A Novel Audio Copy Move Forgery Detection Method With Classification of Graph-Based Representations.

Güzin Ulutas

Beste Ustubioglu Gul Tahaoglu Arda Ustubioglu Güzin Ulutas Muhammed Kiliç A Novel Audio Copy Move Forgery Detection Method With Classification of Graph-Based Representations. 22029-22054 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3535840 db/journals/access/access13.html#UstubiogluTUUK25 streams/journals/access

Tolgahan Gulsoy Elif Kanca Gulsoy Arda Ustubioglu Beste Ustubioglu Elif Baykal Kablan Selen Ayas Güzin Ulutas Gul Tahaoglu Mohamed Elhoseny Detecting audio splicing forgery: A noise-robust approach with Swin Transformer and cochleagram. 104130 2025 93 J. Inf. Secur. Appl. https://doi.org/10.1016/j.jisa.2025.104130 db/journals/istr/istr93.html#GulsoyGUUKAUTE25 streams/journals/istr

Beste Ustubioglu Gul Tahaoglu Arda Ustubioglu Güzin Ulutas Irene Amerini Muhammed Kiliç Multi Pattern Features-Based Spoofing Detection Mechanism Using One Class Learning. 117523-117540 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3447572 db/journals/access/access12.html#UstubiogluTUUAK24 streams/journals/access

Samet Dinçer Güzin Ulutas Beste Ustubioglu Gul Tahaoglu Nicolas Sklavos 0001 Golden ratio based deep fake video detection system with fusion of capsule networks. 109234 2024 117 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2024.109234 https://www.wikidata.org/entity/Q127175563 db/journals/cee/cee117.html#DincerUUTS24 streams/journals/cee

Eda Sena Erdol Beste Ustubioglu Hakan Erdol Güzin Ulutas Low dimensional secure federated learning framework against poisoning attacks. 183-199 2024 158 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2024.04.017 db/journals/fgcs/fgcs158.html#ErdolUEU24 streams/journals/fgcs

Seyma Yücel Altay Güzin Ulutas Biometric watermarking schemes based on QR decomposition and Schur decomposition in the RIDWT domain. 2783-2798 2024 April 18 Signal Image Video Process. 3 https://doi.org/10.1007/s11760-023-02949-6 db/journals/sivp/sivp18.html#AltayU24

Beste Ustubioglu Gul Tahaoglu Güzin Ulutas Arda Ustubioglu Muhammed Kiliç Audio forgery detection and localization with super-resolution spectrogram and keypoint-based clustering approach. 486-518 2024 January 80 J. Supercomput. 1 https://doi.org/10.1007/s11227-023-05504-9 db/journals/tjs/tjs80.html#UstubiogluTUUK24

Eda Sena Erdöl Hakan Erdol Beste Üstübioglu Fatma Zehra Solak Güzin Ulutas Impactful Neuron-based Secure Federated Learning. 1-4 2024 SIU https://doi.org/10.1109/SIU61531.2024.10600747 conf/siu/2024 db/conf/siu/siu2024.html#ErdolEUSU24 Ali Hatipoglu Beste Üstübioglu Arda Üstübioglu Güzin Ulutas Detecting Audio Forgery with Rasta -PLP. 1-4 2024 SIU https://doi.org/10.1109/SIU61531.2024.10601048 conf/siu/2024 db/conf/siu/siu2024.html#HatipogluUUU24 Muhammed Kiliç Gül Tahaoglu Beste Üstübioglu Arda Üstübioglu Güzin Ulutas Copy-Move Audio Forgery Detection with Instantaneous Frequency. 1-4 2024 SIU https://doi.org/10.1109/SIU61531.2024.10600890 conf/siu/2024 db/conf/siu/siu2024.html#KilicTUUU24 Fatma Zehra Solak Beste Üstübioglu Eda Sena Erdöl Güzin Ulutas Yazilim Mühendisligi Bilgisayar Mühendisligi Federated Learning Resistant to Byzantine Attacks with Quantil-Based Statistical Propagation. 1-4 2024 SIU https://doi.org/10.1109/SIU61531.2024.10600786 conf/siu/2024 db/conf/siu/siu2024.html#SolakUEUMM24 Beste Ustubioglu Gul Tahaoglu Gulsen Ozcamkan Ayaz Arda Ustubioglu Güzin Ulutas Mevhibe Cosar Erdal Kiliç Muhammed Kiliç KTUCengAudioForgerySet: A new Audio Copy-Move Forgery Dataset. 123-129 2024 TSP https://doi.org/10.1109/TSP63128.2024.10605983 conf/tsp/2024 db/conf/tsp/tsp2024.html#UstubiogluTAUUC24 Beste Ustubioglu Samet Dinçer Arda Ustubioglu Güzin Ulutas ArCapsNet for Audio Splicing Forgery Detection. 298-301 2024 TSP https://doi.org/10.1109/TSP63128.2024.10605934 conf/tsp/2024 db/conf/tsp/tsp2024.html#UstubiogluDUU24

