Arslan Munir

Publications

Mahmood Azhar Qureshi and Arslan Munir, "NeuroMAX: A High Throughput, Multi-Threaded, Log-Based Accelerator for Convolutional Neural Networks", Proc. of IEEE/ACM International Conference On Computer Aided Design (ICCAD), San Diego, California, November 2020.

Conference Publication November 2020 San Diego, California

Kwangho Lee, Joonho Kong, and Arslan Munir, "HW/SW Co-Design of Cost-Efficient CNN Inference for Cognitive IoT", Proc. of IEEE International Conference on Intelligent Computing in Data Sciences (ICDS), Fez, Morocco, October 2020.

Conference Publication October 2020 Fez, Morocco

Naresh Kumar Giri, Arslan Munir, and Joonho Kong, "An Integrated Safe and Secure Approach for Authentication and Secret Key Establishment in Automotive Cyber-Physical Systems", Proc. of Computing Conference, London, United Kingdom, July 2020.

Conference Publication July 2020 London, United Kingdom

Neda Shabani and Arslan Munir, "A Review of Cyber Security Issues in Hospitality Industry", Proc. of Computing Conference, London, United Kingdom, July 2020.

Conference Publication July 2020 London, United Kingdom

Mahmood Azhar Qureshi and Arslan Munir, "PUF-IPA: A PUF-based Identity Preserving Protocol for Internet of Things Authentication", Proc. of IEEE Consumer Communications & Networking Conference (CCNC), Las Vegas, Nevada, January 2020.

Conference Publication January 2020 Las Vegas, Nevada

Justin Bode and Arslan Munir, "OTMS: A Novel Radar-Based Mapping System For Automotive Applications", Proc. of IEEE Consumer Communications & Networking Conference (CCNC), Las Vegas, Nevada, January 2020.

Conference Publication January 2020 Las Vegas, Nevada

Avishek Bose, Arslan Munir, and Neda Shabani, "A Quantitative Analysis of Big Data Clustering Algorithms for Market Segmentation in Hospitality Industry", Proc. of IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, Nevada, January 2020.

Conference Publication January 2020 Las Vegas, Nevada

Bontak Gu, Joonho Kong, Arslan Munir, and Young Geun Kim, "A Framework for Distributed Deep Neural Network Training with Heterogeneous Computing Platforms", Proc. of IEEE International Conference on Parallel and Distributed Systems (ICPADS), Tianjin, China, December 2019. (acceptance rate: 28%)

Conference Publication December 2019 Tianjin, China

Mahmood Azhar Qureshi and Arslan Munir, "PUF-RLA: A PUF-based Reliable and Lightweight Authentication Protocol employing Binary String Shuffling", Proc. of IEEE International Conference on Computer Design (ICCD), Abu Dhabi, United Arab Emirates (U.A.E.), November 2019. (acceptance rate: 23.8%)

Conference Publication November 2019 Abu Dhabi, United Arab Emirates (U.A.E.)

Vahid Behzadan, James Minton, and Arslan Munir, "TrolleyMod v1.0: An Open-Source Simulation and Data-Collection Platform for Ethical Decision Making in Autonomous Vehicles", Proc. of AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES), Honolulu, Hawaii, January 2019.

Conference Publication January 2019 Honolulu, Hawaii

Vahid Behzadan, Roman V. Yampolskiy, and Arslan Munir, "Emergence of Addictive Behaviors in Reinforcement Learning Agents", Proc. of the AAAI's Workshop on Artificial Intelligence Safety (SafeAI), Honolulu, Hawaii, January 2019.

Conference Publication January 2019 Honolulu, Hawaii

Prasanna Kansakar, Arslan Munir, and Neda Shabani, "A Fog-Assisted Architecture to Support an Evolving Hospitality Industry in Smart Cities", Proc. of the 16th International Conference on Frontiers of Information Technology (FIT), Islamabad, Pakistan, December 2018.

