Center of Academic Excellence in Cyber Operations

The Center of Academic Excellence in Cyber Operation (CAE-CO) is a collaborative venture, drawing on the expertise of faculty from three UC colleges along with local industry representatives. 

The CAE-CO includes faculty from the departments of Electrical Engineering & Computer Science, Information Technology, Political Science, Criminal Justice as well as adjuncts from Northrup Grumman Xetron and GE Aviation.

UC offers a technical, interdisciplinary curriculum centered in fields such as computer science, computer engineering, information technology, political science, and criminology. Our educational offerings covers the entire cybersecurity spectrum -- human behavior and strategic policy analysis, software and network integration, algorithm development, data encryption and information security analytics.

The CAE-CO supports the government’s effort to better protect cyberspace.  “The nation increasingly needs professionals with highly technical cyber skills to help keep America safe today and to help the country meet future challenges and adapt with greater agility“ according to Dr. Stephen LaFountain, Dean of the College of Cyber at the National Security Agency.

For more on our educational training and work centered on national strategy, visit the Department of Political Science at UC McMicken College of Arts & Sciences.  

For those interested in Information Technology Cybersecurity solutions at the School of Information Technology, click here for the UC College of Education, Criminal Justice, and Human Services.  

For more on systems engineering and security at an operational systems and firmware orientation in the Department of Electrical Engineering & Computing Systems, explore the UC College of Engineering and Applied Science

Mission

Our mission is to promote a deeply technical, interdisciplinary higher education program that will produce an exceptional cadre of cybersecurity professionals with expertise in various disciplines of cyber operations related to specialized intelligence, military, and law enforcement, ultimately increasing the security of our nation.

Purpose

Increasing reliance on and complexity of computing systems, particularly large-scale distributed systems and databases, and increasing sophistication of attacking entities have made it necessary to introduce, at all levels of system design, maintenance, and administration, personnel who are highly trained in cyber operations. As examples:

  • a cyber-ops specialist working at the operational level is trained to identify procedural vulnerabilities and suggest changes to remove them,
  • a cyber-ops specialist working at the system administration level is trained to detect intrusions and attacks and prevent or limit damage that they may incur
  • a cyber-ops specialist working at the OS level is trained to analyze (reverse engineer) code to detect anomalies and malware and to develop strategies that prevent or limit damage due to such software
  • a cyber-ops specialist working at the policy level is trained to analyze and assess cyber threats and opportunities to advance the national security interests of the United States.

The CAE-CO program complements existing Centers of Academic Excellence in Information Assurance Education (CAE-IAE) and Research (CAE-R) programs, providing a particular emphasis on technologies and techniques related to specialized cyber operations (e.g., collection, exploitation, and response), to enhance the national security posture of our Nation. These technologies and techniques are critical to intelligence, military and law enforcement organizations authorized to perform these specialized operations.

The focus of our technical, interdisciplinary higher education program is to produce exceptional cybersecurity professionals with expertise in various disciplines of cyber operations related to specialized intelligence, military, and law enforcement — ultimately increasing the security of our nation.

Why Cyber at UC?

  • Training that covers security and safety principles applicable to all operational and system levels and foundations to build specific secure systems
  • Coursework that balances theory and practice and hands-on labs inspired by real-life scenarios such as attacks, defenses, mitigation and recovery aimed to draw students deeply into cyber operations
  • Technical faculty with expertise, commitment and dedication to teach best practices in cyber and supervise coop experiences
  • Cybersecurity policy and legal issues and information technology courses taught by experts in the field and integrated into our unique multi-discipline education

Cybersecurity Options at UC

Research Experience for Teachers

John Franco led a summer Research Experience for Teachers project entitled Secure Cyberspace. Team members included one middle school math/STEM teacher, one high school math teacher, a graduate student and a high school senior in addition to the faculty mentor and academic coordinator. The outcomes of this project were:

  • The teachers learned much about systems that ensure confidentiality, authentication and message integrity
  • The teachers put together two units and four activities to be used in their STEM classes this coming academic year.

A YouTube video outlining the results of the project can be viewed at https://m.youtube.com/watch?v=6fvDOI50E1Q

This project was supported by the National Science Foundation. The project will be extended next year, details to be determined.

As a result of this project about 60 middle school students will visit the University of Cincinnati in September to attend a talk and demonstration by Jason Armstrong, SEAL for Penn State University, on cryptography. Specifically, Jason will demonstrate the operation of an Engima machine that is on loan from the National Cryptologic Museum, describe crypto puzzles suitable for motivated middle school students, and introduce the codebreaker challenge. Some of the middle school students will actually encode messages on the Enigma machine while others decrypt the messages using a java applet that was developed during the RET project mentioned above.

Summer Camp in Information Technology

Chengcheng Li completed the first summer camp of DITLE (Design-based IT Learning Experience) project which is funded by NSF ITEST program (#1433769).  Forty seven students from six local public high schools and pre-service teachers attended the 3-week camp learning essential IT skills. Cybersecurity was a major theme. Five out of the six student teams chose cybersecurity as their research projects during camp. They conducted research with the teachers and advisors. They presented their projects on the last day of the camp to the UC team and their parents. Survey data are under analysis and will be published later this year.

