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Publications

SGE has always had a vision that learns, teaches, shares its experiences with courage, adds value and accepts the mentality of service as a duty. In today's world where information is processed with information, SGE is one of the leading organizations in its field with its young and talented research staff, as well as its deep knowledge thanks to the projects it has realized. Expert researchers within the body of SGE present the strategic information they reveal in the light of the projects they carry out to the benefit of the scientific world.

The Academic Publications

Detailed Analysis of Sybil Attack in Wireless Sensor Networks

Author: Yunus Üstün

Other Authors: Abdullah Orman, Murat Dener

Published Address: International Journal of Sustainable Engineering and Technology

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Link: Detailed Analysis of Sybil Attack in Wireless Sensor Networks

Modeling and Mitigating Online Misinformation: a Suggested Blockchain Approach

Authors: Tolga Yılmaz, Özgür Ulusoy

Published Address: Bilkent University, Turkey, March 2023

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Link: Modeling and Mitigating Online Misinformation: a Suggested Blockchain Approach

Misinformation Propagation in Online Social Networks: Game Theoretic and Reinforcement Learning Approaches

Authors: Yılmaz Tolga, Ulusoy Özgür

Published Address: IEEE Transactions on Computational Social Systems

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Link: Misinformation Propagation in Online Social Networks: Game Theoretic and Reinforcement Learning Approaches

Understanding Security Vulnerabilities in Student Code: A Case Study in a Non-Security Course

Authors: Yılmaz Tolga, Ulusoy Özgür

Published Address: Journal of Systems and Software, Elsevier, vol. 185, March 2022

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Link: Understanding Security Vulnerabilities in Student Code: A Case Study in a Non-Security Course

Building Goal-Oriented Processes and Team Structure in Agile and Hybrid Security Software Projects

Author: Süleyman Muhammed Arıkan

Published Address: 2nd International Conference on Informatics and Computer Science (ICI-CS2022) December 1-2, 2022 Ankara, Turkey

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Link: Building Goal-Oriented Processes and Team Structure in Agile and Hybrid Security Software Projects

Author: Süleyman Muhammed Arıkan

Published Address: 10th International Symposium on Digital Forensics and Security (ISDFS), 6-7 June 2022

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Link: Technical and Legal Strategic Approaches Protecting the Privacy of Personal Data in Cloud-Based Big Data Applications

Development and Maintenance of Mobile Forensic Investigation Software Modules

Author: Arıkan, Süleyman Muhammed

Other Authors: Özgür Yürekten

Published Address: 9th International Symposium on Digital Forensics and Security, ISDFS 2021, 28-29 June 2021, Elazig, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

A Data Mining Based System for Automating Creation of Cyber Threat Intelligence

Author: Arıkan, Süleyman Muhammed

Other Authors: Sami Acar

Published Address: 9th International Symposium on Digital Forensics and Security, ISDFS 2021, 28-29 June 2021, Elazig, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Citadel: Cyber Threat Intelligence Assisted Defense System for Software-defined Networks

Author: Sengul, Hakan

Other Authors: Abdullah Emin Gurel, Adnan Orduyilmaz

Published Address: IEEE 29th Signal Processing and Communication Applications Congress, IEEE SİU 2021, 9-11 June 2021, Istanbul, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM İLTAREN

SDN-based Cyber Defense: A Survey

Author: Yürekten, Özgür

Other Authors: Mehmet Demirci

Published Address: Future Generation Computer Systems, Volume 115, February 2021, pp.126-149

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Fuzzing of Mobile Application in the Banking Domain: A Case Study Author: Schneider, Martin A.

Author: Schneider, Martin A.

Other Authors: Marc-Florian Wendland, Abdurrahman Akın, Şerafettin Şentürk

Published Address: IEEE 20th International Conference on Software Quality, Reliability and Security Companion, QRS-C 2020, 11-14 December 2020, Macau, China, pp.485-491

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Deep Learning Based Sequential Model for Malware Analysis Using Windows Exe API Calls

Author: Catak, Ferhat Ozgur

Other Authors: Ahmet Faruk Yaz, Ogerta Elezaj, Javed Ahmed

Published Address: PeerJ Computer Science, Article Number e285, 27 July 2020

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Image and File System Support Framework for a Digital Mobile Forensics Software

Author: Senturk, Serafettin

Other Authors: Talha Apaydın, Hasan Yasar

Published Address: Turkish National Software Engineering Symposium, UYMS 2020, 7-9 October 2020, Istanbul, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Software Risk Management Process Improvement Experience in Corporate Projects

Author: Arıkan, Süleyman Muhammed

Other Authors: Özgür Yürekten

Published Address: Turkish National Software Engineering Symposium, UYMS 2020, 7-9 October 2020, Istanbul, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Protection of Personal Data in Corporate Applications

Author: Yilmaz, Tolga

Other Authors: Süleyman Muhammed Arıkan, Fatma Su, Özgür Yürekten

Published Address: Turkish National Software Engineering Symposium, UYMS 2020, 7-9 October 2020, Istanbul, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

