Dr. Sajedul Talukder
Dr. Sajedul Talukder
Assistant Professor
Director, Security and Privacy Enhanced Machine Learning Lab
Engineering A0407, School of Computing
Southern Illinois University
(618) 453-6059
sajedul.talukder@siu.edu
[Curriculum Vitae]
Witty Quote

“Companies spend millions of dollars on firewalls, encryption, and secure access devices, and its money wasted; none of these measures address the weakest link in the security chain.” – Kevin Mitnick

Selected Publications
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Dissertation/Theses

  • Sajedul Talukder, “Detection and Prevention of Abuse in Online Social Networks”, FIU Electronic Theses and Dissertations. 4026, March 2019. Available at : digitalcommons.fiu. [pdf]

  • Sajedul Talukder, “Security Issues and Protection Mechanisms of IP Mobility Protocols”, Bangladesh University of Engineering and Technology (BUET), July 2014.

Book and Book Chapter

  • Sajedul Talukder, “GPU-based Medical Image Segmentation: Brain MRI Analysis Using 3D Slicer”, Book Chapter in Artificial Intelligence Applications for Health Care, CRC Press, Taylor & Francis Group, USA, 2022. Available at : taylorfrancis.com.

Refereed Journal Papers

  • Sajedul Talukder, Abdur Shahid, “Defending Personality Prediction Attack in Handwriting Recognition-based Systems Using a Local Differentially Private AI Framework”, Current Research in Behavioral Sciences (Elsevier), Jan 2022., February 2022. [Under review]

  • Md. Faruk Hossen, Refatul Fahad, Sajedul Talukder, “AiPsych: A Mobile Application-Based Artificial Psychiatrist for Predicting Mental Illness and Recovery Suggestions Among Students”, International Journal of Artificial Intelligence & Applications (IJAIA), Vol. 13, No. 2, Mar 2022. [pdf]

  • Sajedul Talukder, Md. Faruk Hossen, “CovFilter: a low-cost portable device for the prediction of COVID-19 for resource-constrained rural communities”, International Journal of Artificial Intelligence & Applications (IJAIA), Vol. 13, No. 2, Mar 2022. [pdf]

  • Abu S. Shonchoy, Khandker S. Ishtiaq, Sajedul Talukder, Nasar U. Ahmed, Rajiv Chowdhury, “A novel index-based decision support toolkit for safe reopening following a generalized lockdown in low and middle-income countries”, Nature Scientific Reports, June 2021. DOI: nature.com/articles/s41598-021-93415-1. [pdf] [Impact factor: 4.576]

  • Sajedul Talukder, Bogdan Carbunar, “A Study of Friend Abuse Perception in Facebook”, ACM CHI Conference on Human Factors in Computing Systems (CHI Journals), May 2021. Link: chi2021.acm.org/. [video] [Top HCI Venue]

  • Sajedul Talukder, Bogdan Carbunar, “A Study of Friend Abuse Perception in Facebook”, ACM Transactions on Social Computing (ACM TSC), Vol. 3, No. 4, September 2020. DOI: 10.1145/3408040. [pdf]

  • Sajedul Talukder, Md. Iftekharul Islam Sakib, Zahidur Talukder, “Giving Up Privacy For Security: A Survey On Privacy Trade-off During Pandemic Emergency”, International Journal on Cryptography and Information Security (IJCIS), Vol. 10, No. 3, September 2020. DOI: ijcis.2020.10301. [pdf] [World Pandemic Research Network]

  • Sajedul Talukder, Zahidur Talukder, “A Survey on Malware Detection and Analysis Tools”, International Journal of Network Security & Its Applications (IJNSA), Vol. 12, No. 2, March 2020. Available at : aircconline.com. [pdf]

Refereed Conference Papers

  • Md. Monirul Islam, Mostafizur Rahman and Sajedul Talukder, “A Smart framework for Contractual Agriculture”, International Conference on Agriculture and Artificial Intelligence (ICAAI), Feb 2022. [Under review]

  • Sajedul Talukder, Nestor Hernandez, Mozhgan Azimpourkivi and Bogdan Carbunar, “User Awareness and Defenses Against Sockpuppet Friend Invitations in Facebook”, In proceedings of the ACM/SIGAPP Symposium on Applied Computing (ACM SAC), Apr 2022. [pdf]

