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Olen nõus

Hayretdin Bahşi

https://etis.ee/CV/Hayretdin_Bahsi/est
hayretdin.bahsi@ttu.ee

Teenistuskäik

Töökohad ja ametid
01.04.2019–...   
Tallinna Tehnikaülikool, Infotehnoloogia teaduskond, Tarkvarateaduse instituut, sihtrahastusega professor (1,00)
01.10.2017–31.03.2019   
Tallinna Tehnikaülikool, Infotehnoloogia teaduskond, Tarkvarateaduse instituut, sihtrahastusega vanemteadur (1,00)
16.02.2015–30.09.2017   
Tallinna Tehnikaülikool, Infotehnoloogia teaduskond, Tarkvarateaduse instituut, Vanemteadur (1,00)
2012–2014   
Cyber Security Research Institute - The Scientific and Technological Research Council of Turkey (TUBİTAK), Founding Director of Institute (1,00)
2010–2012   
National Research Institute of Electronics and Cryptology - TUBITAK, Branch Head in Information System Security Department (1,00)
2007–2010   
National Research Institute of Electronics and Cryptology - TUBITAK, Chief Researcher (1,00)
2003–2007   
National Research Institute of Electronics and Cryptology - TUBITAK, Senior Researcher (1,00)
2000–2003   
National Research Institute of Electronics and Cryptology - TUBITAK, Researcher (1,00)
1999–2000   
Computer Science Department, Bilkent University, Ankara, Turkey, Assistent (1,00)
 
 
Haridustee
2002–2010   
doktoriõpe, PhD, Computer Engineering, Sabancı University, Istanbul, Turkey
1999–2002   
MSc: Computer Engineering and Information Science, Bilkent University, Ankara, Turkey
1995–1999   
BSc: Computer Engineering and Information Science, Bilkent University, Ankara, Turkey
1992–1995   
High School: İzmir Science High School, İzmir, Turkey
 
 
Teadusorganisatsiooniline ja -administratiivne tegevus
2016−...   
Coordinator of Thesis Review Process of Cyber Security Master Program
2016−2018   
Mentor of TalTech Team for Atlantic Council Cyber 9/12 Student Challenge
2015−2015   
Member of Organization Team of Lockshields Cyber Security Exercise (conducted by NATO Cooperative Cyber Defence Centre of Excellence)
2015−2018   
2011−2012   
Task Manager in FP7 Project named as A European Network of Excellence in Managing Threats and Vulnerabilities in Future Internet (SysSec)
2010−2012   
Manager of Computer Based Audit System Project developed for Turkish Court of Accounts
2009−2009   
Coordinator of Turkey's National Cyber Security Strategy Development Working Group
2008−2011   
Panel Member of Information Security Working Group for A400M Future Aircraft Project
2007−2008   
Member of NATO C3 BOARD InfoSec Sub-Committee Technical Infosec Documentation Ad-Hoc Working Group
2007−2010   
Coordinator of Turkey's National Information Systems Security Program

Kvalifikatsioon

Teaduskraadid
Hayretdin Bahşi, doktorikraad, 2010, (juh) Albert Levi, Privacy Preserving Data Collection Framework for User Centric Network Applications, Computer Engineering, Sabancı University, Turkey.
Hayretdin Bahşi, magistrikraad, 2002, (juh) Atilla Gürsoy, Inferring Phylogenetic Trees by Self Organizing Maps, Computer Engineering and Information Science, Bilkent University, Turkey.
 
 
Teadustöö põhisuunad
ETIS KLASSIFIKAATOR: 4. Loodusteadused ja tehnika; 4.6. Arvutiteadused; CERCS KLASSIFIKAATOR: T120 Süsteemitehnoloogia, arvutitehnoloogia
ETIS KLASSIFIKAATOR: 4. Loodusteadused ja tehnika; 4.6. Arvutiteadused; CERCS KLASSIFIKAATOR: P176 Tehisintellekt