National IT Security After the Pandemic

Author: Mataracioglu, Tolga

Other Authors: Kerim Can Kalıpcıoğlu, Süleyman Muhammed Arikan, Gökhan Işık, Yasemin Demiral, Derya Cincioğlu, Hacı Ali Mantar

Published Address: The Anatomy of The Global Out Break: The Future of Human And Socıety, editors Muzaffer Şeker, Ali Özer, Cem Korkut, Ankara, Turkish Academy of Sciences, pp.903-936

Publication Type: Book Chapter

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, BTE

Incrementing Adversarial Robustness with Autoencoding for Machine Learning Model Attacks

Author: Sivaslıoğlu, Samed

Other Authors: Ferhat Ozgur Catak, Ensar Gul

Published Address: IEEE 27th Signal Processing and Communications Applications Conference, IEEE SİU 2019, April 24-26, 2019, Sivas, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, BTE

Sensor-Based Cyberattack Detection in Critical Infrastructures Using Deep Learning Algorithms

Author: Yilmaz, Murat

Other Authors: Ferhat Ozgur Catak, Ensar Gul

Published Address: Computer Science-AGH, Volume 20, Number 2, 2019, pp.213-243

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Distributed Denial of Service Attack Detection Using Autoencoder and Deep Neural Networks

Author: Catak, Ferhat Ozgur

Other Authors: Ahmet Fatih Mustaçoğlu

Published Address: Journal of Intelligent & Fuzzy Systems, Volume 37, Number 3, 2019, pp.3969-3979

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Classification of Metamorphic Malware with Deep Learning (LSTM)

Author: Yazı, Ahmet Faruk

Other Authors: Ferhat Ozgur Catak, Ensar Gul

Published Address: IEEE 27th Signal Processing and Communications Applications Conference, IEEE SİU 2019, April 24-26, 2019, Sivas, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

New Safety Trend: Honeypot

Author: Arıkan, Süleyman Muhammed

Other Authors: Recep Benzer

Published Address: Acta Infologica, Volume 2, Number 1, 2018, pp.1-11

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Two-layer Malicious Network Flow Detection System with Sparse Linear Model Based Feature Selection

Author: Catak, Ferhat Ozgur

Published Address: Journal of the National Science Foundation of Sri Lanka, Volume 46, Number 4, 2018, pp.601-612

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Detection of Attack-Targeted Scans from the Apache HTTP Server Access Logs

Author: Seyyar, Merve Baş

Other Authors: Ferhat Ozgur Catak, Ensar Gul

Published Address: Applied Computing and Informatics, Volume 14, Number 1, January 2018, pp.28-36

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

CPP-ELM: Cryptographically Privacy-Preserving Extreme Learning Machine for Cloud Systems

Author: Catak, Ferhat Ozgur

Other Authors: Ahmet Fatih Mustaçoğlu

Published Address: International Journal of Computational Intelligence Systems, Volume 11, Number 1, 2018, pp.33-44

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, TDBY

Proposal for the Next Version of the ISO/IEC 27001 Standard

Author: Mataracioglu, Tolga

Published Address: ISACA Journal, Volume 4, 2017

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Classification with Boosting of Extreme Learning Machine over Arbitrarily Partitioned Data

Author: Catak, Ferhat Ozgur

Published Address: Soft Computing, Volume 21, Number 9, May 2017, pp.2269-2281

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Distributed Denial of Service Attack Detection Using Autoencoder and Deep Neural Networks

Author: Catak, Ferhat Ozgur

Other Authors: Ahmet Fatih Mustaçoğlu

Published Address: 5th High Performance Computing Conference, 14-15 September 2017, Yıldız Technical University, Davutpaşa, Istanbul

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Using Cyber Threat Intelligence in SDN Security

Author: Yürekten, Özgür

Other Authors: Mehmet Demirci

Published Address: 2nd International Conference on Computer Science and Engineering, UBMK 2017, 5-8 October 2017, Antalya, Turkey, pp.377-382

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Comparison of PCI DSS and ISO/IEC 27001 Standards

Author: Mataracioglu, Tolga

Published Address: ISACA Journal, Volume 1, 2016, pp.51-55

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Vehicle Dynamics Modeling and Validation for Hardware-in-the-loop Testing of Electronic Stability Control

Author: Emirler, Mumin Tolga

Other Authors: İsmail Meriç Can Uygan, Şükrü Yaren Gelbal, Murat Gözü, Tevfik Ali Böke, Bilin Aksun Güvenç, Levent Güvenç

Published Address: International Journal of Vehicle Design, Volume 71, Number 1-4, 2016, pp.191-211

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

A Hybrid Electric Vehicle Hardware-in-the-loop Simulator as a Development Platform for Energy Management Algorithms

Author: Hartavi, Ahu Ece

Other Authors: Ismail Meric Can Uygan, Levent Guvenc

Published Address: International Journal of Vehicle Design, Volume 71, Number 1-4, 2016, pp.410-429

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Analysis and Performance Evaluation of the New Version of ISO/IEC 27001 Standard

Author: Mataracioglu, Tolga

Published Address: International Symposium on Cyber Defence and Security, IS’CyDeS 2016, Ankara, Türkiye, 13 Mayıs 2016

