Education
2001 - 2004
2001 - 2004Doctorate
The Queen''s University of Belfast, Electronics, Electrical Engineering and Computer Science, United Kingdom
2000 - 2001
2000 - 2001Postgraduate
University of Bristol, Electrical And Electronic Engineering, United Kingdom
1995 - 2000
1995 - 2000Undergraduate
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
2022 - ContinuesProfessor
Middle East Technical University, Graduate School of Informatics, Information Systems
2014 - 2022
2014 - 2022Associate Professor
Middle East Technical University, Graduate School of Informatics, Information Systems
2010 - 2014
2010 - 2014Assistant Professor
Middle East Technical University, Graduate School of Informatics, Information Systems
2004 - 2010
2004 - 2010Researcher
University of Surrey, Engineering And Physical Science, Electrical And Electronic Engineering
Managerial Experience
2022 - Continues
2022 - ContinuesDirector of The Institution
Middle East Technical University, Graduate School of Informatics, Information Systems
2016 - 2022
2016 - 2022Assistant Director of the Institute
Middle East Technical University, Graduate School of Informatics, Information Systems
Non Academic Experience
2004 - 2010
2004 - 2010Senior Research Associate
University of Surrey, Senior Research Associate
Supervised Theses
2024
2024Doctorate
A robust machine learning based ids design against adversarial attacks in sdn
Günel Kılıç B.
A.SARIKAYA(Student)
2024
2024Postgraduate
Using topological features of microservice call graphs to predict the response time variation
Günel Kılıç B.
B.FINDIK(Student)
2024
2024Postgraduate
Examination of institutional investor network patterns in context of major crashes in us stock markets
Günel Kılıç B. (Advisor)
E.DEMİREL(Student)
2023
2023Doctorate
Wavelet-based adaptive array signal processing for gunshot detection and DOA estimation on unmanned air vehicles
Günel Kılıç B. (Advisor)
M.YILMAZ(Student)
2023
2023Doctorate
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
2023Postgraduate
Assessment for identifying skills gaps in high performance computing related higher education programs by using NLP
Günel Kılıç B. (Advisor)
G.KARGIN(Student)
2022
2022Postgraduate
Augmenting a Turkish dataset for spam filtering using natural language processing techniques
GÜNEL KILIÇ B. (Advisor)
A.AKSOY(Student)
2022
2022Postgraduate
Keystroke transcription from acoustic emanations using continuous wavelet transform
GÜNEL KILIÇ B. (Advisor)
A.ÖZKAN(Student)
2022
2022Postgraduate
Human presence detection in emergency situations using deep learning based audio-visual systems
GÜNEL KILIÇ B., BOZŞAHİN H. C. (Advisor)
İ.GENECİ(Student)
2019
2019Postgraduate
PERFORMANCE EVALUATION OF REAL-TIME NOISY SPEECH RECOGNITION FOR MOBILE DEVICES
GÜNEL KILIÇ B. (Advisor)
Y.YURTCAN(Student)
2019
2019Postgraduate
It security and privacy guidance tool for iot designs and products
GÜNEL KILIÇ B. (Advisor)
M.Erhan(Student)
2019
2019Postgraduate
Social network analysis of malicious websites for detection and characterization
GÜNEL KILIÇ B. (Advisor)
M.Aldemir(Student)
2019
2019Doctorate
Security visualization infrastructures, techniques, and methodologies for improved enterprise security
GÜNEL KILIÇ B. (Advisor)
F.Ferd(Student)
2018
2018Postgraduate
ANOMALY-BASED CYBER INTRUSION DETECTION SYSTEM WITH ENSEMBLE CLASSIFIER
GÜNEL KILIÇ B. (Advisor)
A.SARIKAYA(Student)
2018
2018Doctorate
APPLICATION OF PARTICLE SWARM OPTIMIZATION ALGORITHM IN ALLOCATING CLOUD RESOURCES FOR VIDEO ON DEMAND
GÜNEL KILIÇ B. (Co-Advisor), COŞAR A. (Co-Advisor)
B.AYGÜN(Student)
2017
2017Doctorate
Guidelines and principles for efficient interaction on large touchscreens with collaborative usage
GÜNEL KILIÇ B. (Advisor)
T.SERCAN(Student)
2016
2016Doctorate
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
2016Postgraduate
A comprehensive simulation of factors that affect performance of array based acoustic gunshot localization on helicopters
GÜNEL KILIÇ B. (Advisor)
M.YILMAZ(Student)
2015
2015Postgraduate
An information security framework for web services in enterprise networks
GÜNEL KILIÇ B. (Advisor)
B.GÖKHAN(Student)
2015
2015Postgraduate
Influence of networks on systemic risk within banking system of Turkey
GÜNEL KILIÇ B. (Advisor)
Ö.ÖZDEMİR(Student)
Designed Lessons
Postgraduate
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.