Beste Ustubioglu Gul Tahaoglu Güzin Ulutas Detection of audio copy-move-forgery with novel feature matching on Mel spectrogram. 118963 2023 213 Expert Syst. Appl. Part https://doi.org/10.1016/j.eswa.2022.118963 db/journals/eswa/eswa213.html#UstubiogluTU23

Isilay Bozkurt Güzin Ulutas Detection and localization of frame duplication using binary image template. 31001-31034 2023 82 Multim. Tools Appl. 20 https://doi.org/10.1007/s11042-023-14602-y db/journals/mta/mta82.html#BozkurtU23

Arda Ustubioglu Beste Ustubioglu Güzin Ulutas Mel spectrogram-based audio forgery detection using CNN. 2211-2219 2023 July 17 Signal Image Video Process. 5 https://doi.org/10.1007/s11760-022-02436-4 db/journals/sivp/sivp17.html#UstubiogluUU23

Esra Odabas Yildirim Gul Tahaoglu Güzin Ulutas Beste Ustubioglu Vasif V. Nabiyev Color Image Splicing Localization Based on Block Classification Using Transition Probability Matrix. 1893-1919 2023 April 129 Wirel. Pers. Commun. 3 https://doi.org/10.1007/s11277-023-10216-7 db/journals/wpc/wpc129.html#YildirimTUUN23

Gul Tahaoglu Beste Ustubioglu Güzin Ulutas Mustafa Ulutas Vasif V. Nabiyev Robust Copy-Move Forgery Detection Technique Against Image Degradation and Geometric Distortion Attacks. 2919-2947 2023 131 Wirel. Pers. Commun. 4 https://doi.org/10.1007/s11277-023-10589-9 db/journals/wpc/wpc131.html#TahaogluUUUN23

Samet Dinçer Beste Üstübioglu Gül Tahaoglu Güzin Ulutas Deep Fake Video Detection Based on Enhanced Capsule Network with Golden Ratio. 1-4 2023 SIU https://doi.org/10.1109/SIU59756.2023.10224003 conf/siu/2023 db/conf/siu/siu2023.html#DincerUTU23 Güzin Ulutas Gul Tahaoglu Beste Ustubioglu Deepfake audio detection with vision transformer based method. 244-247 2023 TSP https://doi.org/10.1109/TSP59544.2023.10197715 conf/tsp/2023 db/conf/tsp/tsp2023.html#UlutasTU23

Gul Tahaoglu Güzin Ulutas Beste Ustubioglu Mustafa Ulutas Vasif V. Nabiyev Ciratefi based copy move forgery detection on digital images. 22867-22902 2022 81 Multim. Tools Appl. 16 https://doi.org/10.1007/s11042-021-11503-w db/journals/mta/mta81.html#TahaogluUUUN22

Beste Ustubioglu Büsranur Küçükugurlu Güzin Ulutas Robust copy-move detection in digital audio forensics based on pitch and modified discrete cosine transform. 27149-27185 2022 81 Multim. Tools Appl. 19 https://doi.org/10.1007/s11042-022-13035-3 db/journals/mta/mta81.html#UstubiogluKU22

Güzin Ulutas Arda Ustubioglu Beste Ustubioglu Gul Tahaoglu Localization of Forgery on Audio Clips Using GLCM Features and Mel Spectograms. 314-317 2022 TSP https://doi.org/10.1109/TSP55681.2022.9851294 conf/tsp/2022 db/conf/tsp/tsp2022.html#UlutasUUT22 Güzin Ulutas Gul Tahaoglu Beste Ustubioglu Forge Audio Detection Using Keypoint Features on Mel Spectrograms. 413-416 2022 TSP https://doi.org/10.1109/TSP55681.2022.9851327 conf/tsp/2022 db/conf/tsp/tsp2022.html#UlutasTU22

