Rajendra Raj Headshot

Rajendra Raj

Professor

Department of Computer Science
Golisano College of Computing and Information Sciences
rkr@cs.rit.edu
585-475-2595
Office Location
GOL-3619
Office Mailing Address
Department of Computer Science Rochester Institut

Rajendra Raj

Professor

Department of Computer Science
Golisano College of Computing and Information Sciences

Education

B.Tech. in Electrical Engineering, IIT Madras, India; MS in Computer Science, University of Tennessee, Knoxville; Ph.D. in Computer Science, University of Washington, Seattle.

rkr@cs.rit.edu
585-475-2595
Personal Links
Personal Website
Areas of Expertise
Computing Education
Cybersecurity
Data Science
Security and Privacy

Select Scholarship

Journal Paper
Simha, Rahul, Amruth N. Kumar, and Rajendra K. Raj. "Undergraduate Computer Science Curricula." Communications of the ACM 67. 2 (2024): 29-31. Print.
Romanowski, Carol, et al. "Regional Response to Large-scale Emergency Events: Building on Historical Data." International Journal of Critical Infrastructure Protection 11. (2015): 12-21. Print.
Etlinger, Henry A. and Rajendra K. Raj. "An Approach to Engaging Students in the Assessment Process." The Newsletter of the Assessment Network of New York 3. 3 (2014): 3-4. Web.
Published Conference Proceedings
Kumar, Amruth N. and Rajendra K. Raj. "Computer Science Curricula 2023 (CS2023): The Final Report." Proceedings of the SIGCSE 2024: 55th ACM Technical Symposium on Computer Science Education V. 2. Ed. Lina Battestilli, Samuel A. Rebelsky, and Libby Shoop. New York, NY: Association for Computing Machinery, 2024. Print.
Blair, Jean R. S., et al. "Infusing Principles and Practices for Secure Computing Throughout an Undergraduate Computer Science Curriculum." Proceedings of the ACM ITiCSE '20, Trondheim, Norway. Ed. NA. New York, NY: ACM, 2020. Print.
Raj, Rajendra K., et al. "High Performance Computing Education: Current Challenges and Future Directions." Proceedings of the ITiCSE-WGR '20, Trondheim, Norway. Ed. NA. New York, NY: Association for Computing Machinery, 2020. Print.
Alnemari, Asma, et al. "Protecting Personally Identifiable Information (PII) in Critical Infrastructure Data Using Differential Privacy." Proceedings of the 2019 IEEE International Symposium on Technologies for Homeland Security (HST 2019). Ed. John Aldridge, Rich Moro, and Arash Samani. Waltham, MA: IEEE, 2019. Print.
Mishra, Sumita, et al. "CyberCSP: Integrating Cybersecurity into the Computer Science Principles course." Proceedings of the 2017 IEEE Frontiers in Education Conference (FIE 2017). Ed. Melany Ciampi, et al. Indianapolis, IN: IEEE, 2017. Print.
Raj, Rajendra K, John Impagliazzo, and Allen Parrish. "Perspectives on the Future of Cybersecurity Education." Proceedings of the 2017 IEEE Frontiers in Education Conference (FIE 2017). Ed. Melany Ciampi, et al. Indianapolis, IN: IEEE, 2017. Print.
Raj, Rajendra K., et al. "Rebooting Information Technology Programs." Proceedings of the Proceedings of the 18th Annual ACM Conference on Information Technology Education. Ed. Tom Ayers and Dan Bogaard. Rochester, NY: ACM, 2017. Print.
Ekstrom, Joseph J, et al. "Information Technology as a Cyber Science." Proceedings of the Proceedings of the 18th Annual ACM Conference on Information Technology Education. Ed. Tom Ayers and Dan Bogaard. Rochester, NY: ACM, 2017. Print.
Alnemari, Asma, Carol Romanowski, and Rajendra K. Raj. "An Adaptive Differential Privacy Algorithm for Range Queries over Healthcare Data." Proceedings of the 2017 IEEE International Conference on Healthcare Informatics (ICHI 2017). Ed. Hiroshi Nakajima, Mollie Cummins, and Gerrit Meixner. Park City, UT: IEEE, 2017. Print.
Schneider, Jennifer, et al. "Building Forward: Strategic Community Resilience." Proceedings of the 2017 IEEE International Symposium on Technologies for Homeland Security (HST 2017). Ed. Gerald R. Larocque. Boston, MA: IEEE, 2017. Print.
Raj, Rajendra K., et al. "Modeling Threats: Insider Attacks on Critical Infrastructure Assets." Proceedings of the 2017 IEEE International Symposium on Technologies for Homeland Security (HST 2017). Ed. Gerald R. Larocque. Boston, MA: IEEE, 2017. Print.
Alshehri, Suhair, Sumita Mishra, and Rajendra K. Raj. "Using Access Control to Mitigate Insider Threats to Healthcare Systems." Proceedings of the 2016 IEEE International Conference on Healthcare Informatics (ICHI),. Ed. Wai-Tat Fu, et al. Chicago, IL: IEEE, 2016. Print.
Mishra, Sumita, et al. "A Modular Approach to Teaching Critical Infrastructure Protection Concepts to Engineering, Technology and Computing Students." Proceedings of the 2016 IEEE Frontiers in Education Conference (FIE). Ed. Steve Frezza and Dipo Onipede. Erie, PA: IEEE, 2016. Print.
Schneider, Jennifer, et al. "Mapping a Community Resilience Management System: Building Operational Knowledge." Proceedings of the 2016 IEEE Symposium on Technologies for Homeland Security (HST). Ed. Lance Fiondella and Kenneth Crowther. Boston, MA: IEEE, 2016. Print.
Romanowski, Carol, et al. "Response and Recovery: A Quantitative Approach to Emergency Management." Proceedings of the 2016 IEEE Symposium on Technologies for Homeland Security (HST). Ed. Lance Fiondella and Kenneth Crowther. Boston, MA: IEEE, 2016. Print.
Romanowski, Carol, et al. "A Multidisciplinary Predictive Model for Managing Critical Infrastructure Disruptions." Proceedings of the Critical Infrastructure Protection X: 10th IFIP WG 11.10 International Conference, ICCIP 2016. Ed. Mason Rice and Sujeet Shenoi. Arlington, VA: Springer International Publishing, 2016. Print.
