Dual-Layered Approach for Malicious Domain Detection
2024 9th International Conference on Computer Science and Engineering (UBMK), Antalya/TÜRKİYE, 26 Ekim 2024, s. 1-6, ISSN: 2521-1641
DOĞAN NADİDE BİLGE,BAYDEMİR ALP BARIŞ,BAHTİYAR ŞERİF,DOĞAN UMUTCAN
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GPS Spoofing Detection on Autonomous Vehicles with XGBoost
2024 9th International Conference on Computer Science and Engineering (UBMK), Antalya/TÜRKİYE, 26 Ekim 2024, s. 500-505, ISSN: 2521-1641
İŞLEYEN EMRE,BAHTİYAR ŞERİF
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A multi-dimensional machine learning approach to predict advanced malware
Computer Networks, Vol. 160, Eylül 2019, s. 118-129, ISSN: 1389-1286
BAHTİYAR ŞERİF,YAMAN MEHMET BARIŞ,ALTINİĞNE CAN YILMAZ
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A deep learning method for fraud detection in financial systems
Proceedings of the 12th Conference on Security and Privacy in Wireless and Mobile Networks - WiSec ’xx19, Miami, Florida/AMERİKA BİRLEŞİK DEVLETLERİ, 15 Mayıs 2019, s. 298-299
ÖĞREK MAHMUT,ÖĞREK EYÜP,BAHTİYAR ŞERİF
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A Survey on Malware Detection with Deep Learning
SIN 2020: 13th International Conference on Security of Information and Networks, İstanbul/TÜRKİYE, Vol. 34, 4 Kasım 2020, s. 1-6
ŞAHİN MUHAMMET, BAHTİYAR ŞERİF
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Data poisoning attacks against machine learning algorithms
Elsevier BV, Vol. 208, Aralık 2022, s. 1-20, ISSN: 0957-4174
YERLİKAYA FAHRİ ANIL, BAHTİYAR ŞERİF
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A Suvey on Malwre Detection and Classification Using Machine Learning
International Congress on Engineering and, Alanya/TÜRKİYE, 14 Kasım 2018, s. 1111-1120
BAHTİYAR ŞERİF,ŞAHİN MUHAMMET
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Machine Learning based Side Channel Selection for Time-Driven Cache Attacks on AES
2019 4th International Conference on Computer Science and Engineering (UBMK), Samsun/TÜRKİYE, 11 Eylül 2019, s. 564-568
SÖNMEZ BURCU,SARIKAYA AHMET ALİ,BAHTİYAR ŞERİF
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Clustering AirBnB Listings in Istanbul Using Unsupervised Machine Learning Techniques
INFUS 2023: Intelligent and Fuzzy Systems, İstanbul/TÜRKİYE, Vol. 759, 22 Ağustos 2023, s. 197-205
ÖZÇİNİ MEHMET ATA, YILMAZ TUNA, KAYA TOLGA
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Spot Welding Parameter Tuning for Weld Defect Prevention in Automotive Production Lines: An ML-Based Approach
INFORMATION, Vol. 14, No. 1, Ocak 2023, s. 25, ISSN: 2078-2489
YÜCEL ERTUĞRUL, BAYIR MUSA, KAYA TOLGA, YILDIRIM NİHAN
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A Supervised Learning Approach to Store Choice Behavior Modeling Using Consumer Panel Metrics
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, Vol. 505, 19 Temmuz 2022
SOBHANİ MOZHGAN, KAYA TOLGA
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National Basketball Association Player Salary Prediction Using Supervised Machine Learning Methods
International Conference on Intelligent and Fuzzy Systems, INFUS 2021, İzmir/TÜRKİYE, Vol. 307, 24 Ağustos 2021, s. 189-196
OZBALTA EMIRHAN, YAVUZ MUCAHIT, KAYA TOLGA
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A Hybrid Machine Learning Model to Detect Reflected XSS Attack
Balkan Journal of Electrical and Computer Engineering, Vol. 9, No. 3, Temmuz 2021, s. 235-241, ISSN: 2147-284X
BUZ BERAAT, GÜLÇİÇEK BERKE, BAHTİYAR ŞERİF
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A New Method to Detect Malicious DNS over HTTPS via Feature Reduction
2024 9th International Conference on Computer Science and Engineering (UBMK), Antalya/TÜRKİYE, 26 Ekim 2024, s. 754-759, ISSN: 2521-1641
BOZKURT ALİ KEREM,SÖNMEZ SARIKAYA BURCU,AKÖZ HALİL EFE,TAŞPINAR ATABERK,BAHTİYAR ŞERİF
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A Hybrid Machine Learning Based Intrusion Detection System for MIL-STD-1553
Journal of Aeronautics and Space Technologies, Vol. 17, Nisan 2024, s. 30-46, ISSN: 2148-1059
ÇİLOĞLU YUNUS EMRE,BAHTİYAR ŞERİF
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Demand Forecasting of a Company that Produces by Mass Customization with Machine Learning
In International Conference on Intelligent and Fuzzy Systems, Vol. 308, 14 Ağustos 2021
YAĞCIOĞLU ENGİN, TEKİN AHMET TEZCAN, ÇEBİ FERHAN
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Classifying the Success of Transfers Made by Turkish Super-League Teams Using Advanced Machine Learning Techniques
INFUS 2023: Intelligent and Fuzzy Systems, İstanbul/TÜRKİYE, Vol. 759, 22 Ağustos 2023, s. 262-268
ERDEN SERHAN BERKE, KAYMAK ÜNAL BERKE, KAYA TOLGA
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An unsupervised learning approach to basket type definition in FMCG sector based on household panel data
International Journal of Information and Decision Sciences, Vol. 14, Ocak 2022, ISSN: 1756-7017
YİĞİT AHMET TALHA, DOĞRUAK UTKU, KAYA TOLGA
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Prediction of Gross Movie Revenue in the Turkish Box Office Using Machine Learning Techniques
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, Vol. 505, 19 Temmuz 2022, s. 86-92
GÜRBÜZ ANIL, BİÇER EZGİ, KAYA TOLGA
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Marketing Campaign Management Using Machine Learning Techniques: An Uplift Modeling Approach
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, 19 Temmuz 2022
SANİSOĞLU MELTEM, KAYA TOLGA, BURNAZ HURİYE ŞEBNEM
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