Emre Gürbüz Güzin Ulutas Mustafa Ulutas Source-destination discrimination on copy-move forgeries. 12831-12842 2021 80 Multim. Tools Appl. 8 https://doi.org/10.1007/s11042-020-10436-0 https://www.wikidata.org/entity/Q122961102 db/journals/mta/mta80.html#GurbuzUU21

Güzin Ulutas Beste Ustubioglu Underwater image enhancement using contrast limited adaptive histogram equalization and layered difference representation. 15067-15091 2021 80 Multim. Tools Appl. 10 https://doi.org/10.1007/s11042-020-10426-2 db/journals/mta/mta80.html#UlutasU21

Gul Tahaoglu Güzin Ulutas Beste Ustubioglu Vasif V. Nabiyev Improved copy move forgery detection method via L*a*b* color space and enhanced localization technique. 23419-23456 2021 80 Multim. Tools Appl. 15 https://doi.org/10.1007/s11042-020-10241-9 db/journals/mta/mta80.html#TahaogluUUN21

Seyma Yücel Altay Güzin Ulutas Self-adaptive step firefly algorithm based robust watermarking method in DWT-SVD domain. 23457-23484 2021 80 Multim. Tools Appl. 15 https://doi.org/10.1007/s11042-020-10251-7 db/journals/mta/mta80.html#AltayU21

Gul Tahaoglu Güzin Ulutas Beste Ustubioglu A new approach for localization of copy-move forgery in digital images. 183-186 2021 TSP https://doi.org/10.1109/TSP52935.2021.9522680 conf/tsp/2021 db/conf/tsp/tsp2021.html#TahaogluUU21 Seyma Yücel Altay Güzin Ulutas DWT-QR based blind image watermarking method using firefly algorithm. 1-4 2020 SIU https://doi.org/10.1109/SIU49456.2020.9302216 conf/siu/2020 db/conf/siu/siu2020.html#AltayU20 Isilay Bozkurt Güzin Ulutas The Localization of Deleted Frames in the Forged Videos. 1-4 2020 SIU https://doi.org/10.1109/SIU49456.2020.9302081 conf/siu/2020 db/conf/siu/siu2020.html#BozkurtU20 Gul Muzaffer Güzin Ulutas Beste Ustubioglu Copy Move Forgery Detection with Quadtree Decomposition Segmentation. 208-211 2020 TSP https://doi.org/10.1109/TSP49548.2020.9163516 conf/tsp/2020 db/conf/tsp/tsp2020.html#MuzafferUU20 Büsranur Küçükugurlu Beste Ustubioglu Güzin Ulutas Duplicated Audio Segment Detection with Local Binary Pattern. 350-353 2020 TSP https://doi.org/10.1109/TSP49548.2020.9163568 conf/tsp/2020 db/conf/tsp/tsp2020.html#KucukugurluUU20

Esra Odabas Yildirim Güzin Ulutas Augmented features to detect image splicing on SWT domain. 81-93 2019 131 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2019.04.036 db/journals/eswa/eswa131.html#YildirimU19

Arda Ustubioglu Güzin Ulutas Beste Ustubioglu IWT-MDE based reversible thermal image watermarking enhanced with secret sharing mechanism. 22269-22299 2019 78 Multim. Tools Appl. 16 https://doi.org/10.1007/s11042-019-7529-0 https://www.wikidata.org/entity/Q128050775 db/journals/mta/mta78.html#UstubiogluUU19

Emre Gürbüz Güzin Ulutas Mustafa Ulutas Detection of Free-Form Copy-Move Forgery on Digital Images. 8124521:1-8124521:14 2019 2019 Secur. Commun. Networks https://doi.org/10.1155/2019/8124521 https://www.wikidata.org/entity/Q114975601 db/journals/scn/scn2019.html#GurbuzUU19

Güzin Ulutas Beste Ustubioglu Mustafa Ulutas Vasif V. Nabiyev Frame duplication detection based on BoW model. 549-567 2018 24 Multim. Syst. 5 https://doi.org/10.1007/s00530-017-0581-6 db/journals/mms/mms24.html#UlutasUUN18