Conference Publication December 2018 Islamabad, Pakistan

Bikash Poudel and Arslan Munir, "Design and Evaluation of a PVT Variation-Resistant TRNG Circuit", Proc. of IEEE International Conference on Computer Design (ICCD), Orlando, Florida, October 2018. (acceptance rate: 29%)

Conference Publication October 2018 Orlando, Florida

Vahid Behzadan and Arslan Munir, "Adversarial Exploitation of Emergent Dynamics in Smart Cities", Proc. of IEEE International Smart Cities Conference (ISC2), Kansas City, Missouri, September 2018 (accepted for publication).

Conference Publication September 2018 Kansas City, Missouri

Vahid Behzadan, Arslan Munir, and Roman V. Yampolskiy, "A Psychopathological Approach to Safety Engineering in AI and AGI", Proc. of First International Workshop on Artificial Intelligence Safety Engineering (WAISE) @International Conference on Computer Safety, Reliability, and Security (SAFECOMP), Västerås, Sweden, September 2018 (accepted for publication). (acceptance rate: 50%)

Conference Publication September 2018 Västerås, Sweden

Vahid Behzadan and Arslan Munir, "Mitigation of Policy Manipulation Attacks on Deep Q-Networks with Parameter-Space Noise", Proc. of First International Workshop on Artificial Intelligence Safety Engineering (WAISE) @International Conference on Computer Safety, Reliability, and Security (SAFECOMP), Västerås, Sweden, September 2018 (accepted for publication). (acceptance rate: 50%)

Conference Publication September 2018 Västerås, Sweden

Prasanna Kansakar and Arslan Munir, "A Two-Tiered Heterogeneous and Reconfigurable Application Processor for Future Internet of Things", Proc. of IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Hong Kong, China, July 2018. (acceptance rate: 29%)

Conference Publication July 2018 Hong Kong, China

Haeyoon Cho, Joonho Kong, Arslan Munir, and Naresh Kumar Giri, "CT-Cache: Compressed Tag-Driven Cache Architecture", Proc. of IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Hong Kong, China, July 2018. (acceptance rate: 29%)

Conference Publication July 2018 Hong Kong, China

Prasanna Kansakar, Arslan Munir, and Neda Shabani, "A Fog-assisted Architecture to Support an Evolving Hospitality Industry", Proc. of Annual International Council on Hotel, Restaurant, and Institutional Education (ICHRIE) Conference, Palm Springs, California, July 2018.

Conference Publication July 2018 Palm Springs, California

Vahid Behzadan and Arslan Munir, "Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks", Proc. of International Conference on Machine Learning and Data Mining (MLDM), New York, New York, July 2017. (acceptance rate: 33.3%)

Conference Publication July 2017 New York, New York

Bikash Poudel, Naresh Kumar Giri, and Arslan Munir, "Design and Comparative Evaluation of GPGPU- and FPGA-based MPSoC ECU Architectures for Secure, Dependable, and Real-Time Automotive CPS", Proc. of IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP), Seattle, Washington, July 2017. (acceptance rate: 29.8%) — Selected as Best Paper Finalist (one of the top three papers in IEEE ASAP, 2017)

Conference Publication July 2017 Seattle, Washington

Bikash Poudel, Sushil J. Louis, and Arslan Munir, "Evolving Side-Channel Resistant Reconfigurable Hardware for Elliptic Curve Cryptography", Proc. of IEEE Congress on Evolutionary Computation (CEC), Donostia - San Sebastián, Spain, June 2017. (acceptance rate: 57%)

Conference Publication June 2017 Donostia - San Sebastián, Spain, Nevada

Bikash Poudel and Arslan Munir, "Design and Evaluation of a Novel ECU Architecture for Secure and Dependable Automotive CPS", Proc. of IEEE Consumer Communications & Networking Conference (CCNC), Las Vegas, Nevada, January 2017. (acceptance rate: 34.8%)