Cybersecurity Symposium

Chengcheng Li and Northern Kentucky University have planned a cybersecurity symposium. Li invited CS, PS, UCIT, and other cybersecurity related UC departments to the discussion. The format and the timeframe of this symposium are as yet undetermined.

Internal and External Cybersecurity News

Internal Cybersecurity News: Stay informed about our latest initiatives, updates, and best practices in cybersecurity. By accessing our internal news, students will gain deeper insights into our processes and how we safeguard our digital environment. This resource is designed to help students understand the practical applications of cybersecurity within our organization.

External Cybersecurity News: Keep up-to-date with the ever-evolving world of cybersecurity beyond our organization. Explore state-of-the-art solutions, emerging threats, and new techniques that are shaping the industry. This external news feed will help students broaden their knowledge and stay ahead in the field.

Altamira teaming with CYBER

Cyber investments are shifting towards Altamira and we are positioned to deploy advanced detection and analytic capabilities to address cyber incidents in near real time. The need to not only address but to “bake-in” cyber solutions into all facets of information technology is a necessity Altamira embraces. The advent of community-wide clouds will only become reality when trust in data and trust in data security reach a tipping point resulting in broad-based adoption of these next generation capabilities.

Altamira is at the heart of this challenge performing ground-breaking R&D and providing mission critical services to aid our country’s cyber defense, to include:

  • Support to information operations
  • Large-scale streaming analytics
  • Atomic-level security
  • Advanced penetration testing

Future cyber vision: A community cloud that provides end-to-end security factoring in biometrics, context awareness, trusted concepts and atomic-level policy decisions

Association for Computing Machinery (ACM), Student Chapter

Students of the Department of Electrical Engineering and Computer Science (EECS) are on a mission to bring new energy and focus to the UC Association for Computing Machinery (ACM) student chapter. ACM is one of the oldest and largest scientific and educational computing societies. As a national organization, ACM sponsors many computing events, such as the International Collegiate Programming Competition, and has sponsored other events like the famous chess match between Garry Kasparov and the IBM supercomputer "Deep Blue". ACM is organized into over 170 local chapters, 35 special interest groups, and over 500 collegiate chapters.

As an inclusive organization for all computing and technology majors, the chapter strives to bring quality events related to computing to the University and College.  The ACM chapter also serves to provide assistance in any way possible to student members. The organization has held several events, such as a Linux Installfest and the ICPC, Innov8 UC, and are planning more.

Each event and activity is unique in its own way and showcases the mission. For more information: http://www.ceas3.uc.edu/acm/about.

World Bank

The University of Cincinnati is currently partnering with the World Bank's Procurement Office and Integrity Vice Presidency (INT) to fight corruption, collusion, and fraud. In pursuing its mission to promote development and reduce poverty, the World Bank Group strives to ensure that Banks funds are used for their intended purpose.  The Bank Group has charged INT with the responsibility for investigating fraud and corruption in Bank Group-supported operations or activities.  The Bank Group has also charged INT with the responsibility for investigating allegations of potential misconduct against Bank Group staff.  INT assists in preventative efforts to protect Bank Group funds as well as those funds entrusted to the Bank Group from misuse and to deter fraud and corruption in Bank Group-supported operations or activities.

The Trustworthy Data Engineering Laboratory (TRUST Lab) at the University of Cincinnati is helping to fight corruption, collusion, and fraud by researching and developing new algorithms, methods, and tools to identify and disambiguate large data stores, derive insight through the use of machine learning and data science from these stores, and provide expert systems to aid human investigators in the fight against cybercrime in international procurement.

Other Industry Partners

CHEST is funded by a combination of National Science Foundation grants and Industry Partner memberships. CHEST coordinates university-based research with Industry Partner needs to advance knowledge of security, assurance, and trust for electronic hardware and embedded systems. Industry Partners support cyber security and supply chain trust through paid memberships in the CHEST Industry–University Cooperative Research Center (IUCRC). 


Research Projects

Project members: Nan Niu and Wentao Wang

Abstract:

Web applications empower people's ability to acquire information and connect with other. Meanwhile, they also attract the attentions from malicious attackers, affecting the confidentiality, integrity, or availability of critical information. Although security testing has been applied to unit and integration levels, improved approaches are needed for system-level security testing. This project is aimed at leveraging the infrastructure of ORC@UC to create a practical solution for developers and testers to perform system-level security testing of web applications. The main research objectives are to best configure the nodes of ORC@UC to maximize testing efficiency and to develop an innovative way to define sandbox-based resource constraints to quickly discover software vulnerabilities. The project outcomes include new use cases of using OCR@UC for software organizations developing and deploying web applications, as well as practical learning modules for software engineering courses at UC.