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Cyber Warfare: Terms, Issues, Laws and Controversies

Author: Seviş, Kamile Nur

Other Authors: Ensar Şeker

Published Address: IEEE International Conference on Cyber Security and Protection of Digital Services, Cyber Security 2016, 13-14 June 2016, London, United Kingdom, pp.1-9

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Privacy Protection Edge Learning Machine Classification Model for Distributed Systems

Author: Catak, Ferhat Ozgur

Other Authors: Ahmet Fatih Mustacoglu, Ahmet Ercan Topcu

Published Address: IEEE 24th Signal Processing and Communication Applications Congress, IEEE SİU 2016, 16-19 May 2016, Zonguldak, Turkey, pp.313-316

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, TDBY

Multiple Routing Configurations for Fast Redirection in Software-Based Networks

Author: Cevher, Selcuk

Other Authors: Mustafa Ulutas, Sedat Altun, Ibrahim Hokelek

Published Address: IEEE 24th Signal Processing and Communication Applications Congress, IEEE SİU 2016, 16-19 May 2016, Zonguldak, Turkey, pp.993-996

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, UEKAE

Cloud Based Malware and Application Analysis System for Smartphones

Author: Celenli, Naciye

Other Authors: Oguzhan Topgul, Ibrahim Hokelek

Published Address: IEEE 24th Signal Processing and Communication Applications Congress, IEEE SİU 2016, 16-19 May 2016, Zonguldak, Turkey, pp.2057-2060

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, UEKAE

Survey on Data Integrity in Cloud

Author: Seviş, Kamile Nur

Other Authors: Ensar Şeker

Published Address: IEEE 3rd International Conference on Cyber Security and Cloud Computing, CSCloud 2016, 25-27 June 2016, Beijing, China, pp.167-171

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, TDBY

Simple Event Correlator - Best Practices for Creating Scalable Configurations

Author: Vaarandi, Risto

Other Authors: Bernhards Blumbergs, Emin Caliskan

Published Address: IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2015, 9-12 March 2015, Orlando, FL, USA, pp. 96-100

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Classification with Extreme Learning Machine and Ensemble Algorithms Over Randomly Partitioned Data

Author: Catak, Ferhat Ozgur

Published Address: IEEE 23rd Signal Processing and Communication Applications Congress, IEEE SİU 2015, 16-19 May 2015, Malatya, Turkey, pp.228-231

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

On the Technical Description of Value Measuring Methodology

Author: Mataracioglu, Tolga

Published Address: International Journal of Managing Value and Supply Chains (IJMVSC), Volume 6, Number 2, June 2015

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Managing Information Security in the Energy Sector: Legislation and Standards

Author: Ottekin, Fikret

Other Authors: Orhan Calik

Published Address: 8th International Conference on Information Security and Cryptology, ISCTurkey 2015, 30-31 October 2015, Ankara, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Robust Ensemble Classifier Combination Based on Noise Removal with One-Class SVM

Author: Catak, Ferhat Ozgur

Published Address: 22nd International Conference on Neural Information Processing, ICONIP 2015, 9-12 November 2015, Istanbul, Turkey, LNCS 9490, pp.10-17

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Secure Multi-party Computation Based Privacy Preserving Extreme Learning Machine Algorithm Over Vertically Distributed Data

Author: Catak, Ferhat Ozgur

Published Address: 22nd International Conference on Neural Information Processing, ICONIP 2015, 9-12 November 2015, Istanbul, Turkey, LNCS 9490, pp.337-345

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

A Comparative Analysis of the National Cyber Security Strategies of Leading Nations

Author: Tatar, Unal

Other Authors: Orhan Çalık, Minhac Çelik, Bilge Karabacak

Published Address: 9th International Conference on Cyber Warfare and Security, ICCWS 2014, 24-25 March 2014, West Lafayette, IN, USA, pp.211-218

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Practical Considerations For RSS RF Fingerprinting Based Indoor Localization Systems

Author: Bacak, Ahmet

Other Authors: Hasan Celebi

Published Address: IEEE 22nd Signal Processing and Communications Applications Conference, SIU 2014, 23-25 April 2014, Trabzon, Turkey, pp. 497-500

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Obstructions of Turkish Public Organizations Getting ISO/IEC 27001 Certified

Author: Mataracioglu, Tolga

Other Authors: Sevgi Özkan Yıldırım

Published Address: International Journal of Managing Value and Supply Chains (IJMVSC), Volume 5, Number 2, June 2014

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

DPA Resilience of Rotation-Symmetric S-Boxes

Author: Evci, Muhammed Ali

Other Authors: Selcuk Kavut

Published Address: 9th International Workshop on Security, IWSEC 2014, 26-28 August 2014, Hirosaki, Japan, LNCS 8639, pp.146–157

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

The Past and Future of Mobile Malwares

Author: Topgul, M. Oguzhan

Other Authors: Emin İslam Tatlı

Published Address: 7th International Conference on Information Security and Cryptology, ISC TURKEY 2014, 17-18 October 2014, Istanbul, Turkey, pp. 123-129