Conference Publication January 2017 Las Vegas, Nevada

Raj Mani Shukla and Arslan Munir, "An Efficient Computation Offloading Architecture for the Internet of Things (IoT) Devices", Proc. of IEEE Consumer Communications & Networking Conference (CCNC), Las Vegas, Nevada, January 2017. (acceptance rate: 34.8%)

Conference Publication January 2017 Las Vegas, Nevada

Raj Mani Shukla, Prasanna Kansakar, and Arslan Munir, "A Neural Network-based Appliance Scheduling Methodology for Smart Homes and Buildings with Multiple Power Sources", Proc. of IEEE International Symposium on Nanoelectronic and Information Systems (iNIS), Gwalior, India, December 2016. (acceptance rate: 44%)

Conference Publication December 2016 Gwalior, India

Raj Mani Shukla and Arslan Munir, "A Computation Offloading Scheme Leveraging Parameter Tuning for Real-time IoT Devices", Proc. of IEEE International Symposium on Nanoelectronic and Information Systems (iNIS), Gwalior, India, December 2016. (acceptance rate: 44%)

Conference Publication December 2016 Gwalior, India

Prasanna Kansakar and Arslan Munir, "A Design Space Exploration Methodology for Parameter Optimization in Multicore Processors", Proc. of IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Pittsburgh, Pennsylvania, July 2016. (acceptance rate: 32%)

Conference Publication July 2016 Pittsburgh, Pennsylvania

Arslan Munir and Farinaz Koushanfar, "Design and Performance Analysis of Secure and Dependable Cybercars: A Steer-by-Wire Case Study", ' Proc. of IEEE Consumer Communications & Networking Conference (CCNC), Las Vegas, Nevada, January 2016. (acceptance rate: 32%)

Conference Publication January 2016 Las Vegas, Nevada

Arslan Munir and Farinaz Koushanfar, "D2CyberSoft: A Design Automation Tool for Soft Error Analysis of Dependable Cybercars", Proc. of IEEE Consumer Communications & Networking Conference (CCNC), Las Vegas, Nevada, January 2016. (acceptance rate: 32%)

Conference Publication January 2016 Las Vegas, Nevada

Joonho Kong, Arslan Munir, and Farinaz Koushanfar, "Fine-Grained Voltage Boosting for Improving Yield in Near-Threshold Many-Core Processors", Proc. of IEEE/ACM Great Lakes Symposium on VLSI (GLSVLSI), Pittsburgh, Pennsylvania, May 2015. (acceptance rate: 40.54%)

Conference Publication May 2015 Pittsburgh, Pennsylvania

Arslan Munir and Farinaz Koushanfar, "D2Cyber: A Design Automation Tool for Dependable Cybercars", Proc. of IEEE/ACM Design, Automation & Test in Europe (DATE), Dresden, Germany, March 2014. (acceptance rate: 23.1%)

Conference Publication March 2014 Dresden, Germany

Arslan Munir, Farinaz Koushanfar, Hervé Seudié, and Ahmad-Reza Sadeghi, "CyCAR'2013: First International Academic Workshop on Security, Privacy and Dependability for Cybervehicles, Technical Note, Proc. of ACM SIGSAC Conference on Computer & Communications Security (CCS), Berlin, Germany, November 2013. (acceptance rate: 20%)

Conference Publication November 2013 Berlin, Germany

Arslan Munir, Ann Gordon-Ross, and Sanjay Ranka, "Parallelized Benchmark-Driven Performance Evaluation for SMPs and Tiled Multi-Core Architectures for Embedded Systems", Proc. of IEEE International Performance Computing and Communications Conference (IPCCC), Austin, Texas, January 2012. (acceptance rate: 42.6%)

Conference Publication January 2012 Austin, Texas

Tosiron Adegbija, Ann Gordon-Ross, and Arslan Munir, "Dynamic Phase-based Tuning for Embedded Systems Using Phase Distance Mapping", Proc. of IEEE International Conference on Computer Design (ICCD), Quebec, Canada, October 2012. (acceptance rate: 27%)