Members: Boyang Wang, Gowtham Atluri

Abstract:

Individuals and companies leverage public data services to save local storage and computation overhead. However, due to the presence of hackers, internal attacks and software errors, devastating data breaches keep happening on public servers. Leveraging traditional encryption can protect data privacy for users but disable the capability of performing machine learning algorithms on private data. In this project, we propose a secure and efficient learning scheme over users’ sensitive data. Particularly, by leveraging Ohio Cyber Range@UC, we plan to develop a lightweight scheme, where a public (or an untrusted) server can securely learn and classify sensitive data utilizing k-nearest-neighbor method without accessing users’ data in plaintext. We integrate privacy enhancing technologies, space

  • M. Guo, P. Bhattacharya, Mechanism Design in Data Replica Placement Problem in Strategic Settings, Journal of Privacy and Security (Accepted for publication). (Publisher: Taylor and Francis).
  • P. Bhattacharya, L. Yang, M. Guo, M. Yang, Learning Mobile Security with Labware, IEEE Security & Privacy, vol. 12, no. 1, pp. 69-72 (2014). (Publisher: IEEE Computer Society).
  • P. Meharia, D.P. Agrawal, The Human Key: Identification and Authentication in Wearable Devices using Gait, Special Issue on Secured Communication in Wireless and Wired Networks for the Journal of Information Privacy and Security (JIPS), 2015.
  • D.P. Agrawal, Introduction to Special Issue on Secured Communication in Wireless and Wired Networks, Journal of Information Privacy and Security (JIPS), 2015.
  • S. Vaidyanathan, S. Chakraborty, D.P. Agrawal, Efficient reorganization of a multi-hop wireless body area network, AshEse Journal of Engineering, vol. 1, no. 2, pp. 008-015, June 2015.
    Dharma P Agrawal, Secured Communication and Authentication in Wireless Sensor Networks, invited paper, International Journal of Sensors, Wireless Communications and Control, Bentham Science, 2015, vol. 5, no. 1, pp. 1-10.
  • I. Mashal, O. Alsaryrah, T.-Y. Chung, C.-Z. Yang, W.-H. Kuo, and D. P. Agrawal, Choices for Interaction with Things on Internet and Underlying Issues, Ad Hoc Networks Journal, 6 January 2015.
  • A. Prakash, D. P. Agrawal, Y. Chen, Network Coding combined with Onion Routing for Anonymous and Secure Communication in a Wireless Mesh Network, International Journal of Computer Networks & Communications (IJCNC), vol. 6, no. 6, Nov. 2014, pp. 1-14.
  • N. Weragama, J. H. Jun‎, J. Mitro, D. P. Agrawal, Modeling and Performance of a Mesh Network with Dynamically Appearing and Disappearing Femtocells as Additional Internet Gateways, IEEE Transactions on Parallel and Distributed Systems, Vol. 25, no. 5, May 2014, pp. 1278 - 1288.
  • J. H. Jun, W. Fu, and D. P. Agrawal, Impact of biased random walk on the average delay of opportunistic single copy delivery in Manhattan area, Ad Hoc & Sensor Wireless Networks, Ad Hoc and Sensor Wireless Networks, 2014, vol. 20, no. 3/4, pp. 1–28.
  • N. Niu, X. Jin, Z. Niu, J.-R. C. Cheng, L. Li, M.Y. Kataev, A Clustering-Based Approach to Enriching Code Foraging Environment, IEEE Transactions on Cybernetics, Volume:PP, Issue 99, 2015.
  • T. Bhowmik, N. Niu, W. Wang, J.-R. C. Cheng, L. Li, X. Cao, Optimal Group Size for Software Change Tasks: A Social Information Foraging Perspective, IEEE Transactions on Cybernetics, Volume PP, Issue 99, 2015.
    Y. Li, R. Dai, J. Zhang, Morphing communications of Cyber-Physical Systems towards moving-target defense, IEEE International Conference on Communications, pp. 592-598, 2014.