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

A Holistic Model for Connecting Networks of Different Security Levels

Author: Kara, Mehmet

Published Address: 7th International Conference on Information Security and Cryptology, ISC TURKEY 2014, 17-18 October 2014, Istanbul, Turkey, pp. 142-148

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

JavaScript Vulnerabilities and Current Solutions

Author: Özel, Abdürrahim

Other Authors: Cetin Kaya, Suleyman Eken

Published Address: 7th International Conference on Information Security and Cryptology, ISC TURKEY 2014, 17-18 October 2014, Istanbul, Turkey, pp. 252-257

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Improving Named Entity Recognition for Morphologically Rich Languages using Word Embeddings

Author: Demir, Hakan

Other Authors: Arzucan Ozgur

Published Address: 13th International Conference on Machine Learning and Applications, ICMLA 2014, 3-5 December 2014, Detroit, MI, USA

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Development and Maintenance of Mobile Forensic Investigation Software Modules

Author: Arıkan, Süleyman Muhammed

Other Authors: Özgür Yürekten

Published Address: 9th International Symposium on Digital Forensics and Security, ISDFS 2021, 28-29 June 2021, Elazig, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

A Data Mining Based System for Automating Creation of Cyber Threat Intelligence

Author: Arıkan, Süleyman Muhammed

Other Authors: Sami Acar

Published Address: 9th International Symposium on Digital Forensics and Security, ISDFS 2021, 28-29 June 2021, Elazig, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Citadel: Cyber Threat Intelligence Assisted Defense System for Software-defined Networks

Author: Sengul, Hakan

Other Authors: Abdullah Emin Gurel, Adnan Orduyilmaz

Published Address: IEEE 29th Signal Processing and Communication Applications Congress, IEEE SİU 2021, 9-11 June 2021, Istanbul, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM İLTAREN

SDN-based Cyber Defense: A Survey

Author: Yürekten, Özgür

Other Authors: Mehmet Demirci

Published Address: Future Generation Computer Systems, Volume 115, February 2021, pp.126-149

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Fuzzing of Mobile Application in the Banking Domain: A Case Study Author: Schneider, Martin A.

Author: Schneider, Martin A.

Other Authors: Marc-Florian Wendland, Abdurrahman Akın, Şerafettin Şentürk

Published Address: IEEE 20th International Conference on Software Quality, Reliability and Security Companion, QRS-C 2020, 11-14 December 2020, Macau, China, pp.485-491

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Deep Learning Based Sequential Model for Malware Analysis Using Windows Exe API Calls

Author: Catak, Ferhat Ozgur

Other Authors: Ahmet Faruk Yaz, Ogerta Elezaj, Javed Ahmed

Published Address: PeerJ Computer Science, Article Number e285, 27 July 2020

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Image and File System Support Framework for a Digital Mobile Forensics Software

Author: Senturk, Serafettin

Other Authors: Talha Apaydın, Hasan Yasar

Published Address: Turkish National Software Engineering Symposium, UYMS 2020, 7-9 October 2020, Istanbul, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Software Risk Management Process Improvement Experience in Corporate Projects

Author: Arıkan, Süleyman Muhammed

Other Authors: Özgür Yürekten

Published Address: Turkish National Software Engineering Symposium, UYMS 2020, 7-9 October 2020, Istanbul, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Protection of Personal Data in Corporate Applications

Author: Yilmaz, Tolga

Other Authors: Süleyman Muhammed Arıkan, Fatma Su, Özgür Yürekten

Published Address: Turkish National Software Engineering Symposium, UYMS 2020, 7-9 October 2020, Istanbul, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

National IT Security After the Pandemic

Author: Mataracioglu, Tolga

Other Authors: Kerim Can Kalıpcıoğlu, Süleyman Muhammed Arikan, Gökhan Işık, Yasemin Demiral, Derya Cincioğlu, Hacı Ali Mantar

Published Address: The Anatomy of The Global Out Break: The Future of Human And Socıety, editors Muzaffer Şeker, Ali Özer, Cem Korkut, Ankara, Turkish Academy of Sciences, pp.903-936

Publication Type: Book Chapter

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, BTE

Incrementing Adversarial Robustness with Autoencoding for Machine Learning Model Attacks

Author: Sivaslıoğlu, Samed

Other Authors: Ferhat Ozgur Catak, Ensar Gul

Published Address: IEEE 27th Signal Processing and Communications Applications Conference, IEEE SİU 2019, April 24-26, 2019, Sivas, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, BTE

Sensor-Based Cyberattack Detection in Critical Infrastructures Using Deep Learning Algorithms

Author: Yilmaz, Murat

Other Authors: Ferhat Ozgur Catak, Ensar Gul

Published Address: Computer Science-AGH, Volume 20, Number 2, 2019, pp.213-243

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Distributed Denial of Service Attack Detection Using Autoencoder and Deep Neural Networks

Author: Catak, Ferhat Ozgur

Other Authors: Ahmet Fatih Mustaçoğlu

Published Address: Journal of Intelligent & Fuzzy Systems, Volume 37, Number 3, 2019, pp.3969-3979

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Classification of Metamorphic Malware with Deep Learning (LSTM)