Lõppenud projektid

Juhendamisel väitekirjad

Juhendatud väitekirjad

Publikatsioonid

Klass
Aasta
Publikatsioon
 
1.1.
2021
Franke, Ulrik; Friberg, E. Langfeldt; Bahsi, Hayretdin; (2021). Maritime Cyber Insurance: The Norwegian Case. International Journal of Critical Infrastructures, 17 [ilmumas].
1.1.
2020
Bahşi, Hayretdin; Franke, Ulrik; Friberg, Even Langfeldt (2020). The cyber-insurance market in Norway. Information and Computer Security, 28 (1), 54−67. DOI: 10.1108/ICS-01-2019-0012.
3.1.
2020
Garcia-Granados, Fernando; Bahsi, Hayretdin (2020). Cybersecurity knowledge requirements for strategic level decision makers. Proceedings of the 15th International Conference on Cyber Warfare and Security (ICCWS) : Old Dominion University (ODU), Norfolk, Virginia, USA, 12-13 March 2020. Ed. Payne, Brian K.; Wu, Hongyi. Reading, UK: Academic Conference and Publishing International Limited, 559−568. DOI: 10.34190/ICCWS.20.102.
3.1.
2020
Guerra-Manzanares, Alejandro; Medina-Galindo, Jorge; Bahsi, Hayretdin; Nõmm, Sven (2020). MedBIoT: Generation of an IoT Botnet Dataset in a Medium-sized IoT Network. Proceedings of the 6th International Conference on Information Systems Security and Privacy, ICISSP, Volume 1 : February 25-27, 2020, La Valletta, Malta. La Valletta: SciTePress, 207−218. DOI: 10.5220/0009187802070218.
3.1.
2020
Tsiopoulos, Leonidas; Kuusik, Alar; Vain, Jüri; Bahsi, Hayretdin (2020). Model-based analysis of secure and patient-dependent pacemaker monitoring system. Body Area Networks. Smart IoT and Big Data for Intelligent Health : 15th EAI International Conference, BODYNETS 2020, Tallinn, Estonia, October 21, 2020, Proceedings. Ed. Alam, M. M.; Hämäläinen, M.; Mucchi, L.; Niazi, I. K.; Le Moullec, Y. Cham: Springer, 77−91. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ; 330). DOI: 10.1007/978-3-030-64991-3_6.
3.1.
2019
Mézešová, Terézia; Bahşi, Hayretdin (2019). Expert knowledge elicitation for skill level categorization of attack paths. 2019 International Conference on Cyber Security and Protection of Digital Services (Cyber Security 2019), Oxford, United Kingdom, 3-4 June 2019, [Proceedings]. IEEE, art no 8885192, 1−8. DOI: 10.1109/CyberSecPODS.2019.8885192.
3.1.
2019
Tabuyo-Benito, Raquel; Bahsi, Hayretdin; Peris-Lopez, Pedro (2019). Forensics analysis of an on-line game over Steam Platform. Digital Forensics and Cyber Crime : 10th International EAI Conference, ICDF2C 2018, New Orleans, LA, USA, September 10-12, 2018, Proceedings. Ed. Breitinger, Frank; Baggili, Ibrahim. Cham: Springer, 106−127. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; 259).10.1007/978-3-030-05487-8_6.
3.1.
2019
Guerra-Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin (2019). In-depth feature selection and ranking for automated detection of mobile malware. Proceedings of the 5th International Conference on Information Systems Security and Privacy, ICISSP 2019, February 23-25, 2019, Prague, Czech Republic, Vol. 1. Ed. Mori, Paolo; Furnell, Steven; Camp, Oliver. Prague: SciTePress, 274−283. DOI: 10.5220/0007349602740283.
3.1.
2019
Bahşi, Hayretdin; Dieves, Veiko; Kangilaski, Taivo; Laud, Peeter; Mõtus, Leo; Murumets, Jaan; Ploom, Illimar; Priisalu, Jaan; Seeba, Mari; Täks, Ermo; Tammel, Kaide; Tammpuu, Piia; Taveter, Kuldar; Trumm, Avo; Truusa, Tiia-Triin; Vihalemm, Triin (2019). Mapping the information flows for the architecture of a nationwide situation awareness system : (poster). Proceedings 2019 IEEE International Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA) : Las Vegas, NV, USA, 8-11 April 2019. Ed. Rogova, Galina L.; McGeorge, Nicolette; Gundersen, Odd Erik; Rein, Kellyn; Freiman, Mary. Las Vegas, NV : IEEE, 152−157.10.1109/COGSIMA.2019.8724167.
3.1.
2019