Conferences

  • Coleman Kane, Cyber Intelligence: Concrete Analysis in a Fluid World, at Bsides 2015, Cincinnati, Ohio, July 2015.
  • Kristin Rozier, Systers Lunch keynote speaker, at the Grace Hopper Celebration of Women in Computing (GHC 2014), Phoenix, Arizona, October 10, 2014.
  • John Franco and Vicki Baker, CISSE, Las Vegas, Nevada, June, 2015. Most significantly, participated in the NSF scholarship tutorial.
  • Eric Rozier spoke at the Corporate Law Symposium: Corporate Compliance, March 13, 2015, on the subject of security of Big Data.
  • Eric Rozier was invited speaker and panelist at the Third Biennial Meeting of the World Bank Group’s International Corruption Hunters Alliance, 2014. Talk title: Detecting Suspicious and Anomalous Activities in Award Patterns.
  • Eric Rozier was keynote speaker at the International Foreign Bribery Taskforce Operational Meeting of May 20, 2015. The FBI was the host.
  • Chengcheng Li attended the NICE (National Initiative For Cybersecurity Education) conference in Washington, D.C. This conference is primarily a professional networking event that discusses National Cybersecurity Workforce Framework and educational opportunities. It’s funded by NSF and NSA.
  • Chengcheng Li attended a 3-day SEED (SEcurity EDucation) workshop in Syracuse, New York. This is an NSF funded workshop that develops and disseminates cybersecurity education materials.
  • Chengcheng Li attended a 6-week Cybersecurity Summer Research Workshop in New York City. This is another NSF funded workshop that teams college faculty with NYU’s cybersecurity faculty, allowing college faculty to learn, observe, and participate in ongoing research projects. We created a team with NYU faculty and the US Secret Service, conducting email forensics. Three research papers may come out of this activity within the next 6 months. During the workshop, we also formed long-term collaboration teams to conduct research on cybersecurity education and writing NSF grant proposals.
  • W. You, K. Qian, M.Guo, P.Bhattacharya. A hybrid approach for mobile security threat analysis, 8th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WISEC 2015): 28, New York City, June 2015.
  • W. You, K. Qian, D. Lo P.Bhattacharya, Y. Qian. Web Service-enabled Spam Filtering with Naïve Bayes Classification, IEEE Big Data Service Conference, 2015. San Francisco.
  • D. Lo, K. Qian, W. Chen, T. Rogers, P.Bhattacharya, J. Chern, A Hands-On Learning Labware Design of Defensive Programming on Mobile Application Development, IEEE Integrated STEM Education Conference, 2015, Princeton, NJ.
  • H. Chun, Y. Elmehdwi, F. Li, P. Bhattacharya, J. Wei, Outsourceable two-party privacy-preserving biometric authentication, 9th acm symposium on information, computer and communication security (asiaccs), kyoto, japan, june 2014, pp. 401-412.
  • M. Guo, P. Bhattacharya, C.T.D. Lo, X. He, Enhancing the Information Assurance and Security (IAS) in CS Education with Mobile-device based Hands-on Labs, 19th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, p. 343 June 2014, Uppsala, Sweden.
  • M. Guo, P. Bhattacharya, C.T.D. Lo, X. He, Problem Solving Hands-on Labware for Teaching Big Data Cybersecurity Analysis, World Congress on Engineering and Computer Science (WCECS'14), San Francisco, October 2014, vol. 1, pp. 344-348.
  • M. Guo, P. Bhattacharya, Diverse virtual replicas for improving intrusion tolerance in the cloud, 9TH Cyber and Information Security Research Conference, Oak Ridge, TN, pp. 41-44, April 2014.
  • P. Meharia, D. P. Agrawal, The Able Amble: Gait Recognition using Gaussian Mixture Model for Biometric Applications, International Workshop on Future Information Security, Privacy and Forensics for Complex Systems (FISP-2015), in conjunction with 12th ACM International Conference on Computing Frontiers (CF-2015), Ischia, Italy, May 18-21, 2015.
  • A. Mishra and D. P. Agrawal, Continuous Health Condition Monitoring by 24x7 Sensing and Transmission of Physiological data over 5-G Cellular Channels, Invited Paper, International Conference on Computing, Networking and Communications, (ICNC 2015) Anaheim, California, USA, Feb. 16-19, 2015, pp. 584-590.
  • A. G. Krishnamurthy, J. Jun, D. P. Agrawal, Temperature gradient search for temperature-aware routing in Bio-medical Sensor networks, 9th International Conference on Body Area Networks, September 29–October 1, 2014, London, Great Britain.
  • M. Stockman, R. Heile, A. Ren, An Open-Source Honeynet System to Study System Banner Message Effects on Hackers, ACM/SIGITE Research in IT Conference ‘15 Proceedings and the ACM Digital Library, 2015.
  • M. Stockman, Insider Hacking: Applying Situational Crime Prevention to a New White-Collar Crime, ACM/SIGITE Research in IT Conference ‘14 Proceedings and the ACM Digital Library, 2014.