Liu, Xumin, et al. "Incorporating Service-Oriented Programming into the Computer Science Curriculum." Proceedings of the 2016 ASEE Annual Conference & Exposition. Ed. N/A. New Orleans, LA: ASEE, 2016. Print.
Romanowski, Carol, et al. "Regional Response to Large Scale Emergency Events: Building on Historical Data." Proceedings of the Ninth Annual IFIP WG 11.10 International Conference on Critical Infrastructure Protection. Ed. Sujeet Shenoi and Mason Rice. Arlington, VA: n.p., 2015. Print.
Mishra, Sumita, et al. "On Building Cybersecurity Expertise in Critical Infrastructure Protection." Proceedings of the 2015 IEEE International Symposium on Technologies for Homeland Security (HST 2015). Ed. Gerald Larocque and Mike French. Boston, MA: IEEE, 2015. Web.
Schneider, Jennifer, et al. "Measurement of Locality Specific Resilience." Proceedings of the 2015 IEEE International Symposium on Technologies for Homeland Security (HST 2015). Ed. Gerald Larocque and Mike French. Boston, MA: IEEE, 2015. Web.
Alshehri, Suhair, Sumita Mishra, and Rajendra K. Raj. "Insider Threats and Access Control in e-Health Systems." Proceedings of the 16th IEEE International Conference on E-health Networking, Application & Services, Natal, Brazil. October 2014. Ed. Augusto Venancio Neto and Jose Neuman de Souza. New York, NY: IEEE, 2014. Print.
Etlinger, Henry A. and Rajendra K. Raj. "Putting the 'Student' in Student Learning Outcomes [poster]." Proceedings of the Assessment Network of New York's Second Annual Conference (Using Assessments to Drive Improvement - Practical Applications from the Field). Ed. Raymond Galinski and Susan Parry. Rochester, NY: n.p., Print.
Romanowski, Carol J, et al. "Information Management and Decision Support in Critical Infrastructure Emergencies at the Local Level." Proceedings of the 2013 IEEE International Conference on Technologies for Homeland Security. Ed. Israel Soibelman. Boston, MA: IEEE, 2013. Print.
Liu, Xumin, et al. "Teaching Service-Oriented Programming to CS and SE Undergraduate Students, Workshop." Proceedings of the 2013 IEEE Frontiers in Education Conference. Ed. Randa Shehab, Jim Sluss and Deborah Trytten. Oklahoma City, OK: IEEE, 2013. Print.
Romanowski, Carol J. and Rajendra K. Raj. "Catching the Wave: Big Data in the Classroom, Mini-workshop." Proceedings of the 2013 IEEE Frontiers in Education Conference. Ed. Randa Shehab, Jim Sluss and Deborah Trytten. Oklahoma City, OK: IEEE, 2013. Print.
Mishra, Sumita, et al. "A Curricular Framework for Critical Infrastructure Protection Education for Engineering, Technology and Computing Majors." Proceedings of the 2013 IEEE Frontiers in Education Conference. Ed. Randa Shehab, Jim Sluss and Deborah Trytten. Oklahoma City, OK: IEEE, 2013. Print.
Butler, Zack, Rajendra K. Raj, and Minseok Kwon. "Integrating Highly-capable Corobots into a Computing Curriculum." Proceedings of the 2013 IEEE Frontiers in Education Conference. Ed. Randa Shehab, Jim Sluss and Deborah Trytten. Oklahoma City, OK: IEEE, 2013. Print.
Liu, Xumin, et al. "Incorporating Service-Oriented Programming Techniques into Undergraduate CS and SE Curricula." Proceedings of the 2013 IEEE Frontiers in Education Conference. Ed. Randa Shehab, Jim Sluss and Deborah Trytten. Oklahoma City, OK: IEEE, 2013. Print.
Alshehri, Suhair and Rajendra K. Raj. "Secure Access Control for Health Information Sharing Systems." Proceedings of the IEEE International Conference on Healthcare Informatics 2013 (ICHI 2013). Ed. Carlo Combi, Zhiyong Lu and Yin-Leng Theng. Philadelphia, PA: IEEE, 2013. Print.
Bailey, Reynold J., et al. "On Providing Successful Research Experiences for Undergraduates." Proceedings of the 41st ASEE/IEEE Frontiers in Education Conference (FIE 2011). Ed. Stuart Kellogg and Jennifer Karlin. Rapid City, SD: IEEE, 2011. Print.
Romanowski, Carol J., Rajendra K. Raj, and S. Manian Ramkumar. "Successful Practices for Online Computing, Engineering, and Technology Courses." Proceedings of the 41st ASEE/IEEE Frontiers in Education Conference (FIE 2011). Ed. Stuart Kellogg and Jennifer Karlin. Rapid City, SD: IEEE, 2011. Print.
Romanowski, Carol J., Rajendra K. Raj, and Minseok Kwon. "WIP: An Immersion Course Sequence in Mobile Web Computing." Proceedings of the 41st ASEE/IEEE Frontiers in Education Conference (FIE 2011). Ed. Stuart Kellogg and Jennifer Karlin. Rapid City, SD: IEEE, 2011. Print.
Howles, Trudy M., et al. "A Holistic, Modular Approach to Infuse Cyber Security into Undergraduate Degree Programs." Proceedings of the 6th Annual Symposium on Information Assurance (ASIA \'11), Academic Track of 14th Annual NYS Cyber Security Conference. Ed. Sanjay Goel. Albany, NY: ASIA, 2011. Print.
Raj, Rajendra K., et al. "CyberSecurity as General Education." Proceedings of the 15th Colloquium for Information Systems Security Education (CISSE),. Ed. Mark Hufe and Ronald Dodge. Fairborn, OH: n.p., 2011. Print.
Invited Article/Publication
Raj, Rajendra K. and Allen Parrish. "Toward Standards in Undergraduate Cybersecurity Education in 2018." IEEE Computer. (2018). Print.
Peer Reviewed/Juried Poster Presentation or Conference Paper
Liu, Xumin, et al. "Incorporating Service-Oriented Programming into the Computer Science Curriculum using Course Modules." Proceedings of the Envisioning the Future of Undergraduate STEM Education (EnFUSE): Research and Practice. Ed. N/A. Washington, DC: American Association for the Advancement of Science (AAAS) and the National Science Foundation's Division of Undergraduate Education.