  • Sajedul Talukder, Riley Vaughn, “A Template for Alternative Proof of Work for Cryptocurrencies”, In proceedings of the IEEE International Conference on Smart Generation Computing, Communication and Networking (IEEE SMARTGENCON), October 2021. IEEE Xplore Digital Library, DOI: 10.1109/SMARTGENCON51891.2021.9645773. [pdf]

  • Abdur Shahid, Sajedul Talukder, “Evaluating Machine Learning Models for Handwriting Recognition-based Systems under Local Differential Privacy”, In proceedings of the IEEE International Conference on Innovations in Intelligent Systems and Applications Conference (IEEE ASYU), October 2021. IEEE Xplore Digital Library, DOI: 10.1109/ASYU52992.2021.9598983. [pdf]

  • Sajedul Talukder, Neil Noyes, “Analyzing Brain Tumor MRI to Demonstrate GPU-based Medical Image Segmentation”, In proceedings of the 37th ACM CCSC Eastern Conference (ACM CCSC), October 2021. [pdf]

  • Abdur Shahid, Sajedul Talukder, “A Study of Differentially Private Machine Learning in Healthcare”, In proceedings of the IEEE International Conference on Innovations in Intelligent Systems and Applications Conference (IEEE ASYU), October 2021. IEEE Xplore Digital Library, DOI: 10.1109/ASYU52992.2021.9598991. [pdf]

  • Sajedul Talukder, Abdur Shahid, “Applying Local Differential Privacy in Handwriting Recognition-based Systems”, In proceedings of the 37th ACM CCSC Eastern Conference (ACM CCSC), October 2021. [pdf]

  • Sajedul Talukder, Abdur Shahid, “Enhancing Alternative Proof of Work for Cryptocurrencies Using Machine Learning”, In proceedings of the 37th ACM CCSC Eastern Conference (ACM CCSC), October 2021. [pdf]

  • Abdur Shahid, Sajedul Talukder, “Privacy-Preserving Activity Recognition from Sensor Data”, In proceedings of the 37th ACM CCSC Eastern Conference (ACM CCSC), October 2021. [pdf]

  • Abdur Shahid, Sajedul Talukder, “Evaluation of Privacy-Preserving Logistic Regression and Naive Bayes Classifiers in Healthcare”, In proceedings of the 37th ACM CCSC Eastern Conference (ACM CCSC), October 2021. [pdf]

  • Sajedul Talukder, “Towards Understanding Privacy Trade-off In An Epidemic”, In proceedings of the 36th ACM CCSC Eastern Conference (ACM CCSC), October 2020. [pdf]

  • Abu S. Shonchoy, Khandker S. Ishtiaq, Sajedul Talukder, Rajiv Chowdhury, Nasar U. Ahmed, “Large-Scale Reopening during COVID-19 Pandemic: An Index-based Decision Making for Resource-limited Countries”, The Global Health Conference of the Americas (GHC), October 2020. [pdf] [YouTube]

  • Sajedul Talukder, “Privacy and Security Vulnerabilities in Health Care Infrastructure Mobile Technology”, In proceedings of the 36th ACM CCSC Eastern Conference (ACM CCSC), October 2020. [pdf]

  • Riley Vaughn, Sajedul Talukder, “A Template for Useful Proof of Work”, In proceedings of the 36th ACM CCSC Eastern Conference (ACM CCSC), October 2020. DOI: 10.5555/3447080.3447124.

  • Sajedul Talukder, “Tools and Techniques for Malware Detection and Analysis”, Semantic Scholar, February 2020. Available at : semanticscholar.org. [pdf]

  • Sajedul Talukder, Bogdan Carbunar, “AbuSniff: Automatic Detection and Defenses Against Abusive Facebook Friends”, Proceedings of the 12th International Conference on Web and Social Media (AAAI ICWSM), June 2018. Available at : aaai.org. [pdf] [acceptance rate=16%]

  • Sajedul Talukder, Bogdan Carbunar, “When Friend Becomes Abuser: Evidence of Friend Abuse in Facebook”, In proceedings of the 9th ACM Conference on Web Science (ACM WebSci), June 2017. DOI: 10.1145/3091478.3098869. [pdf]

  • Sajedul Talukder, Md. Iftekharul Islam Sakib, Md. Faruk Hossen, Zahidur Rahim Talukder, Md. Shohrab Hossain, “Attacks and Defenses in Mobile IP: Modeling with Stochastic Game Petri Net”, In proceedings of the IEEE International Conference on Current Trends in Computer, Electrical, Electronics and Communication (IEEE ICCTCEEC), September 2017. IEEE Xplore Digital Library, DOI: 10.1109/CTCEEC.2017.8455118. [pdf]