Grants

  • NSF Award Number: 1241651, Collaborative Project: Capacity Building in Mobile Security Through Curriculum and Faculty Development, Li Yang, University of Tennessee Chattanooga (PI), Prabir Bhattacharya, University of Cincinnati (Co-PI), program officer: R. Corby Hovis, 2012-2015, renewable with new proposal.
  • NSF Award Number: 1244697, Collaborative Research: Real World Relevant Security Labware for Mobile Threat Analysis and Protection Experience, Prabir Bhattacharya, University of Cincinnati (PI), John Franco, University of Cincinnati (Co-PI), Yi Pan, Georgia State University (Co-PI), Southern Kai Qian, Polytechnic State University (Co-PI), program officer: Valerie Barr, 2013-2016, renewable with new proposal.
  • NASA Aeronautics Research Institute (NARI), Efficient Reconfigurable Cockpit Design and Fleet Operations using Software Intensive, Networked and Wireless Enabled Architecture (ECON), Eric Rozier (Co-I), 2015-2016. Work will develop secure and trustworthy methods for communication in wireless and cloud enabled cockpit systems during aircraft operation.
  • World Bank, Development of an Entity Resolution Methodology for the World Bank Group, Eric Rozier, University of Cincinnati (PI), 2015-2016. Work will help fight corruption in large-scale multi-national procurement by identifying patterns that are predictive of collusion, corruption, and fraud.
  • NSA Laboratory for Telecommunication Science, Early Response to Attack Vectors Using Low Confidence Indicators, with Coleman Kane, submitted.
  • NSF Award Number: 1404766, Challenge-Based Learning and Engineering Design Process: Enhanced Research Experiences for Middle and High School In-Service Teachers, Project 6: Secure Cyberspace, 2015-2016.
  • Faculty Development Funds, Interdisciplinary Cybersecurity Program of Applied Learning and Research, Richard Harknett (Principal) with Mark Stockman, Joe Nedelec and John Franco.
  • Ohio Board of Regents Equipment Grant for IT Workforce Development, Chengcheng Li. The grant was completed this summer. Most of the funding was used to set up remote cybersecurity labs and purchasing security software.
  • NSF Award Number: 1440420, SI2-SSE: Scalable Big Data Clustering by Random Projection Hashing, Phillip Wilsey, University of Cincinnati (PI), 2014-2017. Random Projection Hashing is combined with Locality Sensitive Hashing to implement an algorithm that performs clustering across a distributed data set without exchanging protected data between the distributed data sets in a map-reduce framework.

Cyber@UC OWASP Chapter

Cyber@UC is the official student-led Information Security OWASP Organization for the University of Cincinnati. We spread the knowledge and importance of Information Security across all ages by doing outreaches or by collaboration with companies and organizations.

The UC ROTC program is working with US Cyber Command to educate the next generation of warriors. 

https://uc.edu/armyrotc/opportunities/branches/cyber.html

USCYBERCOM plans, coordinates, integrates, synchronizes, and conducts activities to: direct the operations and defense of specified Department of Defense information networks and; prepare to, and when directed, conduct full-spectrum military cyberspace operations in order to enable actions in all domains, ensure US/Allied freedom of action in cyberspace and deny the same to our adversaries.

The UC Army ROTC “Bearcat Battalion” continues to work closely with U.S. Army Cyber Institute (ACI) located at the U.S. Military Academy (USMA; West Point, NY) to adopt and implement ACI’s Cyber Leader Development Program (CLDP) at UC and produce the type of leader needed for the U.S. Army’s newly instituted Cyber Branch. In addition to implementing a CLDP, UC Army ROTC is working closely with the College of Engineering, College of Education, Criminal Justice and Human Services, and Department of Political Science to emphasize specific scholarship opportunities for students pursuing cyber-related majors and minors across multiple disciplines; promote the creation of a cross-disciplinary cybersecurity major; and create a student cyber club group at UC – open to the entire student body, not just ROTC cadets – that includes not only computer science and information systems majors, but also include students pursuing education in the political science/international relations policy and administration majors and minors.

The larger intent of the cybersecurity major and the cyber club is to expose students pursuing traditional and non-traditional cyber-related majors and minors to areas affecting the cyber operations community that they would not normally be exposed based on the engineering or information systems/technologies majors. As part of a pilot program, one of UC Army ROTC top cadets completed an unpaid summer internship this past Summer (2015) with the Ohio Army National Guard (OHARNG) Cyber Protection Team (CPT). In addition to the experiences gained by the cadet, the program confirmed the viability and feasibility of future internships with both with the OHARNG CPT and the regional tri-state Cyber Defense Team between the Ohio, Indiana, and Michigan state national guard forces.


Events

RevolutionUC is a student hackathon in which we invite students from across the midwest to partake in a weekend of code, community, and self-improvement. You don't have to attend the University of Cincinnati and you don't have to be a computer science major or engineering student. We're looking for people who share our passion to do awesome things with technology.

Projects are one of the key elements in any hackathon. At RevolutionUC, you have 36 hours to create something awesome from start to finish with your team. We’ve seen awesome mobile apps, web applications, and hardware hacks in the past and we’re excited to see what will be made this spring.

Learning is essential to a hackathon. Whether you’re a veteran hacker or a first-timer, we’re excited for you to learn something new! We’ll have exciting tech talks throughout the event and we encourage all our attendees to learn something new!
New to the hackathon scene? Awesome! We’re excited to have you. We’re more than willing to help you get you started with your first hack! With our team of mentors, assembled from our organizer team and software engineers from our sponsors, we’ll help get you started and get you past the bugs and bumps.

Hackathons are more than just a competition or showcase of technical skill. At RevolutionUC, we strive to create an all-inclusive community that acts as an outlet in which we can join our peers and share our passion for all the incredible things that can be done through programming. We’re excited to share this ethos with all of our attendees and come together to grow the hacker community here in Cincinnati.

The Department of Electrical Engineering and Computer Science, in association with the IEEE and ACM student chapters, annually co-host the Association for Computing Machinery (ACM) East Central, North American International Collegiate Programming Contest. Teams from Western Pennsylvania, Michigan, Ohio, Indiana, and Ontario, Canada compete for a chance to be one of few who advance to the World Finals.