Author: Yazı, Ahmet Faruk

Other Authors: Ferhat Ozgur Catak, Ensar Gul

Published Address: IEEE 27th Signal Processing and Communications Applications Conference, IEEE SİU 2019, April 24-26, 2019, Sivas, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

New Safety Trend: Honeypot

Author: Arıkan, Süleyman Muhammed

Other Authors: Recep Benzer

Published Address: Acta Infologica, Volume 2, Number 1, 2018, pp.1-11

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Two-layer Malicious Network Flow Detection System with Sparse Linear Model Based Feature Selection

Author: Catak, Ferhat Ozgur

Published Address: Journal of the National Science Foundation of Sri Lanka, Volume 46, Number 4, 2018, pp.601-612

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Detection of Attack-Targeted Scans from the Apache HTTP Server Access Logs

Author: Seyyar, Merve Baş

Other Authors: Ferhat Ozgur Catak, Ensar Gul

Published Address: Applied Computing and Informatics, Volume 14, Number 1, January 2018, pp.28-36

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

CPP-ELM: Cryptographically Privacy-Preserving Extreme Learning Machine for Cloud Systems

Author: Catak, Ferhat Ozgur

Other Authors: Ahmet Fatih Mustaçoğlu

Published Address: International Journal of Computational Intelligence Systems, Volume 11, Number 1, 2018, pp.33-44

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, TDBY

Proposal for the Next Version of the ISO/IEC 27001 Standard

Author: Mataracioglu, Tolga

Published Address: ISACA Journal, Volume 4, 2017

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Classification with Boosting of Extreme Learning Machine over Arbitrarily Partitioned Data

Author: Catak, Ferhat Ozgur

Published Address: Soft Computing, Volume 21, Number 9, May 2017, pp.2269-2281

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Distributed Denial of Service Attack Detection Using Autoencoder and Deep Neural Networks

Author: Catak, Ferhat Ozgur

Other Authors: Ahmet Fatih Mustaçoğlu

Published Address: 5th High Performance Computing Conference, 14-15 September 2017, Yıldız Technical University, Davutpaşa, Istanbul

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Using Cyber Threat Intelligence in SDN Security

Author: Yürekten, Özgür

Other Authors: Mehmet Demirci

Published Address: 2nd International Conference on Computer Science and Engineering, UBMK 2017, 5-8 October 2017, Antalya, Turkey, pp.377-382

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Comparison of PCI DSS and ISO/IEC 27001 Standards

Author: Mataracioglu, Tolga

Published Address: ISACA Journal, Volume 1, 2016, pp.51-55

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Vehicle Dynamics Modeling and Validation for Hardware-in-the-loop Testing of Electronic Stability Control

Author: Emirler, Mumin Tolga

Other Authors: İsmail Meriç Can Uygan, Şükrü Yaren Gelbal, Murat Gözü, Tevfik Ali Böke, Bilin Aksun Güvenç, Levent Güvenç

Published Address: International Journal of Vehicle Design, Volume 71, Number 1-4, 2016, pp.191-211

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

A Hybrid Electric Vehicle Hardware-in-the-loop Simulator as a Development Platform for Energy Management Algorithms

Author: Hartavi, Ahu Ece

Other Authors: Ismail Meric Can Uygan, Levent Guvenc

Published Address: International Journal of Vehicle Design, Volume 71, Number 1-4, 2016, pp.410-429

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Analysis and Performance Evaluation of the New Version of ISO/IEC 27001 Standard

Author: Mataracioglu, Tolga

Published Address: International Symposium on Cyber Defence and Security, IS’CyDeS 2016, Ankara, Türkiye, 13 Mayıs 2016

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Cyber Warfare: Terms, Issues, Laws and Controversies

Author: Seviş, Kamile Nur

Other Authors: Ensar Şeker

Published Address: IEEE International Conference on Cyber Security and Protection of Digital Services, Cyber Security 2016, 13-14 June 2016, London, United Kingdom, pp.1-9

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Privacy Protection Edge Learning Machine Classification Model for Distributed Systems

Author: Catak, Ferhat Ozgur

Other Authors: Ahmet Fatih Mustacoglu, Ahmet Ercan Topcu

Published Address: IEEE 24th Signal Processing and Communication Applications Congress, IEEE SİU 2016, 16-19 May 2016, Zonguldak, Turkey, pp.313-316

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, TDBY

Multiple Routing Configurations for Fast Redirection in Software-Based Networks

Author: Cevher, Selcuk

Other Authors: Mustafa Ulutas, Sedat Altun, Ibrahim Hokelek

Published Address: IEEE 24th Signal Processing and Communication Applications Congress, IEEE SİU 2016, 16-19 May 2016, Zonguldak, Turkey, pp.993-996

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, UEKAE

Cloud Based Malware and Application Analysis System for Smartphones

Author: Celenli, Naciye

Other Authors: Oguzhan Topgul, Ibrahim Hokelek

Published Address: IEEE 24th Signal Processing and Communication Applications Congress, IEEE SİU 2016, 16-19 May 2016, Zonguldak, Turkey, pp.2057-2060

