دکتر سامان شجاع

Research

Shojae Chaeikar S, Mirzaei Asl F, Yazdanpanah S, Zamani M, Abdul Manaf A, Khodadadi T, Secure CAPTCHA by Genetic Algorithm (GA) and Multi-Layer Perceptron (MLP). Electronics, 2023: 12(19).

Tavakolifar R, Shahabi H, Alizadeh M, Bateni SM, Hashim M, Shirzadi A, Ariffin EH, Wolf ID, Shojae Chaeikar S, Spatial Prediction of Landslide using Hybrid Multi-Criteria Decision-Making Methods: A Case Study, Saqqez-Marivan Mountain Road. Land, 2023: 12.

Shojae Chaeikar S, Jolfaei A, Mohammad N. AI-enabled cryptographic key management model for securing communications in the Internet of Vehicles, IEEE Transactions on Intelligent Transportation Systems, 2023: 24(4), 4589-4598.

Yazdanpanah S, Shojae Chaeikar S, Jolfaei A. Monitoring the security of audio biomedical signals communications in wearable IoT healthcare. Digital Communications and Networks, 2023: 9, 393-399.

Deng N, Li Y, Ma J, Shahabi H, De Oliveira G, Shojae Chaeikar S. A Comparative Study for Landslide Susceptibility Assessment Using Machine Learning Algorithms Based on Grid Unit and Slope Unit. Frontiers in Environmental Science, 2022.

Karamizadeh S, Shojae Chaeikar S, Jolfaei A. Adult Content Image Recognition by Boltzmann Machine Limited and Deep Learning. Evolutionary Intelligence, 2022.

Shojae Chaeikar S, Ahmadi A, Karamizadeh S, Shoja Chaeikar N. SIKM – an intelligent cryptographic key management framework. Open Computer Science, 2022: 12(1), 17-26.

Shojae Chaeikar S, Tadayon M H, Jolfaei A, Alizadeh M. An intelligent cryptographic key management model for secure communications in distributed industrial intelligent systems. International Journal of Intelligent Systems. 2021: 37 (12), 10158-10171.

Shojae Chaeikar S, Yazdanpanah S, Shoja Chaeikar N. Secure SMS transmission based on social network messages. International Journal of Internet Technology and Secured Transactions. 2021: 11(2):176-92.

Shojae Chaeikar S, Manaf AA, Alarood AA, Zamani M. PFW: polygonal fuzzy weighted - an SVM kernel for the classification of overlapping data groups. Electronics. 2020: 9, 615.

Shojae Chaeikar S, Ahmadi A. Ensemble SW image steganalysis: a low dimension method for LSBR detection. Signal Processing: Image Communication. 2019:70: 233-245.

Shojae Chaeikar S, Zamani M, Manaf AB, Zeki AM. PSW statistical LSB image steganalysis. Multimedia Tools and Applications. 2018:77(1):805-835.

Yazdanpanah S, Shojae Chaeikar S. Secure SMS Method Based on Social Networks. International Journal of Scientific Research in Science, Engineering and Technology. 2016: 2(6): 368-376.

Alizadeh M, Hassan WH, Zamani M, Khodadadi T, Shojae Chaeikar S. A prospective study of mobile cloud computing. International Journal of Advancements in Computing Technology. 2013;5(11):198-210.

Shojae Chaeikar S, Zamani M, Chukwuekezie CS, Alizadeh M. Electronic Voting Systems for European Union Countries. Journal of Next Generation Information Technology. 2013 Jul 1;4(5):16.

Mazdak Z, Azizah BA, Shahidan MA, Shojae Chaeikar S. Mazdak technique for PSNR estimation in audio steganography. Applied Mechanics and Materials. 2012:1(229): 2798-2803.

Shojae Chaeikar S, Jafari M, Taherdoost H, Kar NS. Definitions and criteria of CIA security triangle in electronic voting system. International Journal of Advanced Computer Science and Information Technology. 2012 Oct;1(1):14-24.

Yazdanpanah S, Shojae Chaeikar S. IKM-based Security Usability Enhancement Model. IRACST-International Journal of Computer Science and Information Technology & Security (IJCSITS). 2012 Aug(4).

Taherdoost H, Sahibuddin S, Namayandeh M, Jalaliyoon N, Kalantari A, Shojae Chaeikar S. Smart card adoption model: Social and ethical perspectives. Science. 2012 Aug;3(4).

Zamani M, Abdul Manaf AB, Zeidanloo HR, Shojae Chaeikar S. Genetic substitution-based audio steganography for high capacity applications. International Journal of Internet Technology and Secured Transactions. 2011 Jan 1;3(1):97-110.

Zeidanloo HR, Manaf AB, Ahmad RB, Zamani M, Shojae Chaeikar S. A proposed framework for P2P Botnet detection. International Journal of Engineering and Technology. 2010 Apr 1;2(2):161.

Manaf AB, Zamani M, Ahmad RB, Jaryani F, Taherdoost H, Shojae Chaeikar S, Zeidanloo HR. Genetic Audio Steganography. International J. of Recent Trends in Engineering and Technology. 2010 May;3(2).

Zamani M, Manaf AA, Ahmad R, Jaryani F, Taherdoost H, Shojae Chaeikar S, Zeidanloo HR. A novel approach for genetic audio watermarking. Journal of Information Assurance and Security. 2010;5:102-11.

