temizel T., Eren P. E., Günel Kılıç B.

Articles

2023

1. RAIDS: Robust autoencoder-based intrusion detection system model against adversarial attacks

Sarıkaya A., GÜNEL KILIÇ B., DEMİRCİ M.

Computers and Security , vol.135, 2023 (SCI-Expanded, Scopus)

2022

2. GRU-GBM: A combined intrusion detection model using LightGBM and gated recurrent unit

Sarikaya A., GÜNEL KILIÇ B., DEMİRCİ M.

EXPERT SYSTEMS , vol.39, no.9, 2022 (SCI-Expanded, Scopus)

2021

3. A Decision Support System for Optimal Selection of Enterprise Information Security Preventative Actions

Sonmez F. O., Günel Kiliç B.

IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT , vol.18, no.3, pp.3260-3279, 2021 (SCI-Expanded, Scopus)

2021

4. Application of binary PSO for public cloud resources allocation system of video on demand (VoD) services

Aygun B., GÜNEL KILIÇ B., ARICI N., COŞAR A., Tuncsiper B.

Applied Soft Computing , vol.99, 2021 (SCI-Expanded, Scopus)

2021

5. Reusable Security Requirements Repository Implementation Based on Application/System Components

Sonmez F. O., GÜNEL KILIÇ B.

IEEE ACCESS , vol.9, pp.165966-165988, 2021 (SCI-Expanded, Scopus)

2021

6. Holistic Web Application Security Visualization for Multi-Project and Multi-Phase Dynamic Application Security Test Results

Sonmez F. O., GÜNEL KILIÇ B.

IEEE ACCESS , vol.9, pp.25858-25884, 2021 (SCI-Expanded, Scopus)

2020

7. A Class-Specific Intrusion Detection Model: Hierarchical Multi-class IDS Model

Sarıkaya A., Günel Kiliç B.

SN Computer Science , vol.1, no.202, pp.1-11, 2020 (Peer-Reviewed Journal)

2016

8. Usability Comparison of Large Touchscreen Systems versus Desktop-Size and Mobile-Size Screen Systems

Pekin T. S., Işler V., Günel Kiliç B.

Journal of Naval Sciences and Engineering , vol.11, no.3, pp.14-26, 2016 (TRDizin)

2016

9. Evaluation of hearing loss simulation using a speech intelligibility index

ARIÖZ U., GÜNEL KILIÇ B.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.24, no.5, pp.4193-4207, 2016 (SCI-Expanded, Scopus, TRDizin)

2015

10. Optimization of Frequency Lowering Algorithms for Getting the Highest Speech Intelligibility Improvement by Hearing Loss Simulation

ARIÖZ U., GÜNEL KILIÇ B.

JOURNAL OF MEDICAL SYSTEMS , vol.39, no.6, 2015 (SCI-Expanded, Scopus)

2015

11. Modified Rhyme Test for Evaluating Turkish Speech Intelligibility

ARIÖZ U., GÜNEL KILIÇ B.

GAZI MEDICAL JOURNAL , vol.26, no.3, pp.75-81, 2015 (ESCI, Scopus, TRDizin)

2013

12. On the statistical distributions of active intensity directions

GÜNEL B.

JOURNAL OF SOUND AND VIBRATION , vol.332, no.20, pp.5207-5216, 2013 (SCI-Expanded, Scopus)

2011

13. Multichannel Audio Coding Based on Analysis by Synthesis

Elfitri I., GÜNEL B., AHMET K.

PROCEEDINGS OF THE IEEE , vol.99, no.4, pp.657-670, 2011 (SCI-Expanded, Scopus)

2010

14. Simulation of Directional Microphones in Digital Waveguide Mesh-Based Models of Room Acoustics

HACIHABİBOĞLU H., GÜNEL B., CVETKOVIC Z.

IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING , vol.18, no.2, pp.213-223, 2010 (SCI-Expanded, Scopus)

2008

15. Time-domain simulation of directive sources in 3-D digital waveguide mesh-based acoustical models

HACIHABİBOĞLU H., Gunel B., kondoz a.

IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING , vol.16, no.5, pp.934-946, 2008 (SCI-Expanded, Scopus)

2008

16. Acoustic source separation of convolutive mixtures based on intensity vector statistics

GÜNEL B., HACIHABİBOĞLU H., Kondoz A.

IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING , vol.16, no.4, pp.748-756, 2008 (SCI-Expanded, Scopus)

2008

17. Blind source separation and directional audio synthesis for binaural auralization of multiple sound sources using microphone array recordings

GÜNEL B., HACIHABİBOĞLU H., Kondoz A.

Proceedings of Meetings on Acoustics , vol.4, 2008 (Non Peer-Reviewed Journal)

2008

18. On the accuracy of first-order numerical derivatives in multidimensional digital waveguide mesh topologies

HACIHABİBOĞLU H., Gunel B., kondoz a.

IEEE SIGNAL PROCESSING LETTERS , vol.15, pp.9-12, 2008 (SCI-Expanded, Scopus)

2008

19. Comparison of Subjective and Objective Evaluation Methods for Audio Source Separation

Josef K., GÜNEL B., Ahmet K.

Proceedings of Meetings on Acoustics , vol.4, 2008 (Non Peer-Reviewed Journal)

2007

20. Analysis of root displacement interpolation method for tunable allpass fractional-delay filters

HACIHABİBOĞLU H., Guenel B., kondoz a.

IEEE TRANSACTIONS ON SIGNAL PROCESSING , vol.55, no.10, pp.4896-4906, 2007 (SCI-Expanded, Scopus)

2007

21. Wavelet packet based analysis of sound fields in rooms using coincident microphone arrays

Gunel B., HACIHABİBOĞLU H., kondoz a.

APPLIED ACOUSTICS , vol.68, no.7, pp.778-796, 2007 (SCI-Expanded, Scopus)

Papers Presented at Peer-Reviewed Scientific Conferences

2023

1. Keystroke Transcription from Acoustic Emanations Using Continuous Wavelet Transform

Ozkan A., Günel Kiliç B., Acartürk C.

5th International Conference on Machine Learning for Cyber Security, ML4CS 2023, Yanuca Island, Fiji, 4 - 06 December 2023, vol.14541 LNCS, pp.1-16, (Full Text)

2019

2. Qualitative and Quantitative Results of Enterprise Security Visualization Requirements Analysis Through Surveying

Özdemir Sönmez F. F., GÜNEL KILIÇ B.

10th International Conference on Information Visualization Theory and Applications (IVAPP), Prague, Czech Republic, 25 - 27 February 2019, (Full Text)

2019

3. Data Analytics without Borders: Multi-Layered Insights for Syrian Refugee Crisis

KILIÇ Ö. O., AKYOL M. A., ışık o., GÜNEL KILIÇ B., AYDINOĞLU A. U., SÜRER E., et al.

Data for Refugees Challenge Workshop, İstanbul, Turkey, 21 January 2019, pp.19-46, (Full Text)

2018

4. Evaluation of Security Information and Event Management Systems for Custom Security Visualization Generation

Sonmez F. O., GÜNEL KILIÇ B.

International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT), Ankara, Turkey, 3 - 04 December 2018, pp.38-44, (Full Text)

2018

5. Speech recognition on mobile devices in noisy environments

Yurtcan Y., Günel Kiliç B.

26th Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text)

2016

6. Investigation of Acoustic Source Localization algorithm performances for Gunshot Localization on helicopters

Yılmaz M., GÜNEL B.

2016 24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, (Summary Text)

2015

7. Usability comparison of large touchscreen sysems versus desktop size and mobile size screen systems

Sercan P., İŞLER V., GÜNEL B.

International conference on computer graphics, animation and gaming technologies, İstanbul, Turkey, 19 - 20 November 2015, (Full Text)

2014

8. MAXIMUM-LIKELIHOOD BASED 3D ACOUSTICAL SIGNATURE ESTIMATION

GÜNEL KILIÇ B.

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.786-789, (Full Text)

2014

9. A social network analysis of learning in corporate training context: Analyzing Sosyal 2.0 as a space for networked learning

Tufan D., Yildirim I. S., Günel Kiliç B.

9th International Conference on Networked Learning, Edinburgh, United Kingdom, 7 - 09 April 2014, pp.1-5, (Full Text)

2013

10. Linking Software Development Phase and Product Attributes With User Evaluation: A Case Study on Games

Bengür Ö., Günel Kiliç B.