Conference Publication October 2012 Quebec, Canada

Arslan Munir, Ann Gordon-Ross, Susan Lysecky, and Roman Lysecky, "Online Algorithms for Wireless Sensor Networks Dynamic Optimization", Proc. of IEEE Consumer Communications and Networking Conference (CCNC), Las Vegas, Nevada, January 2012. (acceptance rate: 40%)

Conference Publication January 2012 Las Vegas, Nevada

Arslan Munir, Ann Gordon-Ross, and Sanjay Ranka, "A Queueing Theoretic Approach for Performance Evaluation of Low-Power Multi-core Embedded Systems", Proc. of IEEE International Conference on Computer Design (ICCD), Amherst, Massachusetts, October 2011. (acceptance rate: 28%)

Conference Publication October 2011 Amherst, Massachusetts

Arslan Munir and Ann Gordon-Ross, "Markov Modeling of Fault-Tolerant Wireless Sensor Networks", Proc. of IEEE International Conference on Computer Communication Networks (ICCCN), Maui, Hawaii, July-August 2011. (acceptance rate: 29%)

Conference Publication July-August 2011 Maui, Hawaii

Arslan Munir, Ann Gordon-Ross, Susan Lysecky, and Roman Lysecky, "A Lightweight Dynamic Optimization Methodology for Wireless Sensor Networks", Proc. of IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Niagra Falls, Canada. (aceptance rate: 28.9%)

Conference Publication October 2010 Niagra Falls, Canada

Arslan Munir, Ann Gordon-Ross, Susan Lysecky, and Roman Lysecky, "A One-Shot Dynamic Optimization Methodology for Wireless Sensor Networks", Proc. of IEEE International Conference on Mobile Ubiquitous Computing, Systems, Services, and Technologies (UBICOMM), Florence, Italy, October 2010. (acceptance rate: 30%) — Received Best Paper Award

Conference Publication October 2010 Florence, Italy

Arslan Munir and Ann Gordon-Ross, "An MDP-based Application Oriented Optimal Policy for Wireless Sensor Networks", Proc. of IEEE/ACM International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Grenoble, France, October 2009. (acceptance rate: 32%)

Conference Publication October 2009 Grenoble, France

Arslan Munir and Ann Gordon-Ross, "SIP-based IMS Registration Analysis for WiMax-3G Interworking Architectures", Proc. of IEEE International Conference on Networking and Services (ICNS), Valencia, Spain, April 2009. (acceptance rate: 31%)

Conference Publication April 2009 Valencia, Spain

Arslan Munir, "Analysis of SIP-based IMS Session Establishment Signaling for WiMax-3G Networks", Proc. of IEEE International Conference on Networking and Services (ICNS), Goiser, Guadeloupe, March 2008. (acceptance rate: 30%)

Conference Publication March 2008 Goiser, Guadeloupe

Arslan Munir and Vincent Wong, "LCSCW2: An Architecture for IP Multimedia Subsystems", Proc. of International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine'07), Vancouver, Canada, August 2007.

Conference Publication August 2007 Vancouver, Canada

Mahmood Azhar Qureshi and Arslan Munir, "PUF-RAKE: A PUF-based Robust and Lightweight Authentication and Key Establishment Protocol", IEEE Transactions on Dependable and Secure Computing (TDSC), 2021.

Journal Publication 2021

Yeongmin Kim, Joonho Kong, and Arslan Munir, "CPU-Accelerator Co-Scheduling for CNN Acceleration at the Edge", IEEE Access, 2020.

Journal Publication 2020

Arslan Munir and Farinaz Koushanfar, "Design and Analysis of Secure and Dependable Automotive CPS: A Steer-by-Wire Case Study", IEEE Transactions on Dependable and Secure Computing (TDSC), vol. 17, no. 4, pp. 813-827, July-August 2020.