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, UEKAE

Survey on Data Integrity in Cloud

Author: Seviş, Kamile Nur

Other Authors: Ensar Şeker

Published Address: IEEE 3rd International Conference on Cyber Security and Cloud Computing, CSCloud 2016, 25-27 June 2016, Beijing, China, pp.167-171

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE, TDBY

Simple Event Correlator - Best Practices for Creating Scalable Configurations

Author: Vaarandi, Risto

Other Authors: Bernhards Blumbergs, Emin Caliskan

Published Address: IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2015, 9-12 March 2015, Orlando, FL, USA, pp. 96-100

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Classification with Extreme Learning Machine and Ensemble Algorithms Over Randomly Partitioned Data

Author: Catak, Ferhat Ozgur

Published Address: IEEE 23rd Signal Processing and Communication Applications Congress, IEEE SİU 2015, 16-19 May 2015, Malatya, Turkey, pp.228-231

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

On the Technical Description of Value Measuring Methodology

Author: Mataracioglu, Tolga

Published Address: International Journal of Managing Value and Supply Chains (IJMVSC), Volume 6, Number 2, June 2015

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Managing Information Security in the Energy Sector: Legislation and Standards

Author: Ottekin, Fikret

Other Authors: Orhan Calik

Published Address: 8th International Conference on Information Security and Cryptology, ISCTurkey 2015, 30-31 October 2015, Ankara, Turkey

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Robust Ensemble Classifier Combination Based on Noise Removal with One-Class SVM

Author: Catak, Ferhat Ozgur

Published Address: 22nd International Conference on Neural Information Processing, ICONIP 2015, 9-12 November 2015, Istanbul, Turkey, LNCS 9490, pp.10-17

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Secure Multi-party Computation Based Privacy Preserving Extreme Learning Machine Algorithm Over Vertically Distributed Data

Author: Catak, Ferhat Ozgur

Published Address: 22nd International Conference on Neural Information Processing, ICONIP 2015, 9-12 November 2015, Istanbul, Turkey, LNCS 9490, pp.337-345

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

A Comparative Analysis of the National Cyber Security Strategies of Leading Nations

Author: Tatar, Unal

Other Authors: Orhan Çalık, Minhac Çelik, Bilge Karabacak

Published Address: 9th International Conference on Cyber Warfare and Security, ICCWS 2014, 24-25 March 2014, West Lafayette, IN, USA, pp.211-218

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Practical Considerations For RSS RF Fingerprinting Based Indoor Localization Systems

Author: Bacak, Ahmet

Other Authors: Hasan Celebi

Published Address: IEEE 22nd Signal Processing and Communications Applications Conference, SIU 2014, 23-25 April 2014, Trabzon, Turkey, pp. 497-500

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Obstructions of Turkish Public Organizations Getting ISO/IEC 27001 Certified

Author: Mataracioglu, Tolga

Other Authors: Sevgi Özkan Yıldırım

Published Address: International Journal of Managing Value and Supply Chains (IJMVSC), Volume 5, Number 2, June 2014

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

DPA Resilience of Rotation-Symmetric S-Boxes

Author: Evci, Muhammed Ali

Other Authors: Selcuk Kavut

Published Address: 9th International Workshop on Security, IWSEC 2014, 26-28 August 2014, Hirosaki, Japan, LNCS 8639, pp.146–157

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

The Past and Future of Mobile Malwares

Author: Topgul, M. Oguzhan

Other Authors: Emin İslam Tatlı

Published Address: 7th International Conference on Information Security and Cryptology, ISC TURKEY 2014, 17-18 October 2014, Istanbul, Turkey, pp. 123-129

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

A Holistic Model for Connecting Networks of Different Security Levels

Author: Kara, Mehmet

Published Address: 7th International Conference on Information Security and Cryptology, ISC TURKEY 2014, 17-18 October 2014, Istanbul, Turkey, pp. 142-148

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

JavaScript Vulnerabilities and Current Solutions

Author: Özel, Abdürrahim

Other Authors: Cetin Kaya, Suleyman Eken

Published Address: 7th International Conference on Information Security and Cryptology, ISC TURKEY 2014, 17-18 October 2014, Istanbul, Turkey, pp. 252-257

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Improving Named Entity Recognition for Morphologically Rich Languages using Word Embeddings

Author: Demir, Hakan

Other Authors: Arzucan Ozgur

Published Address: 13th International Conference on Machine Learning and Applications, ICMLA 2014, 3-5 December 2014, Detroit, MI, USA

Publication Type: Notice

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Misinformation Propagation in Online Social Networks: Game Theoretic and Reinforcement Learning Approaches

Authors: Yılmaz Tolga, Ulusoy Özgür

Published Address: IEEE Transactions on Computational Social Systems

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Link: Misinformation Propagation in Online Social Networks: Game Theoretic and Reinforcement Learning Approaches

Understanding Security Vulnerabilities in Student Code: A Case Study in a Non-Security Course

Authors: Yılmaz Tolga, Ulusoy Özgür

Published Address: Journal of Systems and Software, Elsevier, vol. 185, March 2022