UC is one of four sites who simultaneously hosting the contest. The other sites are Grand Valley State University, Michigan, the University of Windsor, Canada, and Youngstown State, Ohio. UC holds the record for consecutively co-hosting the event since 2000.

With three people to a team and nearly 120 teams, 360 students are in for a challenging day! The contest consists of a web of complex computer problems that teams must solve. The competition lasts five hours and participants must decipher eight intense problems. Question difficulty ranges from short to very time consuming, to keep the teams on their toes.

To aid in the problem-solving process, teams must first create and then use a computer program which accepts inputs for the problem, and outputs a value which corresponds to the correct answer. When a team believes they’ve solved a problem, the computer tends sends its program to the judges for examination. The judges respond by indicating either an error or success. In the case of an error, the judges say only what type of error it is, no specific details are given. It is up to the team to successfully “debug” the program.

UC will face off against teams from Carnegie Mellon, Purdue, Ohio State, Cedarville, Taylor, University of Dayton, Xavier, Butler, Miami, Denison, Ohio Wesleyan, Ohio Northern, Wittenberg, and Wright State.

Teams are ranked using a complex scoring system, ranking teams in terms of who has the most completed problems. Ties are broken by factoring in the time taken to achieve success and applying penalties for errant submissions. Of the 120 teams, only the two top ranked teams go to the world finals. In past years the winners have hailed from Toronto, Waterloo, and Carnegie Mellon.


Director

Headshot of Justin Zhan

Justin Zhan

Fred A. & Juliet Esselborn Geier Chair Professor and Department Head, CEAS - Computer Science

895 Rhodes Hall

513-556-7616

Justin Zhan is the Head of Department of Computer Science, College of Engineering and Applied Science, University of Cincinnati. His research interests include data science, artificial intelligence, blockchain technologies, biomedical informatics, information assurance, and social computing. He was a steering chair of the IEEE International Conference on Social Computing (SocialCom), IEEE International Conference on Privacy, Security, Risk and Trust (PASSAT), and IEEE International Conference on BioMedical Computing (BioMedCom). He has been an editor-in-chief of the International Journal of Privacy, Security and Integrity, and International Journal of Social Computing and Cyber-Physical Systems. He has served as a conference general chair, a program chair, a publicity chair, a workshop chair, and a program committee member for 150 international conferences; he has also served as an editor-in-chief, editor, associate editor, guest editor, editorial advisory board member, and editorial board member for 30 journals. He has published 250 articles in peer-reviewed journals and conferences and delivered more than 30 keynote speeches and invited talks. He has been involved in more than 60 projects as a principal investigator (PI) or a Co-PI, which were funded by the National Science Foundation, Department of Defense, National Institute of Health, etc.
Headshot of John Martin Emmert

John Martin Emmert

Professor, CEAS - Electrical and Computer Engineeri

812D Rhodes Hall

513-556-2615

Dr. John (Marty) Emmert is a Professor in the Department of Electrical Engineering and Computer Science. He is also Director of the NSF Center for Hardware and Embedded Systems Security and Trust (CHEST) IUCRC. He has seven United States patents and has directed over $9M in research funding. In addition, he and colleagues have been awarded five phase II Small Business Innovative Research contracts from the Department of Defense. He is a senior member of the Institute of Electrical and Electronics Engineers (IEEE), and he has received the IEEE Harold Nobel Award and the AFRL Sensors Directorate James B. Tsui Award for best patent.
 
His research interests span various topics including: VLSI Design and Architectures; ASICs; FPGAs; Embedded Systems; Hardware Security, Assurance, and Trust; Reconfigurable Computing; Fault Tolerance for Integrated Circuits; Electronic Warfare; GPS; and Automated Tools for IC Design and Trust. 
 
His research has been funded by the Air Force, the Army, the Navy, DARPA, NSF, the State of Ohio and various industries.
 
He also served on active duty and as a reservist in the United States Air Force from 1989-2015. In the Air Force he held positions from UAV pilot to reserve wing commander, and he retired after 26 years as a Colonel. He has been awarded the Air Force Legion of Merit and five Meritorious Service Medals.
Headshot of Boyang Wang

Boyang Wang

Assoc Professor, CEAS - Electrical and Computer Engineeri

806A Rhodes Hall

513-556-4785

Boyang Wang is a tenure-track Assistant Professor in the Department of Electrical Engineering and Computer Science at the University of Cincinnati. He received his Ph.D. in Electrical and Computer Engineering from the University of Arizona in 2017, his Ph.D. in Cryptography and B.S. in Information Security from Xidian University, China, in 2013 and 2007, respectively. He worked for Bosch Research and Technology Center as a research intern in 2015. He was a visiting student at Utah State University from 2012 to 2013 and a visiting student at the University of Toronto from 2010 to 2012. His research interests include privacy-preserving technologies, applied cryptography, data privacy and network security. He is a member of IEEE. He received Outstanding Ph.D. Dissertation Award from Xidian University in 2014 and Presidential Doctoral Research Fellowship from Utah State University in 2014.
Headshot of Raj K Bhatnagar