Journal articles indexed in SCI, SSCI, and AHCI
2023
2023RAIDS: 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)
2022
2022GRU-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)
2021
2021A 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)
2021
2021Application 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)
2021
2021Reusable 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)
2021
2021Holistic 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)
2016
2016Evaluation 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)
2015
2015Optimization 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)
2013
2013On the statistical distributions of active intensity directions
GÜNEL B.
JOURNAL OF SOUND AND VIBRATION
, vol.332, no.20, pp.5207-5216, 2013 (SCI-Expanded)
2011
2011Multichannel 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)
2010
2010Simulation 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)
2008
2008Time-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)
2008
2008Acoustic 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)
2008
2008On 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)
2007
2007Analysis 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)
2007
2007Wavelet 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)
Articles Published in Other Journals
2020
2020A 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
2016Usability 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 (Peer-Reviewed Journal)
2015
2015Modified Rhyme Test for Evaluating Turkish Speech Intelligibility
ARIÖZ U., GÜNEL KILIÇ B.
GAZI MEDICAL JOURNAL
, vol.26, no.3, pp.75-81, 2015 (ESCI)
2008
2008Blind 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
2008Comparison 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)
Papers Presented at Peer-Reviewed Scientific Conferences
2019
2019Qualitative 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
2019Data 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
2018
2018Evaluation 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
2018
2018Speech 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
2016
2016Investigation 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
2014
2014MAXIMUM-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
2014
2014A 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
2013
2013Linking 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
2011
2011AVISION 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
2010
2010Spatial 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
2010A 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
2010
2010Performance 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
2009Intensity 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
2009
2009Robustness 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
2008
2008Comparison 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
2008
2008Blind 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
2007
2007Source 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
2007
2007Plane 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
2006Interpolated 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
2005
2005Sound 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
2005Head 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
2003
2003Loudspeaker 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
2002
2002Room shape and size estimation using directional impulse response measurements
GÜNEL KILIÇ B.
Forum Acousticum, Sevilla, Spain, 16 - 20 September 2002
2002
2002Wavelet 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
Books
2024
2024Keystroke 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
2022Evaluation 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
2019The 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
2019Big 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
2018Security 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
2011Sound 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
2023 - 2026
2023 - 2026EuroCC2 - 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 - 2025
2022 - 2025EUMaster4HPC - HPC European Consortium Leading Education Activities
H2020 Project
Günel Kiliç B. (Executive), Eren P. E.
2014 - 2017
2014 - 2017IRIS-Towards Natural Interaction and Communication
FP7 Project
Günel Kiliç B.
2010 - 2012
2010 - 2012DIstribution Of Multi-view Entertainment using content aware DElivery Systems (DIOMEDES))
FP7 Project
Günel Kiliç B.
2010 - 2010
2010 - 2010Improving speech intelligibility using acoustic source separation with audio frequency
National Research Fund Supported Project
Günel Kiliç B.
2006 - 2009
2006 - 2009