  • Sajedul Talukder, Md. Iftekharul Islam Sakib, Zahidur Rahim Talukder, Upoma Das, Arnob Saha and Nur Sultan Nazar Bayev, “USenSewer: Ultrasonic Sensor and GSM-Arduino Based Automated Sewerage Management”, In proceedings of the IEEE International Conference on Current Trends in Computer, Electrical, Electronics and Communication (IEEE ICCTCEEC), September 2017. IEEE Xplore Digital Library, DOI: 10.1109/CTCEEC.2017.8455169. [pdf]

  • Sajedul Talukder, “AbuSniff: An Automated Social Network Abuse Detection System”, In proceedings of the 35th ACM CCSC Eastern Conference (ACM CCSC), October 2019. DOI: 10.5555/3381569.3381601. [pdf]

  • Sajedul Talukder, Md. Iftekharul Islam Sakib, Md. Mustafizur Rahman, “Digital Land Management System : A new initiative for Bangladesh”, In proceedings of the 1st IEEE International Conference on Electrical Engineering and Information & Communication Technology (IEEE ICEEICT), April 2014. IEEE Xplore Digital Library, DOI: 10.1109/ICEEICT.2014.6919031. [pdf] [Best Paper Award]

  • Sajedul Talukder, Md. Iftekharul Islam Sakib, Md. Mustafizur Rahman, “Model for E-Government in Bangladesh: A Unique ID Based Approach”, In proceedings of the 3rd IEEE International Conference on Informatics, Electronics & Vision (IEEE ICIEV), May 2014. IEEE Xplore Digital Library, DOI: 10.1109/ICIEV.2014.7136000. [pdf]

Workshops and Posters

  • Sajedul Talukder, Md. Iftekharul Islam Sakib, Md. Faruk Hossen and Md. Shohrab Hossain, “Security Issues and Protection Mechanisms of IP Mobility Protocols”, Workshop on Mobile Computing and Human Computer Interaction (WMCHCI), January 2014, Dhaka, Bangladesh.

  • Sajedul Talukder, Md. Iftekharul Islam Sakib, Md. Faruk Hossen and Md. Shohrab Hossain, “Investigations of IP Mobility Protocols: A Petri Game Net Approach”, Workshop on Design and Implementation of Emerging Computing Systems (WECS), September 2013, Dhaka, Bangladesh.

Technical Report

  • Sajedul Talukder, Shalisha Witherspoon, Kanishk Srivastava and Ryan Thompson, “Mobile Technology in Healthcare Environment: Security Vulnerabilities and Countermeasures”, School of Computing and Information Sciences, Florida International University, 2018. Available at : semanticscholar.org. [pdf]

Work in Progress

  • Sajedul Talukder, Bogdan Carbunar, “FLock: Friend Lock for Strangers and Abusers to Reduce Social Networking Risks in Facebook”, In preparation.

  • Sajedul Talukder, Md. Iftekharul Islam Sakib, Md. Faruk Hossen and Md. Shohrab Hossain, “A Study of Attacks and Defenses of IP Mobility Protocols”, In preparation.

  • Sajedul Talukder, Md. Iftekharul Islam Sakib, and Md. Shohrab Hossain, “Secured Traffic Management Using Wireless Sensor Networks: Using RFID in Non-lane Road Intersections”, In preparation.

Few Recent Citations

  • Vehicle Blind Spot Monitoring Phenomenon using Ultrasonic Sensor. [pdf]

  • Metamorphic Malware Identification Using Engine-specific Patterns Based Onco-opcode Graphs. [pdf]

  • A WSN-based Monitoring System to Control Sewerage. [pdf]

  • Popularity-Based Detection of Malicious Content in Facebook Using Machine Learning Approach. [pdf]

  • IOT Based Early Warning System to Detect Blockage in Sewer Pipeline System in High Rise Building. [pdf]

  • At the Lower End of Language - Exploring the Vulgar and Obscene Side of German. [pdf]

  • Multi-channel Approach Towards Digitizing the Land Management System of Bangladesh. [pdf]

  • Analyzing and learning the language for different types of harassment. [pdf]

  • Sewage Sludge Removal Method Through Arm-Axis by Machine Robot. [pdf]

  • Rural Land Management In Bangladesh: Problems And Prospects. [pdf]