Raj K Bhatnagar

Professor, CEAS - Computer Science

826 Rhodes Hall

513-556-4932

Headshot of Rashmi Jha

Rashmi Jha

Professor, CEAS - Electrical and Computer Engineeri

385 MANTEI

513-556-1361

Dr. Rashmi Jha is Professor in Electrical Engineering and Computer Science Department at the University of Cincinnati. She was an Associate Professor at the University of Cincinnati from 2015-2020. She worked as an Assistant Professor and then Associate Professor in Electrical Engineering and Computer Science Department at the University of Toledo from 2008 to 2015. Before this, she worked as a Process Integration Engineer for 45 nm/32 nm High-k/Metal Gates based Advanced CMOS technology at Semiconductor Research and Development Center, IBM, East Fishkill New York between 2006-2008. She finished her Ph.D. and M.S. in Electrical Engineering from North Carolina State University in 2006 and 2003, respectively, and B.Tech. in Electrical Engineering from Indian Institute of Technology (IIT) Kharagpur, India in 2000. She has more than 18 years of experience in the areas of Solid State Electronics and Nanoelectronic Device Design, Modeling, Fabrication, Process Integration, Electrical Characterization, Data Analysis, Circuit Design and Simulations.  She has been granted 13 US patents and has authored/co-authored several publications in the areas of computing devices, circuits, and algorithms. She has been a recipient of AFOSR Summer Faculty Fellowship Award in 2017, CAREER Award from the National Science Foundation in 2013, IBM Faculty Award in 2012, IBM Invention Achievement Award in 2007, Materials Research Society's Graduate Student Award in 2006, Applied Materials Fellowship Award in 2005-2006, and the best student paper award nomination in IEEE International Electron Devices Meeting (IEDM) in 2005. Her current research interests span all the way from devices to systems and algorithms. Particularly, she is interested in Artificial Intelligence (AI), Low-Power Neuromorphic Systems, CMOS and other emerging logic and memory devices ( such as Resistive Random Access Memory Devices, Spintronics, and other memristive devices), On-die sensors, Cross-Technology Heterogenous Integration and Modeling, Cybersecurity with emphasis on Hardware Security, Additive, Flexible, and Wearable Electronics, Nanoelectronics, Neuroscience and Neuroelectronics, Bio-Inspired Computing and Systems.
 
Headshot of Nan Niu

Nan Niu

Assoc Professor, CEAS - Electrical and Computer Engineeri

832 Rhodes Hall

513-556-0051

My current research interests focus on the information seeking strategies that developers use in software engineering. I take an ecological-evolutionary, foraging-theoretic approach to understanding and improving developers' search for relevant information in their daily activities, such as debugging, refactoring, and reuse. My research group investigates how the task environment and the information environment re-shape developers' behaviors, or more accurately, how the developers' behaviors and their environments co-evolve, each shaping the other in important ways. My CAREER project (see http://ceas.uc.edu/news-1415/niu-receives-nsf-career-award.html) links software developers' rational behaviors together with their social information foraging, learning, and co-creation.
Headshot of Carla C Purdy

Carla C Purdy

Associate Professor

Prof. Carla Purdy has authored or co-authored over 80 journal and refereed conference papers in computer engineering, computer science, mathematics, mentoring, and teaching since 1975.  She has graduated four Ph.D. students and 90 M.S. students and has advised a number of M.Eng. and Senior Project students since joining the University of Cincinnati faculty in 1986.  She is a member of the standing committee for the International IEEE Symposium on Circuits and Systems and she co-chaired the symposium in 2005 and 2013.  She is also an affiliate faculty member in the Department of Women's, Gender, and Sexuality Studies and a founding member of UC's WISE (Women in Science and Engineering) Committee.  She is currently head of the EECS B.S. in Computer Engineering program.  Her up-to-date vita can be found on her webpage, eecs.ceas.uc.edu/~cpurdy
Headshot of Philip A. Wilsey

Philip A. Wilsey

Professor, CEAS - Electrical and Computer Engineeri

836 Rhodes Hall

513-556-4779

My research is primarily in High Performance Computing with applications to Data Science and Parallel Discrete-Event Simulation.  I also have interests in Privacy Preserving Data Mining, Embedded Systems, and Point-of-Care medical devices.  I have been working with Partitioning, Parallelism, and Approximate Methods to improve the performance of Topological Data Analysis (TDA), specifically persistent homology.  Because TDA algorithms have exponential time and space complexity, decomposing and partitioning the data into regional subspaces has dramatic impact on the overall performance.  I have also initiated work on streaming persistent homology and on the computation of persistent homology on Big Data.  In Big Data Clustering, I have been working to combine random projection hashing with locality sensitive hashing to implement high performance, distributed privacy preserving data mining.  The projection and hashing approach permits us to perform clustering on distributed data sets by exchanging only hash keys between the distributed nodes.  We are promoting these techniques to enable clustering and nearest neighbor search across HIPAA protected medical databases.  In addition, I have been working extensively for many years to advance the field of Parallel and Distributed Simulation (PDES) using the Time Warp mechanism.  Most recently we have been studying the design of solutions for the pending event set problem for high performance simulation on multi-core and many-core platforms.  I have also initiated studies to extract profile data from discrete event simulation models to obtain quantitative data that I plan to use to focus my algorithm development for parallel simulation.  Finally, I sometimes work with the local BioSensors group and the College of Medicine to develop point-of-care medical devices to assist patient monitoring, diagnosis, and treatment.