International Conference on Advanced Information Technologies and Applications, Dubai, United Arab Emirates, 1 - 03 November 2013, pp.397-413, (Full Text)

2011

11. AVISION Audio and visual attention models applied to 2D and 3D audio-visual content

Just N., Laabs M., Unver E., Gunel B., Worrall S., Kondoz A.

2011 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2011, Nuremberg, Germany, 8 - 10 June 2011, (Full Text)

2010

12. Spatial synchronization of audiovisual objects by 3D audio object coding

Günel B., Ekmekcioglu E., Kondoz A. M.

2010 IEEE International Workshop on Multimedia Signal Processing, MMSP2010, Saint-Lo, France, 4 - 06 October 2010, pp.460-465, (Full Text)

2010

13. A scalable multi view audiovisual entertainment framework with content aware distribution

Ekmekçioğlu E., GÜNEL B., Dissanayake M., Worral S., Kondoz A.

International Conference on Image Processing, 26 - 29 September 2010, (Full Text)

2010

14. Performance of Closed Form Acoustic Scene Decomposition for Forensic Analysis

Günel Kiliç B., Nikopoulos G., Hacihabiboğlu H., Kondoz A.

AES 39th International Conference: Audio Forensics: Practices and Challenges, Hillerod, Denmark, 17 - 19 June 2010, (Full Text)

2009

15. Intensity vector direction exploitation for exhaustive blind source separation of convolutive mixtures

GÜNEL KILIÇ B., HACIHABİBOĞLU H., kondoz a.

2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Taipei, Taiwan, 19 - 24 April 2009, (Full Text)

2009

16. Robustness Comparison of Moving Convolutive Source Separation Techniques

Kornycky J., Guenel B., Kondoz A.

51st International Symposium ELMAR, Zadar, Croatia, 28 - 30 September 2009, pp.209-212, (Full Text)

2008

17. Comparison of subjective and objective evaluation methods for audio source separation

Kornycky J., Gunel B., Kondoz A.

7th European Conference on Noise Control 2008, EURONOISE 2008, Paris, France, 29 June - 04 July 2008, pp.3937-3942, (Full Text)

2008

18. Blind source separation and directional audio synthesis for binaural auralization of multiple sound sources using microphone array recordings

GÜNEL KILIÇ B., HACIHABİBOĞLU H., kondoz a.

ASA-EAA 2nd Joint Conference, 29 June - 04 July 2008, (Full Text)

2007

19. Source directivity simulation in digital waveguide mesh based room acoustics models

Hacihabiboğlu H., Günel Kiliç B., Kondoz A.

AES 30th International Conference on Intelligent Audio Environments, Rovaniemi, Finland, 15 - 17 March 2007, (Full Text)

2007

20. Plane wave decomposition with regularization using a single rotating microphone

Günel Kiliç B., Hacihabiboğlu H., Kondoz A.

AES 30th International Conference on Intelligent Audio Environments, Rovaniemi, Finland, 15 - 17 March 2007, (Full Text)

2006

21. Interpolated Allpass Fractional Delay Filters Using Root Displacement

HACIHABİBOĞLU H., GÜNEL KILIÇ B., kondoz a.

2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings, Toulouse, France, 14 - 19 May 2006, (Full Text)

2005

22. Sound field analysis using a compact pressure gradient array

GÜNEL KILIÇ B., HACIHABİBOĞLU H., kondoz a.

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2005., New Paltz, NY, USA, 16 - 19 October 2005, (Full Text)

2005

23. Head related transfer function filter interpolation by root displacement

HACIHABİBOĞLU H., GÜNEL KILIÇ B., kondoz a.

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2005., New Paltz, NY, USA, 16 - 19 October 2005, (Full Text)

2003

24. Loudspeaker localization using B-format recordings

Gunel B.

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New-York, United States Of America, 19 - 23 October 2003, pp.59-62, (Full Text)

2002

25. Room shape and size estimation using directional impulse response measurements

GÜNEL KILIÇ B.

Forum Acousticum, Sevilla, Spain, 16 - 20 September 2002, (Full Text)

2002

26. Wavelet based spectral smoothing for head-related transfer function filter design

Hacihabiboglu H., Gunel B., Murtagh F.