Guerra-Manzanares, Alejandro; Bahsi, Hayretdin; Nõmm, Sven (2019). Hybrid feature selection models for machine learning based botnet detection in IoT networks. Proceedings 2019 International Conference on Cyberworlds, CW 2019 : 2-4 October 2019, Kyoto, Japan. Danvers, MA: IEEE, 324−327. DOI: 10.1109/CW.2019.00059.
3.1.
2019
Guerra-Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin (2019). Time-frame analysis of system calls behavior in machine learning-based mobile malware detection. 2019 International Conference on Cyber Security for Emerging Technologies (CSET 2019) : Doha, Quatar, 27-29 October 2019. IEEE, 41−48. DOI: 10.1109/CSET.2019.8904908.
3.1.
2019
Guerra-Manzanares, Alejandro; Bahsi, Hayretdin; Nõmm, Sven (2019). Differences in Android behavior between real device and emulator: a malware detection perspective. 2019 Sixth International Conference on Internet of Things : Systems, Management and Security (IOTSMS) : Granada, Spain.October 22-25, 2019. IEEE, 399−404. DOI: 10.1109/IOTSMS48152.2019.8939268.
3.1.
2019
Guerra-Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin (2019). Towards the integration of a post-hoc interpretation step into the machine learning workflow for IoT botnet detection. Proceedings 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019 : 16-19 December, Boca Raton, Florida, USA. Ed. Wani, M.Arif; Khoshgoftaar, Taghi M.; Wang, Dingding; Wang, Huanjing; Seliya, Naeem (Jim). Piscataway, NJ: IEEE, 1162−1169. DOI: 10.1109/ICMLA.2019.00193.
2.5.
2018
Bahsi, Hayretdin (2018). The invisible front: a cyber resilience perspective. In: Tuohy, Emmet; Jermalavicius, Tomas; Bulakh, Anna (Ed.). The Geopolitics of Power Grids: Political and Security Aspects of Baltic Electricity Synchronization (53−68). Tallinn, Estonia: International Center for Defence and Security.
3.1.
2018
Bahsi, Hayretdin; Udokwu, Chibuzor Joseph; Tatar, Unal; Norta, Alexander (2018). Impact assessment of cyber actions on missions or business processes: a systematic literature review. Proceedings of the 13th International Conference on Cyber Warfare and Security, ICCWS 2018 : National Defence University, Washington DC, USA, 6-9 March 2018. Ed. Hurley, John S.; Chen, Jim Q. Reading, UK: Academic Conference and Publishing International Limited, 11−20.
3.1.
2018
Bahşi, Hayretdin; Nõmm, Sven; La Torre, Fabio Benedetto (2018). Dimensionality reduction for machine learning based IoT botnet detection. 2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018) : held at the Marina Bay Sands Expo and Convention Centre, Singapore, November 18-21, 2018. IEEE, 1857−1862. DOI: 10.1109/ICARCV.2018.8581205.
3.1.
2018
Nõmm, Sven; Bahşi, Hayretdin (2018). Unsupervised anomaly based botnet detection in IoT networks. Proceedings 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018 : 17-20 December 2018, Orlando, Florida, USA. Ed. Wani, M. A., [et al.]. Piscataway, NJ: IEEE, 1048−1053. DOI: 10.1109/ICMLA.2018.00171.
3.1.
2017
Caliskan, Emin; Tatar, Unal; Bahsi, Hayretdin; Ottis, Rain; Vaarandi, Risto (2017). Capability detection and evaluation metrics for Cyber Security lab exercises. Proceedings of the 12th International Conference on Cyber Warfare and Security, ICCWS 2017 : Wright State University & the Center foc Cyberspace Research, Air Force Institute of Technology, Dayton, Ohio, USA, 2-3 March 2017. Ed. Bryant, A. R.; Mills, R. F.; Lopez, J. R. Jr. Reading, UK: Academic Conference and Publishing International Limited, 407−414.
3.1.
2017
Farar, A.; Bahsi, H.; Blumbergs, B. (2017). A case study about the use and evaluation of cyber deceptive methods against highly targeted attacks. 2017 International Conference on Cyber Incident Response, Coordination, Containment & Control (Cyber Incident) : 19-20 June, 2017, London, UK, Proceedings. London, UK: IEEE, [1−7].10.1109/CYBERINCIDENT.2017.8054640.
3.1.
2017