Affiliates

Headshot of Bilal Gonen

Bilal Gonen

Assoc Professor - Adj, CECH - School of Information Technology

Teachers College

For the most up-to-date information, visit https://bilalgonen.com .

Dr. Bilal Gonen is an Assistant Professor in the School of Information Technology at the University of Cincinnati. Dr. Gonen regularly teaches three master courses; IT Infrastructure Sustainability, Advanced Storage Technologies, and Advanced System Administration. All of these courses include hands-on projects based on Virtualization platforms (such as Oracle VirtualBox, VMware workstation, and Microsoft Hyper-V), Cloud Platforms (such as Amazon Web Services, Microsoft Azure, and Google Cloud Platform).
Dr. Gonen supervises students in their Master theses. His research interests are cloud computing, blockchain, and cyber security and Machine Learning. 
Headshot of Richard J Harknett

Richard J Harknett

Director, SPIA, A&S School of Public and International A

5130 CLIFTCT

513-556-3314

Dr. Harknett is Professor of Political Science and Director of the School of Public and International Affairs, Co-Director of the Ohio Cyber Range Institute, and Chair of the Center for Cyber Strategy and Policy at the University of Cincinnati. He holds an afffilate faculty position with the School of Information Technology at UC and a professorial lectureship at the Diplomatic Academy Vienna, Austria, where he served as Fulbright Professor in 2001. In 2017, he served as inaugural Fulbright Professor in cyber studies at Oxford University, UK and in 2016 as the first Scholar-in-Residence at United States Cyber Command and NSA. His publications and research interests focus on international relations theory and international security studies with particular focus on cyber strategy. He also regularly advises at the US government and state of Ohio levels. He is the co-author of Cyber Persistence Theory: Redefining national security in cyberspace (UK: Oxford University Press, 2022).
Headshot of Chengcheng Li

Chengcheng Li

Professor, CECH - School of Information Technology

150D Teachers College

513-556-5920

Headshot of Joseph L Nedelec

Joseph L Nedelec

Director of the MS Programs (On-Campus & Online), CECH Criminal Justice

660E Teachers College

513-556-5561

Professor Nedelec received his undergraduate degrees (criminology and psychology) and his Master’s degree (criminology) from Simon Fraser University in Burnaby, British Columbia.  His doctoral degree (criminology) was received from Florida State University.  Dr. Nedelec's research interests include lifecourse/developmental criminology, biopsychosocial criminology, corrections, terrorism, and cybercrime.  Dr. Nedelec’s work has been published in a variety of journals including Criminology, Evolution and Human Behavior, Intelligence, Journal of Criminal Justice, Journal of Quantitative Criminology, Personality and Individual Differences, PLOS One, among others.  Dr. Nedelec teaches in the areas of cybercrime, life-course criminology, research methods, statistics, and terrorism and homeland security. 

Dr. Nedelec's personal webpage

Up-to-date version of Dr. Nedelec's CV.
Headshot of Hazem Said

Hazem Said

Professor, CECH - School of Information Technology

250C Teachers College

513-556-4874

Academic faculty and leader with over 20 years of experience in teaching, academic leadership, and translating best practices into impactful solutions. Passionate about helping people; recognized for visionary leadership, strategic and results-oriented approach, ability to take innovative ideas to fruition, ability to listen to various constituencies, ability to foster transformative growth, innovation and entrepreneurship. 
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Mark A. Stockman

Associate Professor, CECH - School of Information Technology

150A Teachers College

513-556-4227

Headshot of David C. Bowman

David C. Bowman

Research Assistant, Electrical Engineering and Computer Science

Advisor: John.Emmert@uc.edu

Headshot of Pingxiuqi Chen

Pingxiuqi Chen

Ph.D. Candidate, Electrical Engineering and Computer Science

Advisor: John.Emmert@uc.edu

Headshot of Sean Kennedy

Sean Kennedy

Graduate Research Assistant, Electrical Engineering and Computer Science

Headshot of Haipeng Li

Haipeng Li

Ph.D. Candidate, Electrical Engineering and Computer Science

Headshot of Hao Liu

Hao Liu

Ph.D. Candidate, Electrical Engineering and Computer Science

Headshot of Shriti Naraparaju

Shriti Naraparaju

Graduate Research Assistant, Electrical Engineering and Computer Science

Headshot of Anvesh Perumalla

Anvesh Perumalla

Graduate Assistant, Electrical Engineering and Computer Science

Advisor: John.Emmert@uc.edu

Headshot of Chenggang Wang

Chenggang Wang

Teaching Assistant, Electrical Engineering and Computer Science