22nd International Congress of the Audio-Engineering-Society, Espoo, Finland, 15 - 17 June 2002, pp.131-136, (Full Text)

Books

2024

1. Keystroke Transcription from Acoustic Emanations Using Continuous Wavelet Transform

Özkan A., Günel Kiliç B., Acarturk C.

in: Machine Learning for Cyber Security, Dan Dongseong Kim,Chao Chen, Editor, Springer, London/Berlin , Singapore, pp.1-16, 2024

2022

2. Evaluation of Acoustic Gunshot Localization Methods on Helicopters with Environmental Sound Simulations

Yılmaz M., Günel Kiliç B.

in: Cybernetics Perspectives in Systems, Radek Silhavy, Editor, Springer, London/Berlin , London, pp.366-385, 2022

2019

3. The Use of Big Mobile Data to Gain Multilayered Insights for Syrian Refugee Crisis

Kılıç Ö. O., Akyol M. A., Işık O., Günel Kılıç B., Aydınoğlu A. U., Sürer E., et al.

in: Guide to Mobile Data Analytics in Refugee Scenarios , Salah A.,Pentland A.,Lepri B.,Letouzé E., Editor, Springer, London/Berlin , Zürich, pp.347-379, 2019

2019

4. Big Data Technologies–Supported Generic Visualization System in an Enterprise Cyber-Physical Environment

Özdemir Sönmez F. F., Günel Kılıç B.

in: Cybersecurity and Privacy in Cyber Physical Systems, Y. Maleh,M. Shojafar,A. Haqiq,A. Darwish, Editor, CRC, New York , New-York, pp.251-292, 2019

2018

5. Security Visualization Extended Review Issues, Classifications, Validation Methods, Trends, Extensions

Özdemir Sönmez F. F., Günel Kılıç B.

in: Security and Privacy Management, Techniques, and Protocols, Maleh,Yassine, Editor, Idea Group Publishing (IGP) , New-York, pp.152-197, 2018

2011

6. Sound source localization: Conventional methods and intensity vector direction exploitation

Günel Kılıç B., Hacıhabiboğlu H.

in: Machine Audition Principles Algorithms and Systems, Wenwu Weng, Editor, Idea Group Publishing (IGP) , New-York, pp.126-161, 2011

Funded Projects

2026 - 2031

EUMaster4HPC-2 European Master for High Performance Computing-2

Horizon Europe Project , Horizon Europe Project

Günel Kılıç B. (Executive)

2024 - 2028

Advanced Cloud and High-performance computing Education for a Valiant Europe

EU Supported Other Project

(Project Abstract)

Günel Kılıç B. (Executive), Topbaş A. E., Tunç M. V., Koçyiğit A., Özcan Top Ö., Akagündüz E., et al.

2025 - 2026

2028 - Ağlara Üyelik Desteği

TUBITAK Project , My support program is not listed (Old)

Günel Kılıç B. (Executive), Koçyiğit A., Özcan Top Ö., Akagündüz E., Eren P. E.

2023 - 2026

EuroCC2 - National Competence Centers in the Framework of EuroHPC Phase2

EU Supported Other Project

Toffoli H. (Executive), Günel Kiliç B. (Executive), Akagündüz E., Akbaş E., Dülger Ö., Karaca M., et al.

2022 - 2026

EUMaster4HPC - HPC European Consortium Leading Education Activities

H2020 Project , CSA Marie Skłodowska-Curie Coordination and Support Actions Project

Günel Kiliç B. (Executive)

2011 - 2022

Akıllı Ortamlarda İnsan Bilgisayaretkileşimi

Project Supported by Higher Education Institutions , BAP Other

GÜNEL KILIÇ B. (Executive)

2014 - 2017

IRIS-Towards Natural Interaction and Communication

FP7 Project , FP7 Project

Günel Kiliç B.

2010 - 2012

DIstribution Of Multi-view Entertainment using content aware DElivery Systems (DIOMEDES))

FP7 Project , FP7 Project

Günel Kiliç B.

2010 - 2010

Improving speech intelligibility using acoustic source separation with audio frequency

National Research Fund Supported Project , Research Councils of United Kingdom, RCUK

Günel Kiliç B.

2010 - 2010

Multimedia Scalable 3D for Europe (MUSCADE)

FP7 Project , FP7 Project

Günel Kiliç B.

2006 - 2009

Networked Audiovisual Media Technologies (VISNET II)

FP6 Project , FP6 Project

Günel Kiliç B.

Patent

2024