Bahsi, Hayretdin (2017). Analysis of national cyber situational awareness practices. Strategic Cyber Defence : A Multidisciplinary Perspective [Proceedings of the NATO Advanced Research Workshop on A Framework for a Military Cyber Defense Strategy, Norfolk, VA, USA, 11-13 April 2016]. Ed. Tatar, Unal; Gokce, Yasir; Gheorghe, Adrian V. IOS Press, 31−41. (NATO Science for Peace and Security Series - D: Information and Communication Security; 48). DOI: 10.3233/978-1-61499-771-9-31.
3.1.
2017
Balogun, M.; Bahşi, H.; Karabacak, B. (2017). Preliminary analysis of cyberterrorism threats to Internet of things (IoT) applications. Terrorists' Use of the Internet : Assessment and Response [Proceedings of the NATO Advanced Research Workshop on Terrorists' Use of the Internet, Dublin, Ireland, 27-29 June 2016. Ed. Conway, M.; Jarvis, L.; Lehane, O.; et al. Amsterdam: IOS Press, 49−58. (NATO Science for Peace and Security Series - E: Human and Societal Dynamics; 136). DOI: 10.3233/978-1-61499-765-8-49.
3.1.
2016
Tatar, Unal; Bahsi, Hayretdin; Gheorghe Adrian (2016). Impact assessment of cyber attacks: A quantification study on power generation systems. 2016 11th Systems of Systems Engineering Conference (SoSE), IEEE : June 12-16, 2016, Kongsberg, Norway. IEEE, 1−6.10.1109/SYSOSE.2016.7542959.
3.3.
2016
Braccini, Christian; Väisänen, Teemu ; Sadloň, Michal; Bahsi, Hayretdin; Panico, Agostino; Van der Meij, Kris; In‘t Veld Mario Huis (2016). Battlefield Digital Forensics: Digital Intelligence and Evidence Collection in Special Operations. Tallinn: NATO Cooperative Cyber Defence Centre of Excellence.
3.1.
2015
Bahsi, H.; Maennel, O. M. (2015). A Conceptual Nationwide Cyber Situational Awareness Framework for Critical Infrastructures. In: S. Buchegger, M. Dam (Ed.). Secure IT Systems: 20th Nordic Conference, NordSec 2015, Stockholm, Sweden, October 19–21, 2015, Proceedings (3−10). Springer. (Lecture Notes in Computer Science; 9417).10.1007/978-3-319-26502-5_1.
1.1.
2013
Alparslan, Erdem; Karahoca, Adem; Bahşi, Hayretdin; (2013). Security-level classification for confidential documents by using adaptive neuro-fuzzy inference systems. Expert Systems, 30 (3), 233−242.10.1111/j.1468-0394.2012.00634.x.
3.1.
2011
Alparslan, Erdem;Karahoca, Adem; Bahsi, Hayretdin (2011). Classification of Confidential Documents by Using Adaptive Neurofuzzy Inference Systems. Procedia Computer Science, 3, 1412−1417.10.1016/j.procs.2011.01.023.
3.4.
2011
Bahsi, Hayretdin; Levi, Albert; (2011). Preserving Organizational Privacy In Intrusion Detection Log Sharing. 3rd International Conference on Cyber Conflicts. Tallinn: NATO Cooperative Cyber Defence Centre of Excellence, 121−134.
1.1.
2010
Bahsi, Hayretdin;Levi, Albert (2010). Data Collection Framework for Energy Efficient Privacy Preservation in Wireless Sensor Networks. Sensors, 10 (9), 8375−8397.10.3390/s100908375.
1.1.
2010
Bahsi, Hayretdin;Levi, Albert (2010). k-Anonymity based Framework for Privacy Preserving Data Collection in Wireless Sensor Networks. TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES, 18 (2), 241−271. DOI: 10.3906/elk-0907-120.
3.1.
2009
Bahsi, Hayretdin; Levi, Albert (2009). Energy Efficient Privacy Preserved Data Gathering in Wireless Sensor Networks Having Multiple Sinks. 2nd International Conference on Computer Science and its Applications, Jeju, Korea, 2009. IEEE, 39−46. DOI: 10.1109/CSA.2009.5404315.
3.1.
2009
Alparslan, Erdem;Bahsi, Hayretdin (2009). Security Level Classification of Confidential Documents written in Turkish. Mining User- Generated Content for Security (MINUCS 2009). Springer Heidelberg, 329−334.
3.4.
2009
Alparslan, Erdem;Bahsi, Hayretdin;Karahoca, Adem; (2009). Classification of Turkish News Documents Using Support Vector Machines. International Symposium on INnovations in Intelligent SysTems and Applications, 2009. Karadeniz Technical University, 466−470.
5.01.2021