University

Position

Year

Activity

Sydney International School of Technology and Commerce

Senior lecturer

Casual academic

Nov 2023 – present

March 2023 – Nov 2023

Taught units: cybersecurity, fundamentals of cybersecurity, Ethical hacking, digital forensics

Monash University

Melbourne, Australia

Sessional academic

(online)

May 2021 – present

Taught units: information and computer security, fundamentals of artificial intelligence, software and network security, Java programming

Australian Institute of Higher Education

Sydney, Australia

Senior lecturer

Aug 2022 – Nov 2023

Taught units: information systems Security, information systems networking essentials, digital forensics, enterprise systems

Macquarie University

Sydney, Australia

Sessional academic

July 2021 – Nov 2021

Taught units: data privacy and information security

Iranians University

Tehran, Iran

Lecturer

Sep 2016 – Feb 2021

Taught units: fundamentals of secure computing, e-commerce security, seminar, training, project of expertise, and master thesis (supervisor)

Azad University

Tehran, Iran

Lecturer

Feb 2008 – Sep 2020

Master thesis supervisor,
  Sep 2016 – Sep 2020

Taught units: computer programming, application of computer in training management, computer and its application in management,

  Sep 2010 – Jan 2011

Taught units: database lab, OS Lab,
Feb 2008 – June 2008

University of Technology Malaysia

Kuala Lumpur, Malaysia

Teaching assistant

Feb 2013 – Feb 2015

Teaching Assistant; taught units: enterprise information assurance, and security architecture and models

University

Role

Australian Institute of Higher Education

Sydney, Australia

Scholarship Committee Member

July 2023 – Nov 2023

Iranians University

Tehran, Iran

Head of Scholarship Committee

Sep 2018 – Nov 2020

TeacherBird Ivs

Copenhagen, Denmark

Company Director (e-learning industry)

Jul 2015 – Mar 2017

Associate Supervisor

[۱]   Associate Supervisor at Macquarie University, Oct 2021 – Feb 2022

Principal Supervisor

[۱]   Abbas Mirzaei, (graduation: Sep 2017). Identifying potentials of bank customers using systematic data mining. IAU University.

[۲]   Maryam Heidary, (graduation: Sep2017). Classifying Twitter's Persian tweets using support vector machines and optimized genetic algorithms. IAU University.

[۳]   Ali Mir Kalantar, (graduation: Jan 2018). Image Watermarking with Pixel Recovery based on Reversible Cellular Automata. IAU University.

[۴]   Anna Ezzati, (2017). Securing medical information using key management protocol in wireless body networks. IAU University.

[۵]   Aram Ghalavand, (2017). Enhancing privacy protection knowledge of social network users. IAU University.

[۶]   Nazila Baghalzadeh, (2017). Optimizing security of RSA key exchange among new nodes in Internet of Things. IAU University.

[۷]   Jalal Khodabandeloo, (Sep. 2019). Discovering cloud DDOS attacks based on Binomial distribution alerts quality control diagram. IAU University.

[۸]   Behruz Pedramipour, (2021). Speech steganalysis based on the ratio of identical signals of sliding window in audio channels. IU University.

[۹]   Mohammad Motamedi, (2021). Identifying effective factors on customer trust in e-commerce and proposing an optimum model using data mining. IAU University.

[۱۰]           Arezoo Begmohammadi, (2021). Identification, analysis and ranking of factors influencing the design of a secure information technology portfolio based on the ISMS standard using the MADM-AHP method in Iranian organizations. IU University.

Examiner

[۱]   Soraya Heidari, using RSC method for face recognition based on a single sample photo, 23 Aug 2018, IAU University.

[۲]   Mosayeb Garavand, preventing distributed denial of service attacks in cloud using software defined networks, 23 Aug 2018, IAU University.

[۳]   Ataollah Beiranvand, detecting driver drowsiness based on facial expressions on the road, 23 Aug 2018, IAU University.

[۴]   Fereshteh Ghaed Rahmati, analyzing accuracy of fingerprint recognition techniques by extracted common characteristics and neural networks, 24 Aug 2018, IAU University.

[۵]   Zahra Ahmadi, viral marketing in online social networks, 24 Aug 2018, IAU University.

[۶]   Mojtaba Azizi, detecting depression probability by data mining and deep learning, 25 Aug 2018, IAU University.

[۷]   Farzad Asadiani Fard, optimizing efficiency of mobile augmented reality (MAR) devices through network data transmission management, 25 Aug 2018, IAU University.

[۸]   Fatemeh Arabgol, DGA Botnet Detection based on machine learning techniques using DNS Query, Mar 2019. IU University.

[۹]   Mohammad Tahernia, evaluation of implementing MPLS with label switching in software-defined networks, Mar 2019. IU University.

[۱۰]   Negin Sadat Nourbakhsh, Android Mobile Device Forensics for Digital Legal Evidences Gathering, Aug 2019. IU University.

Awards, Prizes and Fellowships

Teaching Recognition Award

QS Ranking 2023: 42

Monash University

June 2023

Teaching “Information and Computer Security” unit

Research fellow

QS Ranking 2021: 214

Macquarie University

May 2021 – Nov 2021

Cybersecurity researcher

Postdoctoral research fellow

K. N. Toosi University of Technology, Iran

Apr 2017 – Apr 2018

Cybersecurity researcher

۱st Runner Up Award, International Workshop on AI-Enabled Policing and Law Enforcement, IEEE EDOC conference, October 25th -26th 2021, Gold Coast, Australia.

Best presentation award, the 10th International Conference on Computer Modeling and Simulation, January 8th-10th 2018, Sydney, Australia.