Yildiz Aydin Gul Muzaffer Güzin Ulutas Detection of copy move forgery technique based on SIFT and SURF. 1-4 2018 SIU https://doi.org/10.1109/SIU.2018.8404609 conf/siu/2018 db/conf/siu/siu2018.html#AydinMU18 Gul Muzaffer Eda Sena Erdol Güzin Ulutas A copy-move forgery detection approach based on local intensity order pattern and patchmatch. 1-4 2018 SIU https://doi.org/10.1109/SIU.2018.8404602 conf/siu/2018 db/conf/siu/siu2018.html#MuzafferEU18 Beste Ustubioglu Güzin Ulutas Vasif V. Nabiyev Mustafa Ulutas Arda Ustubioglu Using correlation matrix to detect frame duplication forgery in videos. 1-4 2018 SIU https://doi.org/10.1109/SIU.2018.8404364 conf/siu/2018 db/conf/siu/siu2018.html#UstubiogluUNUU18 Arda Ustubioglu Güzin Ulutas Beste Ustubioglu Watermarking medical images with IDWT-FWHT. 1-4 2018 SIU https://doi.org/10.1109/SIU.2018.8404511 conf/siu/2018 db/conf/siu/siu2018.html#UstubiogluUU18 Esra Odabas Yildirim Güzin Ulutas Image splicing detection with dwt domain extended Markov features. 1-4 2018 SIU https://doi.org/10.1109/SIU.2018.8404325 conf/siu/2018 db/conf/siu/siu2018.html#YildirimU18

Isilay Bozkurt Mustafa Hakan Bozkurt Güzin Ulutas A new video forgery detection approach based on forgery line. 4558-4574 2017 25 Turkish J. Electr. Eng. Comput. Sci. https://doi.org/10.3906/elk-1703-125 db/journals/elektrik/elektrik25.html#BozkurtBU17

Güzin Ulutas Beste Ustubioglu Mustafa Ulutas Vasif V. Nabiyev Frame duplication/mirroring detection method with binary features. 333-342 2017 11 IET Image Process. 5 https://doi.org/10.1049/iet-ipr.2016.0321 db/journals/iet-ipr/iet-ipr11.html#UlutasUUN17

Arda Ustubioglu Güzin Ulutas A New Medical Image Watermarking Technique with Finer Tamper Localization. 665-680 2017 30 J. Digit. Imaging 6 https://doi.org/10.1007/s10278-017-9960-y https://www.wikidata.org/entity/Q50986961 db/journals/jdi/jdi30.html#UstubiogluU17

Güzin Ulutas Arda Ustubioglu Beste Ustubioglu Vasif V. Nabiyev Mustafa Ulutas Medical Image Tamper Detection Based on Passive Image Authentication. 695-709 2017 30 J. Digit. Imaging 6 https://doi.org/10.1007/s10278-017-9961-x https://www.wikidata.org/entity/Q50883215 db/journals/jdi/jdi30.html#UlutasUUNU17