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Link: Understanding Security Vulnerabilities in Student Code: A Case Study in a Non-Security Course

Building Goal-Oriented Processes and Team Structure in Agile and Hybrid Security Software Projects

Author: Süleyman Muhammed Arıkan

Published Address: 2nd International Conference on Informatics and Computer Science (ICI-CS2022) December 1-2, 2022 Ankara, Turkey

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Link: Building Goal-Oriented Processes and Team Structure in Agile and Hybrid Security Software Projects

Author: Süleyman Muhammed Arıkan

Published Address: 10th International Symposium on Digital Forensics and Security (ISDFS), 6-7 June 2022

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Link: Technical and Legal Strategic Approaches Protecting the Privacy of Personal Data in Cloud-Based Big Data Applications

Detailed Analysis of Sybil Attack in Wireless Sensor Networks

Author: Yunus Üstün

Other Authors: Abdullah Orman, Murat Dener

Published Address: International Journal of Sustainable Engineering and Technology

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Link: Detailed Analysis of Sybil Attack in Wireless Sensor Networks

Modeling and Mitigating Online Misinformation: A Suggested Blockchain Approach

Authors: Tolga Yılmaz, Özgür Ulusoy

Published Address:Bilkent University, Turkey, March 2023

Publication Type: Article

Vice Presidency / Institute: TÜBİTAK BİLGEM SGE

Link: Modeling and Mitigating Online Misinformation: a Suggested Blockchain Approach

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Artificial Intelligence Institute Documents and Presentations

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(SGE) Cyber Security Institute

The Cyber Security Institute, which was established to carry out studies to increase the national cyber security capacity, carries out research and development activities in the field of cyber security; carries out solutions-oriented projects for military institutions, public institutions and organizations and the private sector.

The main fields of activity of our institute, which has made a significant contribution to the creation of cyber security knowledge and tactical infrastructure in our country with many successful projects to date, are secure software development, penetration tests and vulnerability analysis.

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(IZE) Artificial Intelligence Institute

Artificial Intelligence Institute is the first institute established within the scope of TUBITAK centers and institutes, which cuts the sectors and research fields horizontally and focuses directly on the emerging technology field. For this reason, it constitutes an innovative model in terms of both the open innovation and co-development approach of the institute and its focus on emerging technology.

Artificial Intelligence Institute aims to develop core technologies in the field of artificial intelligence and bring these innovations from the forefront of science to the use of the industry as soon as possible. Focusing on the transformative potential of artificial intelligence, it will continue to play its part in pioneering efforts to create and sustain artificial intelligence-based innovation, growth and productivity in Turkey. Working with industry and public institutions in Turkey, together with other organizations within the artificial intelligence ecosystem, spreading the use of artificial intelligence and increasing the workforce specialized in this field are among its primary goals.

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BİLGEM shapes the science and technology of the future with the technologies it develops, the products it produces, the solutions it offers and the numerous national and international achievements it has accomplished.

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Discover institutes laboratories technologies products projects of BİLGEM.

Corporate

Institutes

Laboratories

Our Competencies

BİLGEM shapes the science and technology of the future with the technologies it develops, the products it produces, the solutions it offers and the numerous national and international achievements it has accomplished.

Projects and Programs

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Intern

TÜBİTAK BİLGEM builds its basic strategy for the future on qualified knowledge and qualified people focused on national targets in the research, technology development and innovation ecosystem.

Starting from the understanding that "the most important resource of a country is generally people, specifically scientists," TÜBİTAK encourages and supports our youth from an early age. In this context, providing young minds with early exposure to technology production is crucial for the success of our National Technology Move. Accordingly, TÜBİTAK BİLGEM offers internship opportunities to undergraduate students from universities every year.

You can follow internship announcements and submit your applications through the Career Gateway at https://kariyerkapisi.cbiko.gov.tr.

You can access frequently asked questions about internships at TÜBİTAK BİLGEM from here. 

Application Conditions
  • Students enrolled in undergraduate (2nd year and above) and associate degree programs in departments offering education in universities and conducting insurance procedures through the higher education institution to which they are affiliated can benefit from the internship opportunity.
  • For undergraduate and associate degree students, a minimum Weighted Grade Point Average (GPA) of 2.50 out of 4 is required. The GPA of candidates with a 100-point system is converted to a 4-point system based on the "Conversion Table of Grades from the 4-Point System to the 100-Point System" published by the Higher Education Council.
  • There is no requirement for a foreign language certificate during the internship application process.
  • Students enrolled in departments such as Forensic Computing Engineering, Computer Sciences, Computer Science and Engineering, Computer Engineering, Computer and Informatics, Computer and Software Engineering, Information Systems Engineering, Electrical and Electronics Engineering, Control Engineering, Control and Computer Engineering, Control and Automation Engineering, Mechanical Engineering, Mechatronics Engineering, Telecommunication Engineering, or Software Engineering in universities can apply for internships.

Internship applications are accepted between December and January, and the internship period covers June, July, and August.

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Scholar

Scholar assignments are made for research and development activities for undergraduate, master's, doctoral students, and post-doctoral researchers. In our center, scholars are appointed for practical purposes in externally funded, TARAL, or European Union projects.