Journal Publication 2020

Bikash Poudel and Arslan Munir, "Design and Evaluation of a Reconfigurable ECU Architecture for Secure and Dependable Automotive CPS", IEEE Transactions on Dependable and Secure Computing (TDSC), 2018 (accepted for publication).

Journal Publication 2018

Dalton A. Hahn, Arslan Munir, and Vahid Behzadan, "Security and Privacy Issues in Intelligent Transportation Systems: Classification and Challenges", IEEE Intelligent Transportation Systems Magazine (ITSM), January 2019 (accepted for publication).

Journal Publication 2019

Dalton A. Hahn, Arslan Munir, and Saraju P. Mohanty, "Security and Privacy Issues in Contemporary Consumer Electronics", IEEE Consumer Electronics (CE) Magazine, vol. 8, no. 1, pp. 95-99, January 2019.

Journal Publication 2019

Vahid Behzadan and Arslan Munir, "Adversarial Reinforcement Learning Framework for Benchmarking Collision Avoidance Mechanisms in Autonomous Vehicles", IEEE Intelligent Transportation Systems Magazine (ITSM), January 2019 (accepted for publication).

Journal Publication 2019

Neda Shabani, Arslan Munir, and Azizul Hassan, "Revolutionizing e-Marketing via Augmented Reality: A Case Study in Tourism and Hospitality Industry", IEEE Potentials, vol. 38, no. 1, pp. 43-47, January 2019.

Journal Publication 2019

Prasanna Kansakar and Arslan Munir, "Selecting Microarchitecture Configuration of Processors for Internet of Things", IEEE Transactions on Emerging Topics in Computing (TETC), 2018 (accepted for publication).

Journal Publication January 2018

Prasanna Kansakar, Arslan Munir, and Neda Shabani, "Technology in Hospitality Industry: Prospects and Challenges", IEEE Consumer Electronics (CE) Magazine, vol. 8, no. 3, pp. 60-65, May 2019.

Journal Publication May 2019

Prasanna Kansakar and Arslan Munir, "A Design Space Exploration Methodology for Parameter Optimization in Multicore Processors", IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 29, no. 1, pp. 2-15, January 2018.

Journal Publication January 2018

Arslan Munir, Prasanna Kansakar, and Samee U. Khan, "IFCIoT: Integrated Fog Cloud IoT: A novel architectural paradigm for the future Internet of Things", IEEE Consumer Electronics (CE) Magazine, vol. 6, no. 3, pp. 74-82, July 2017.

Journal Publication July 2017

Arslan Munir, "Safety Assessment and Design of Dependable Cybercars: For today and the future", IEEE Consumer Electronics (CE) Magazine, vol. 6, no. 2, pp. 69-77, April 2017.

Journal Publication April 2017

Arslan Munir, Joseph Antoon, and Ann Gordon-Ross, "Modeling and Analysis of Fault Detection and Fault Tolerance in Wireless Sensor Networks", ACM Transactions on Embedded Computing Systems (TECS), vol. 14, no. 1., January 2015.

Journal Publication January 2015

Tosiron Adegbija, Ann Gordon-Ross, and Arslan Munir, "Phase Distance Mapping: A Phase-based Cache Tuning Methodology for Embedded Systems", Springer Design Design Automation for Embedded Systems (DAES), vol. 18, no. 3, pp. 251-278, September 2014.

Journal Publication September 2014

Arslan Munir, Ann Gordon-Ross, and Sanjay Ranka, "Multi-core Embedded Wireless Sensor Networks: Architecture and Applications", IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 25, no. 6, pp. 1553-1562, June 2014.

Journal Publication June 2014

Arslan Munir, Ann Gordon-Ross, Sanjay Ranka, and Farinaz Koushanfar, "A Queueing Theoretic Approach for Performance Evaluation of Low-Power Multi-core Embedded Systems", Elsevier Journal of Parallel and Distributed Computing (JPDC), vol. 74, no. 1, pp. 1872-1890, January 2014.