Hayretdin Bahşi

https://etis.ee/CV/Hayretdin_Bahsi/eng
hayretdin.bahsi@ttu.ee

Career

Institutions and positions
01.04.2019–...   
Tallinn University of Technology , School of Information Technologies, Department of Software Science, Research Professor (1,00)
01.10.2017–31.03.2019   
Tallinn University of Technology , School of Information Technologies, Department of Software Science, Senior Researcher (1,00)
16.02.2015–30.09.2017   
Tallinn University of Technology , School of Information Technologies, Department of Software Science, Senior Researcher (1,00)
2012–2014   
Cyber Security Research Institute - The Scientific and Technological Research Council of Turkey (TUBİTAK), Founding Director of Institute (1,00)
2010–2012   
National Research Institute of Electronics and Cryptology - TUBITAK, Branch Head in Information System Security Department (1,00)
2007–2010   
National Research Institute of Electronics and Cryptology - TUBITAK, Chief Researcher (1,00)
2003–2007   
National Research Institute of Electronics and Cryptology - TUBITAK, Senior Researcher (1,00)
2000–2003   
National Research Institute of Electronics and Cryptology - TUBITAK, Researcher (1,00)
1999–2000   
Computer Science Department, Bilkent University, Ankara, Turkey, Assistant (1,00)
 
 
Education
2002–2010   
PhD Computer Engineering, Sabancı University, Istanbul, Turkey
1999–2002   
MSc: Computer Engineering and Information Science, Bilkent University, Ankara, Turkey
1995–1999   
BSc: Computer Engineering and Information Science, Bilkent University, Ankara, Turkey
1992–1995   
High School: İzmir Science High School, İzmir, Turkey
 
 
R&D related managerial and administrative work
2016−...   
Coordinator of Thesis Review Process of Cyber Security Master Program
2016−2018   
Mentor of TalTech Team for Atlantic Council Cyber 9/12 Student Challenge
2015−2015   
Member of Organization Team of Lockshields Cyber Security Exercise (conducted by NATO Cooperative Cyber Defence Centre of Excellence)
2015−2018   
2011−2012   
Task Manager in FP7 Project named as A European Network of Excellence in Managing Threats and Vulnerabilities in Future Internet (SysSec)
2010−2012   
Manager of Computer Based Audit System Project developed for Turkish Court of Accounts
2009−2009   
Coordinator of Turkey's National Cyber Security Strategy Development Working Group
2008−2011   
Panel Member of Information Security Working Group for A400M Future Aircraft Project
2007−2008   
Member of NATO C3 BOARD InfoSec Sub-Committee Technical Infosec Documentation Ad-Hoc Working Group
2007−2010   
Coordinator of Turkey's National Information Systems Security Program

Qualifications

Academic degrees
Hayretdin Bahşi, Doctor's Degree, 2010, (sup) Albert Levi, Privacy Preserving Data Collection Framework for User Centric Network Applications, Computer Engineering, Sabancı University, Turkey.
Hayretdin Bahşi, Master's Degree, 2002, (sup) Atilla Gürsoy, Inferring Phylogenetic Trees by Self Organizing Maps, Computer Engineering and Information Science, Bilkent University, Turkey.
 
 
Fields of research
ETIS CLASSIFICATION: 4. Natural Sciences and Engineering; 4.6. Computer Sciences; CERCS CLASSIFICATION: T120 Systems engineering, computer technology
ETIS CLASSIFICATION: 4. Natural Sciences and Engineering; 4.6. Computer Sciences; CERCS CLASSIFICATION: P176 Artificial intelligence
 
 