Ilknur Kayikçioglu Güzin Ulutas Temel Kayikçioglu Time-frequency analysis based detection of ECG ST segment change using large feature set. 1-4 2017 SIU https://doi.org/10.1109/SIU.2017.7960408 conf/siu/2017 db/conf/siu/siu2017.html#KayikciogluUK17 Beste Ustubioglu Güzin Ulutas Vasif V. Nabiyev Mustafa Ulutas Arda Ustubioglu A fast detection method for frame duplication forgery based on correlation. 1-4 2017 SIU https://doi.org/10.1109/SIU.2017.7960530 conf/siu/2017 db/conf/siu/siu2017.html#UstubiogluUNUU17 Arda Ustubioglu Güzin Ulutas Beste Ustubioglu Tamper localization of the medical images based on fragile watermarking. 1-4 2017 SIU https://doi.org/10.1109/SIU.2017.7960481 conf/siu/2017 db/conf/siu/siu2017.html#UstubiogluUU17 Gul Muzaffer Güzin Ulutas A fast and effective digital image copy move forgery detection with binarized SIFT. 595-598 2017 TSP https://doi.org/10.1109/TSP.2017.8076056 conf/tsp/2017 db/conf/tsp/tsp2017.html#MuzafferU17 Yasin Sahin Güzin Ulutas Mustafa Bilgehan Imamoglu An effective database watermarking method based on histogram of pairs. 353-356 2016 SIU https://doi.org/10.1109/SIU.2016.7495750 conf/siu/2016 db/conf/siu/siu2016.html#SahinUI16 Samet Aymaz Seyma Aymaz Güzin Ulutas Detection of copy move forgery using Legendre Moments. 1125-1128 2016 SIU https://doi.org/10.1109/SIU.2016.7495942 conf/siu/2016 db/conf/siu/siu2016.html#AymazAU16 Elif Baykal Beste Ustubioglu Güzin Ulutas Image forgery detection based on SIFT and k-means++. 474-477 2016 TSP https://doi.org/10.1109/TSP.2016.7760924 conf/tsp/2016 db/conf/tsp/tsp2016.html#BaykalUU16 Beste Ustubioglu Güzin Ulutas Mustafa Ulutas Vasif V. Nabiyev Arda Ustubioglu LBP-DCT Based Copy Move Forgery Detection Algorithm. 127-136 2015 ISCIS https://doi.org/10.1007/978-3-319-22635-4_11 conf/iscis/2015 db/conf/iscis/iscis2015.html#UstubiogluUUNU15 Beste Ustubioglu Güzin Ulutas Vasif V. Nabiyev Mustafa Ulutas Image forgery detection based on energy probability. 919-922 2015 SIU https://doi.org/10.1109/SIU.2015.7129980 conf/siu/2015 db/conf/siu/siu2015.html#UstubiogluUNU15 Arda Ustubioglu Güzin Ulutas Mustafa Ulutas A new watermark algorithm resistance to geometric transformations. 1525-1528 2015 SIU https://doi.org/10.1109/SIU.2015.7130136 conf/siu/2015 db/conf/siu/siu2015.html#UstubiogluUU15 Beste Ustubioglu Selen Ayas Hulya Dogan Güzin Ulutas Image forgery detection based on Colour SIFT. 1741-1744 2015 SIU https://doi.org/10.1109/SIU.2015.7130189 conf/siu/2015 db/conf/siu/siu2015.html#UstubiogluADU15 Mustafa Bilgehan Imamoglu Mustafa Ulutas Güzin Ulutas A watermarking technique for relational databases based on partitioning. 2094-2097 2015 SIU https://doi.org/10.1109/SIU.2015.7130283 conf/siu/2015 db/conf/siu/siu2015.html#ImamogluUU15 Salih Turk Ozkan Bingol Güzin Ulutas Detection of copy-move forgery using DoGCode. 2366-2369 2015 SIU https://doi.org/10.1109/SIU.2015.7130356 conf/siu/2015 db/conf/siu/siu2015.html#TurkBU15 Beste Ustubioglu Vasif V. Nabiyev Güzin Ulutas Mustafa Ulutas Image forgery detection using colour moments. 540-544 2015 TSP https://doi.org/10.1109/TSP.2015.7296321 conf/tsp/2015 db/conf/tsp/tsp2015.html#UstubiogluNUU15 Arda Ustubioglu Güzin Ulutas Mustafa Ulutas DCT based image watermarking method with dynamic gain. 550-554 2015 TSP https://doi.org/10.1109/TSP.2015.7296323 conf/tsp/2015 db/conf/tsp/tsp2015.html#UstubiogluUU15 Seniha Ketenci Güzin Ulutas Mustafa Ulutas Detection of duplicated regions in images using 1D-Fourier transform. 171-174 2014 IWSSIP https://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=6837658 conf/iwssip/2014 db/conf/iwssip/iwssip2014.html#KetenciUU14 Seniha Ketenci Güzin Ulutas Replication regions detection in images based on frequency analysis of blocks. 461-464 2014 SIU https://doi.org/10.1109/SIU.2014.6830265 conf/siu/2014 db/conf/siu/siu2014.html#KetenciU14 Beste Gencturk Vasif V. Nabiyev Güzin Ulutas Mustafa Ulutas A hybrid image authentication method robust to JPEG attacks. 1596-1599 2014 SIU https://doi.org/10.1109/SIU.2014.6830549 conf/siu/2014 db/conf/siu/siu2014.html#GencturkNUU14

Mustafa Ulutas Güzin Ulutas Vasif V. Nabiyev Invertible secret image sharing for gray level and dithered cover images. 485-500 2013 86 J. Syst. Softw. 2 https://doi.org/10.1016/j.jss.2012.09.027 db/journals/jss/jss86.html#UlutasUN13