Currently Teaching

CSCI-620
Introduction to Big Data
3 Credits
This course provides a broad introduction to the exploration and management of large datasets being generated and used in the modern world. First, practical techniques used in exploratory data analysis and mining are introduced; topics include data preparation, visualization, statistics for understanding data, and grouping and prediction techniques. Second, approaches used to store, retrieve, and manage data in the real world are presented; topics include traditional database systems, query languages, and data integrity and quality. Case studies will examine issues in data capture, organization, storage, retrieval, visualization, and analysis in diverse settings such as urban crime, drug research, census data, social networking, and space exploration. Big data exploration and management projects, a term paper and a presentation are required. Sufficient background in database systems and statistics is recommended.
CSCI-642
Secure Coding
3 Credits
This course covers concepts, principles, and practices of secure coding. It explores secure development and engineering techniques, practical defensive programming techniques, and modern tools for delivering secure programs. The role of software verification and validation, including testing and formal methods, is stressed. The course also focuses on the design of modern secure programming languages and the role of the compiler in generating defensive code. The societal need for secure programming is also highlighted. Note: Programming projects, presentations, and a research report will be required.
CSCI-652
Distributed Systems
3 Credits
An introduction to the study of distributed systems. The course covers distributed system architectures such as client-server and peer-to-peer, distributed system design issues such as communication, fault tolerance, coordination, and deadlock, distributed system middleware such as remote method invocation (RMI) and tuple space, and the theory of distributed algorithms such as logical clocks and leader election. Students will also learn about ethical and legal concerns in computing and research. Programming projects are required.

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