Completed projects

Dissertations under supervision

Supervised dissertations

Publications

Category
Year
Publication
 
1.1.
2021
Franke, Ulrik; Friberg, E. Langfeldt; Bahsi, Hayretdin; (2021). Maritime Cyber Insurance: The Norwegian Case. International Journal of Critical Infrastructures, 17 [forthcoming].
1.1.
2020
Bahşi, Hayretdin; Franke, Ulrik; Friberg, Even Langfeldt (2020). The cyber-insurance market in Norway. Information and Computer Security, 28 (1), 54−67. DOI: 10.1108/ICS-01-2019-0012.
3.1.
2020
Garcia-Granados, Fernando; Bahsi, Hayretdin (2020). Cybersecurity knowledge requirements for strategic level decision makers. Proceedings of the 15th International Conference on Cyber Warfare and Security (ICCWS) : Old Dominion University (ODU), Norfolk, Virginia, USA, 12-13 March 2020. Ed. Payne, Brian K.; Wu, Hongyi. Reading, UK: Academic Conference and Publishing International Limited, 559−568. DOI: 10.34190/ICCWS.20.102.
3.1.
2020
Guerra-Manzanares, Alejandro; Medina-Galindo, Jorge; Bahsi, Hayretdin; Nõmm, Sven (2020). MedBIoT: Generation of an IoT Botnet Dataset in a Medium-sized IoT Network. Proceedings of the 6th International Conference on Information Systems Security and Privacy, ICISSP, Volume 1 : February 25-27, 2020, La Valletta, Malta. La Valletta: SciTePress, 207−218. DOI: 10.5220/0009187802070218.
3.1.
2020
Tsiopoulos, Leonidas; Kuusik, Alar; Vain, Jüri; Bahsi, Hayretdin (2020). Model-based analysis of secure and patient-dependent pacemaker monitoring system. Body Area Networks. Smart IoT and Big Data for Intelligent Health : 15th EAI International Conference, BODYNETS 2020, Tallinn, Estonia, October 21, 2020, Proceedings. Ed. Alam, M. M.; Hämäläinen, M.; Mucchi, L.; Niazi, I. K.; Le Moullec, Y. Cham: Springer, 77−91. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ; 330). DOI: 10.1007/978-3-030-64991-3_6.
3.1.
2019
Mézešová, Terézia; Bahşi, Hayretdin (2019). Expert knowledge elicitation for skill level categorization of attack paths. 2019 International Conference on Cyber Security and Protection of Digital Services (Cyber Security 2019), Oxford, United Kingdom, 3-4 June 2019, [Proceedings]. IEEE, art no 8885192, 1−8. DOI: 10.1109/CyberSecPODS.2019.8885192.
3.1.
2019
Tabuyo-Benito, Raquel; Bahsi, Hayretdin; Peris-Lopez, Pedro (2019). Forensics analysis of an on-line game over Steam Platform. Digital Forensics and Cyber Crime : 10th International EAI Conference, ICDF2C 2018, New Orleans, LA, USA, September 10-12, 2018, Proceedings. Ed. Breitinger, Frank; Baggili, Ibrahim. Cham: Springer, 106−127. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; 259).10.1007/978-3-030-05487-8_6.
3.1.
2019
Guerra-Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin (2019). In-depth feature selection and ranking for automated detection of mobile malware. Proceedings of the 5th International Conference on Information Systems Security and Privacy, ICISSP 2019, February 23-25, 2019, Prague, Czech Republic, Vol. 1. Ed. Mori, Paolo; Furnell, Steven; Camp, Oliver. Prague: SciTePress, 274−283. DOI: 10.5220/0007349602740283.
3.1.
2019
Bahşi, Hayretdin; Dieves, Veiko; Kangilaski, Taivo; Laud, Peeter; Mõtus, Leo; Murumets, Jaan; Ploom, Illimar; Priisalu, Jaan; Seeba, Mari; Täks, Ermo; Tammel, Kaide; Tammpuu, Piia; Taveter, Kuldar; Trumm, Avo; Truusa, Tiia-Triin; Vihalemm, Triin (2019). Mapping the information flows for the architecture of a nationwide situation awareness system : (poster). Proceedings 2019 IEEE International Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA) : Las Vegas, NV, USA, 8-11 April 2019. Ed. Rogova, Galina L.; McGeorge, Nicolette; Gundersen, Odd Erik; Rein, Kellyn; Freiman, Mary. Las Vegas, NV : IEEE, 152−157.10.1109/COGSIMA.2019.8724167.
3.1.
2019
Guerra-Manzanares, Alejandro; Bahsi, Hayretdin; Nõmm, Sven (2019). Hybrid feature selection models for machine learning based botnet detection in IoT networks. Proceedings 2019 International Conference on Cyberworlds, CW 2019 : 2-4 October 2019, Kyoto, Japan. Danvers, MA: IEEE, 324−327. DOI: 10.1109/CW.2019.00059.
3.1.
2019
Guerra-Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin (2019). Time-frame analysis of system calls behavior in machine learning-based mobile malware detection. 2019 International Conference on Cyber Security for Emerging Technologies (CSET 2019) : Doha, Quatar, 27-29 October 2019. IEEE, 41−48. DOI: 10.1109/CSET.2019.8904908.
3.1.
2019
Guerra-Manzanares, Alejandro; Bahsi, Hayretdin; Nõmm, Sven (2019). Differences in Android behavior between real device and emulator: a malware detection perspective. 2019 Sixth International Conference on Internet of Things : Systems, Management and Security (IOTSMS) : Granada, Spain.October 22-25, 2019. IEEE, 399−404. DOI: 10.1109/IOTSMS48152.2019.8939268.
3.1.
2019
Guerra-Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin (2019). Towards the integration of a post-hoc interpretation step into the machine learning workflow for IoT botnet detection. Proceedings 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019 : 16-19 December, Boca Raton, Florida, USA. Ed. Wani, M.Arif; Khoshgoftaar, Taghi M.; Wang, Dingding; Wang, Huanjing; Seliya, Naeem (Jim). Piscataway, NJ: IEEE, 1162−1169. DOI: 10.1109/ICMLA.2019.00193.
2.5.
2018
Bahsi, Hayretdin (2018). The invisible front: a cyber resilience perspective. In: Tuohy, Emmet; Jermalavicius, Tomas; Bulakh, Anna (Ed.). The Geopolitics of Power Grids: Political and Security Aspects of Baltic Electricity Synchronization (53−68). Tallinn, Estonia: International Center for Defence and Security.
3.1.
2018