Journal Publication January 2014

Arslan Munir, Farinaz Koushanfar, Ann Gordon-Ross, and Sanjay Ranka, "High-Performance Optimizations on Tiled Many-Core Embedded Systems: A Matrix Multiplication Case Study", (ACM/Springer) The Journal of Supercomputing, vol. 66, no. 1, pp. 431-487, October 2013.

Journal Publication October 2013

Arslan Munir, Ann Gordon-Ross, Susan Lysecky, and Roman Lysecky, "A Lightweight Dynamic Optimization Methodology and Application Metrics Estimation Model for Wireless Sensor Networks", Elsevier Sustainable Computing: Informatics and Systems, vol. 3, no. 2, pp. 94-108, June 2013.

Journal Publication June 2013

Arslan Munir, Sanjay Ranka, and Ann Gordon-Ross, "High-Performance Energy-Efficient Multi-core Embedded Computing", IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 23, no. 4, pp. 684-700, April 2012.

Journal Publication April 2012

Arslan Munir and Ann Gordon-Ross, "An MDP-based Dynamic Optimization Methodology for Wireless Sensor Networks", IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 23, no. 4, pp. 616-625, April 2012.

Journal Publication April 2012

Arslan Munir, Ann Gordon-Ross, Susan Lysecky, and Roman Lysecky, "A One-Shot Dynamic Optimization Methodology and Application Metrics Estimation Model for Wireless Sensor Networks", IARIA International Journal on Advances in Networks and Services (IJANS), vol. 4, no. 3 & 4, pp. 278-291, April 2012.

Journal Publication April 2012

Arslan Munir and Ann Gordon-Ross, "SIP-based IMS Signaling Analysis for WiMax-3G Interworking Architectures", IEEE Transactions on Mobile Computing (TMC), vol. 9, no. 5, pp. 733-750, May 2010.

Journal Publication May 2010

Arslan Munir and Vincent Wong, "Interworking Architectures for IP Multimedia Subsystems", (ACM/Springer) Journal on Mobile Networks and Applications (MONET), vol. 12, no. 5, pp. 296-308, December 2007.

Journal Publication December 2007

Arslan Munir, Ann Gordon-Ross, and Sanjay Ranka, "Modeling and Optimization of Parallel and Distributed Embedded Systems", ISBN: 978-1-119-08641-3, Wiley-IEEE Press, 400 pages, February 2016.

Book February 2016

Ann Gordon-Ross, Arslan Munir, Susan Lysecky, Roman Lysecky, Ashish Shenoy, and Jeff Hiner, "Dynamic Profiling and Optimization Methodologies for Sensor Networks", CH 1 in Building Sensor Networks: From Design to Applications, Ioanis Nikolaidis and Krzysztof Iniewski (Ed.), ISBN: 978-1-4665-6272-1, CRC Press, Taylor & Francis Group, LLC, pp. 1-30, 2013.

Book Chapter 2013

Arslan Munir, Sanjay Ranka, and Ann Gordon-Ross, "Modeling of Scalable Embedded Systems", CH 29 in Scalable Computing and Communications: Theory and Practice, Samee U. Khan, Lizhe Wang, and Albert Y. Zomaya (Ed.), ISBN: 978-1-1181-6265-1, John Wiley & Sons, pp. 629-657, January 2013.

Book Chapter January 2013

Arslan Munir and Ann Gordon-Ross, "Optimization Approaches in Wireless Sensor Networks", CH 13 in Sustainable Wireless Sensor Networks, Winston Seah and Yen Kheng Tan (Ed.), ISBN: 978-953-307-297-5, INTECH (Open Access Publisher), pp. 313-338, December 2010.

Book Chapter December 2010

Neda Shabani, Arslan Munir, and Avishek Bose,"Analysis of Big Data Maturity Stage in Hospitality Industry", Proc. of 23rd Annual Graduate Education and Graduate Student Research Conference in Hospitality and Tourism, Fort Worth, Texas, January 2018.

Abstract Publication January 2018 Fort Worth, Texas