Güzin Ulutas Mustafa Ulutas Vasif V. Nabiyev Secret image sharing scheme with adaptive authentication strength. 283-291 2013 34 Pattern Recognit. Lett. 3 https://doi.org/10.1016/j.patrec.2012.10.017 db/journals/prl/prl34.html#UlutasUN13

Güzin Ulutas Mustafa Ulutas Vasif V. Nabiyev Copy move forgery detection based on LBP. 1-4 2013 SIU https://doi.org/10.1109/SIU.2013.6531569 conf/siu/2013 db/conf/siu/siu2013.html#UlutasUN13 Seniha Ketenci Güzin Ulutas Copy-move forgery detection in images via 2D-Fourier Transform. 813-816 2013 TSP https://doi.org/10.1109/TSP.2013.6614051 conf/tsp/2013 db/conf/tsp/tsp2013.html#KetenciU13 Güzin Ulutas Gizli görüntü paylaşım şemalarının iyileştirilmesi ve geometri tabanlı yeni bir yöntemin tasarımı (Improvements in secret image sharing schemes and the design of a new geometry based technique) Karadeniz Technical University, Turkey 2012 https://tez.yok.gov.tr/UlusalTezMerkezi/tezDetay.jsp?id=FFVB6cbR09jlbsbl7BOOag&no=peM61Zw5NzFk0KZfKv_bsA Güzin Ulutas Mustafa Ulutas Vasif V. Nabiyev A new casccaded secret image sharing scheme. 1-4 2012 SIU https://doi.org/10.1109/SIU.2012.6204546 conf/siu/2012 db/conf/siu/siu2012.html#UlutasUN12

Mustafa Ulutas Güzin Ulutas Vasif V. Nabiyev Medical image security and EPR hiding using Shamir's secret sharing scheme. 341-353 2011 84 J. Syst. Softw. 3 https://doi.org/10.1016/j.jss.2010.11.928 https://www.wikidata.org/entity/Q27996630 db/journals/jss/jss84.html#UlutasUN11

Güzin Ulutas Mustafa Ulutas Vasif V. Nabiyev Improved Secret Image Sharing Method By Encoding Shared Values With Authentication Bits. 331-335 2011 ISCIS https://doi.org/10.1007/978-1-4471-2155-8_42 conf/iscis/2011 db/conf/iscis/iscis2011.html#UlutasUN11 Güzin Ulutas Mustafa Ulutas Vasif V. Nabiyev Distortion free geometry based secret image sharing. 721-726 2011 conf/wcit/2010 WCIT https://doi.org/10.1016/j.procs.2010.12.119 db/journals/procedia/procedia3.html#UlutasUN11 Güzin Ulutas Vasif V. Nabiyev Mustafa Ulutas Polynomial approach in a secret image sharing using quadratic residue. 586-591 2009 ISCIS https://doi.org/10.1109/ISCIS.2009.5291886 conf/iscis/2009 db/conf/iscis/iscis2009.html#UlutasNU09 Seyma Yücel Altay Irene Amerini Selen Ayas Gulsen Ozcamkan Ayaz Yildiz Aydin Samet Aymaz Seyma Aymaz Elif BaykalElif Baykal Kablan Ozkan Bingol Isilay Bozkurt Mustafa Hakan Bozkurt Mevhibe Cosar Samet Dinçer Hulya Dogan Mohamed Elhoseny Eda Sena ErdolEda Sena Erdöl Hakan Erdol Beste Gencturk Tolgahan Gulsoy Emre Gürbüz Ali Hatipoglu Mustafa Bilgehan Imamoglu Elif KancaElif Kanca Gulsoy Ilknur Kayikçioglu Temel Kayikçioglu Seniha Ketenci Erdal Kiliç Muhammed Kiliç Büsranur Küçükugurlu Bilgisayar Mühendisligi Yazilim Mühendisligi Gul Muzaffer Vasif V. Nabiyev Yasin Sahin Nicolas Sklavos 0001 Fatma Zehra Solak Gul TahaogluGül Tahaoglu Salih Turk Mustafa Ulutas Arda ÜstübiogluArda Ustubioglu Beste UstubiogluBeste Üstübioglu Esra Odabas Yildirim