Bahsi, Hayretdin; Udokwu, Chibuzor Joseph; Tatar, Unal; Norta, Alexander (2018). Impact assessment of cyber actions on missions or business processes: a systematic literature review. Proceedings of the 13th International Conference on Cyber Warfare and Security, ICCWS 2018 : National Defence University, Washington DC, USA, 6-9 March 2018. Ed. Hurley, John S.; Chen, Jim Q. Reading, UK: Academic Conference and Publishing International Limited, 11−20.
3.1.
2018
Bahşi, Hayretdin; Nõmm, Sven; La Torre, Fabio Benedetto (2018). Dimensionality reduction for machine learning based IoT botnet detection. 2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018) : held at the Marina Bay Sands Expo and Convention Centre, Singapore, November 18-21, 2018. IEEE, 1857−1862. DOI: 10.1109/ICARCV.2018.8581205.
3.1.
2018
Nõmm, Sven; Bahşi, Hayretdin (2018). Unsupervised anomaly based botnet detection in IoT networks. Proceedings 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018 : 17-20 December 2018, Orlando, Florida, USA. Ed. Wani, M. A., [et al.]. Piscataway, NJ: IEEE, 1048−1053. DOI: 10.1109/ICMLA.2018.00171.
3.1.
2017
Caliskan, Emin; Tatar, Unal; Bahsi, Hayretdin; Ottis, Rain; Vaarandi, Risto (2017). Capability detection and evaluation metrics for Cyber Security lab exercises. Proceedings of the 12th International Conference on Cyber Warfare and Security, ICCWS 2017 : Wright State University & the Center foc Cyberspace Research, Air Force Institute of Technology, Dayton, Ohio, USA, 2-3 March 2017. Ed. Bryant, A. R.; Mills, R. F.; Lopez, J. R. Jr. Reading, UK: Academic Conference and Publishing International Limited, 407−414.
3.1.
2017
Farar, A.; Bahsi, H.; Blumbergs, B. (2017). A case study about the use and evaluation of cyber deceptive methods against highly targeted attacks. 2017 International Conference on Cyber Incident Response, Coordination, Containment & Control (Cyber Incident) : 19-20 June, 2017, London, UK, Proceedings. London, UK: IEEE, [1−7].10.1109/CYBERINCIDENT.2017.8054640.
3.1.
2017
Bahsi, Hayretdin (2017). Analysis of national cyber situational awareness practices. Strategic Cyber Defence : A Multidisciplinary Perspective [Proceedings of the NATO Advanced Research Workshop on A Framework for a Military Cyber Defense Strategy, Norfolk, VA, USA, 11-13 April 2016]. Ed. Tatar, Unal; Gokce, Yasir; Gheorghe, Adrian V. IOS Press, 31−41. (NATO Science for Peace and Security Series - D: Information and Communication Security; 48). DOI: 10.3233/978-1-61499-771-9-31.
3.1.
2017
Balogun, M.; Bahşi, H.; Karabacak, B. (2017). Preliminary analysis of cyberterrorism threats to Internet of things (IoT) applications. Terrorists' Use of the Internet : Assessment and Response [Proceedings of the NATO Advanced Research Workshop on Terrorists' Use of the Internet, Dublin, Ireland, 27-29 June 2016. Ed. Conway, M.; Jarvis, L.; Lehane, O.; et al. Amsterdam: IOS Press, 49−58. (NATO Science for Peace and Security Series - E: Human and Societal Dynamics; 136). DOI: 10.3233/978-1-61499-765-8-49.
3.1.
2016
Tatar, Unal; Bahsi, Hayretdin; Gheorghe Adrian (2016). Impact assessment of cyber attacks: A quantification study on power generation systems. 2016 11th Systems of Systems Engineering Conference (SoSE), IEEE : June 12-16, 2016, Kongsberg, Norway. IEEE, 1−6.10.1109/SYSOSE.2016.7542959.
3.3.
2016
Braccini, Christian; Väisänen, Teemu ; Sadloň, Michal; Bahsi, Hayretdin; Panico, Agostino; Van der Meij, Kris; In‘t Veld Mario Huis (2016). Battlefield Digital Forensics: Digital Intelligence and Evidence Collection in Special Operations. Tallinn: NATO Cooperative Cyber Defence Centre of Excellence.
3.1.
2015
Bahsi, H.; Maennel, O. M. (2015). A Conceptual Nationwide Cyber Situational Awareness Framework for Critical Infrastructures. In: S. Buchegger, M. Dam (Ed.). Secure IT Systems: 20th Nordic Conference, NordSec 2015, Stockholm, Sweden, October 19–21, 2015, Proceedings (3−10). Springer. (Lecture Notes in Computer Science; 9417).10.1007/978-3-319-26502-5_1.
1.1.
2013
Alparslan, Erdem; Karahoca, Adem; Bahşi, Hayretdin; (2013). Security-level classification for confidential documents by using adaptive neuro-fuzzy inference systems. Expert Systems, 30 (3), 233−242.10.1111/j.1468-0394.2012.00634.x.
3.1.
2011
Alparslan, Erdem;Karahoca, Adem; Bahsi, Hayretdin (2011). Classification of Confidential Documents by Using Adaptive Neurofuzzy Inference Systems. Procedia Computer Science, 3, 1412−1417.10.1016/j.procs.2011.01.023.
3.4.
2011
Bahsi, Hayretdin; Levi, Albert; (2011). Preserving Organizational Privacy In Intrusion Detection Log Sharing. 3rd International Conference on Cyber Conflicts. Tallinn: NATO Cooperative Cyber Defence Centre of Excellence, 121−134.
1.1.
2010
Bahsi, Hayretdin;Levi, Albert (2010). Data Collection Framework for Energy Efficient Privacy Preservation in Wireless Sensor Networks. Sensors, 10 (9), 8375−8397.10.3390/s100908375.
1.1.
2010
Bahsi, Hayretdin;Levi, Albert (2010). k-Anonymity based Framework for Privacy Preserving Data Collection in Wireless Sensor Networks. TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES, 18 (2), 241−271. DOI: 10.3906/elk-0907-120.
3.1.
2009
Bahsi, Hayretdin; Levi, Albert (2009). Energy Efficient Privacy Preserved Data Gathering in Wireless Sensor Networks Having Multiple Sinks. 2nd International Conference on Computer Science and its Applications, Jeju, Korea, 2009. IEEE, 39−46. DOI: 10.1109/CSA.2009.5404315.
3.1.
2009
Alparslan, Erdem;Bahsi, Hayretdin (2009). Security Level Classification of Confidential Documents written in Turkish. Mining User- Generated Content for Security (MINUCS 2009). Springer Heidelberg, 329−334.
3.4.
2009
Alparslan, Erdem;Bahsi, Hayretdin;Karahoca, Adem; (2009). Classification of Turkish News Documents Using Support Vector Machines. International Symposium on INnovations in Intelligent SysTems and Applications, 2009. Karadeniz Technical University, 466−470.
5.01.2021