You can contact us via the email address bilgem.yetenekkazanimi@tubitak.gov.tr to apply to be a scholar.
Application Conditions

(1) The conditions for undergraduate scholars in externally funded projects conducted by the institution are specified below:

  •  Being a student continuing undergraduate education at higher education institutions established in Turkey (excluding foreign language preparatory students).
  • Having a weighted cumulative GPA for previous years, excluding preparatory years, based on the university's grading system, which satisfies the formula score and foreign language requirements in the recruitment criteria.
  • Completing at least the first semester of the first year of undergraduate education.
  • Having a GPA of "+3.00" and a University Placement Exam Ranking of "10,000 ≥" for undergraduate general average.
  • For foreign students placed in Turkish universities without taking the ÖSYM exam or for those who completed undergraduate education through exams such as Vertical Transfer Exam, the lowest university placement ranking of the department from the year the candidate started the undergraduate program is considered in the ranking formula.

(2) The conditions for master's degree scholars in externally funded projects conducted by the institution are specified below:

  • Being a student continuing master's degree education at higher education institutions established in Turkey (excluding special students and foreign language preparatory students).
  • Currently pursuing a master's degree in the project's field of responsibility.

(3) The conditions for doctoral students in externally funded projects conducted by the institution are specified below:

  • Being a student continuing doctoral education at higher education institutions established in Turkey (excluding special students and foreign language preparatory students).
  • Currently pursuing a doctorate in the project's field of responsibility or conducting a doctorate in areas determined within the framework of the YÖK-TÜBİTAK Doctoral Program Project Collaboration Protocol. (Students in medical specialization and artistic proficiency are accepted as doctoral students.)
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Candidate Researcher

Students in the 3rd and 4th years of relevant engineering departments at universities can apply to our Part-Time Candidate Researcher positions through our Job Application System at kariyer.tubitak.gov.tr. By doing so, they can gain work experience at TÜBİTAK BİLGEM during their university years.

This program does not have an end date. Candidate Researcher personnel working part-time during their university period can seamlessly transition to full-time employment as Researcher personnel at TÜBİTAK BİLGEM without interrupting their career journey after graduating from the undergraduate program.

Application Conditions

Conditions for the Candidate Researcher Program:

  • Being a 3rd or 4th-year student in the relevant departments specified in the announcements at universities.
  • Foreign language proficiency: Achieving appropriate scores in the exam types specified in the announcement or studying in a program that is 100% in English for undergraduate education.
  • Satisfying the formula score:

Weighted Graduation Average + (10,000/University Placement Exam Ranking) + Additional Score* >= 3.20

*Candidates who have achieved rankings and awards in national and international competitions will receive an additional score of 0.3.

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Researcher

By joining TÜBİTAK BİLGEM as a Researcher, you can contribute to developments in the fields of information technology, information security, and advanced electronics. You'll have the opportunity to make your mark on innovations, closely follow advancements, enhance your skills, and shape your future by advancing in your career.

You can apply to our currently open positions through the TÜBİTAK Job Application System .

Application Conditions

Conditions for Job Application:

  • Foreign language proficiency: Attaining appropriate scores in the exam types specified in the announcement or studying in a program that is 100% in English for undergraduate education.
  • Fulfilling specific requirements stated in the announcement (such as undergraduate department, years of experience, expertise, etc.).
  • Satisfying the formula score:

For Candidates with Less than 3 Years of Experience:

Weighted Graduation Average + (10,000 / University Placement Exam Ranking) + Additional Score* >= 3.20

 

For Candidates with 3 Years and More of Experience:

Weighted Graduation Average + (10,000 / University Placement Exam Ranking) + 5*[1 / (1 + e^(5 - years of experience) ) ] + Additional Score* >= 3.20


*Candidates who have achieved rankings and awards in national and international competitions will receive an additional score of 0.3.

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MILSEC 4 - Secure IP Terminal

SAFE IP TERMINAL

While the MİLSEC-4 terminal offers an up-to-date solution for next-generation secure communication (voice, data and video) in IP networks, it provides an uninterrupted communication service by maintaining the compatibility of secure voice communication in PSTN networks with PSTN secure phones in use.
provides.

Configuration, surveillance and software update processes of MILSEC-4 terminals are carried out securely remotely using the Security Management Center (GYM). MİLSEC-4 terminal is capable of IP Network Key Loading (IPAAY) through secure communication with GYM without the need for an additional device.

MİLSEC-4 terminals are interoperable with MİLSEC-1A and MİLSEC-2 phones and offer the opportunity to replace MİLSEC-1A and MİLSEC-2 phones without interruption in the gradual transformation of PSTN networks to next generation IP networks.

FEATURES

  • End-to-end secure voice communication in PSTN networks
  • End-to-end secure voice, image and data transmission in IP networks
  • NATO SCIP compliance on IP networks
  • Compatibility with commercial SIP products
  • Interoperability with MILSEC1A and MILSEC2 secure phones
  • National and AES crypto algorithms
  • Remote software update
  • Easy operation with touch screen

It is subject to the sales license to be given by the Ministry of National Defense.

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