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ProgrammLiikNumberNimiProjekti algusProjekti lõppVastutav täitjaAsutusFinantseerijapoolne rahastamine
MUUVA16035ESS/ICS küberkaitse projekt01.09.201631.12.2017Andro KullTallinna Tehnikaülikool, Infotehnoloogia teaduskond, Arvutiteaduse instituut142 500,00 EUR
1.1.LMIN18052IKT kõrgharidus: Eesti küberkaitse valdkonna teadus- ja arendustegevuse toetamine elluviimise toetamine17.05.201831.01.2021Rain OttisTallinna Tehnikaülikool, Infotehnoloogia teaduskond, Tarkvarateaduse instituut1 011 000,00 EUR
1.2.VNF20048Küberkaitse võimekuse tõstmine tuvastatud ohuolukordade kommunikatsiooni parendamise kaudu01.09.202030.08.2024Olaf Manuel MaennelTallinna Tehnikaülikool, Infotehnoloogia teaduskond, Tarkvarateaduse instituut78 000,00 EUR
NSPLITEE20113Õngitsusrünnete vastupanuvõime suurendamine Smart-ID teenuses 01.10.202030.09.2021Rain OttisTallinna Tehnikaülikool, Infotehnoloogia teaduskond, Tarkvarateaduse instituut450 000,00 EUR