Submissions from 2022
Machine Learning-Based Analysis of Free-Text Keystroke Dynamics, Han Chih Chang, Jianwei Li, and Mark Stamp
Machine Learning and Deep Learning for Fixed-Text Keystroke Dynamics, Han Chih Chang, Jianwei Li, Ching Seh Wu, and Mark Stamp
Visual Task Classification using Classic Machine Learning and CNNs, Devangi Vilas Chinchankarame, Noha Elfiky, and Nada Attar
The Melampsora americana Population on Salix purpurea in the Great Lakes Region Is Highly Diverse with a Contributory Influence of Clonality, Chase R. Crowell, Dustin G. Wilkerson, Mariami Beckauri, Ali R. Cala, Patrick W. McMullen, Stephen Mondo, William Andreopoulos, Anna Lipzen, Kathleen Lail, Mi Yan, Vivian Ng, Igor V. Grigoriev, Lawrence B. Smart, and Christine D. Smart
“Do I need to know what I am doing if I am the teacher?” Developing teachers' debugging pedagogies with physical computing, Colin Hennessy Elliott, Jessie Nixon, Jeffrey B. Bush, Alexandra Gendreau Chakarov, and Mimi Recker
Clickbait Detection for YouTube Videos, Ruchira Gothankar, Fabio Di Troia, and Mark Stamp
Traffic-Weighted Availability-Guaranteed Network Slice Composition with VNF Replications, Riti Gour, Varin Sikand, Joseph Chang, Zhouxiang Wu, Genya Ishigaki, and Jason P. Jue
Vision-Based End-to-End Deep Learning for Autonomous Driving in Next-Generation IoT Systems, Dapeng Guo, Melody Moh, and Teng Sheng Moh
Performance Centric Primary Storage Deduplication Systems Exploiting Caching and Block Similarity, Rakesh Gururaj, Melody Moh, Teng Sheng Moh, Philip Shilane, and Bhimsen Bhanjois
Diel gene expression improves software prediction of cyanobacterial operons, Philip Heller
Evaluating Deep Learning Models and Adversarial Attacks on Accelerometer-Based Gesture Authentication, Elliu Huang, Fabio Di Troia, and Mark Stamp
Using Transformers for Identification of Persuasion Principles in Phishing Emails, Bimal Karki, Faranak Abri, Akbar Siami Namin, and Keith S. Jones
Cloud-centric blockchain public key infrastructure for big data applications, Brian Tuan Khieu and Melody Moh
Classifying Perceived Emotions based on Polarity of Arousal and Valence from Sound Events, Pooja Krishan and Faranak Abri
Detecting Botnets Through Deep Learning and Network Flow Analysis, Ji An Lee and Fabio Di Troia
Free-Text Keystroke Dynamics for User Authentication, Jianwei Li, Han Chih Chang, and Mark Stamp
DRX in NR Unlicensed for B5G Wireless: Modeling and Analysis, Mukesh Kumar Maheshwari, Eshita Rastogi, Abhishek Roy, Navrati Saxena, and Dong Ryeol Shin
Dynamic Resource Management of Green Fog Computing for IoT Support, Melody Moh, Teng Sheng Moh, and Mariia Surmenok
Auxiliary-Classifier GAN for Malware Analysis, Rakesh Nagaraju and Mark Stamp
Incorporating a Machine Learning Model into a Web-Based Administrative Decision Support Tool for Predicting Workplace Absenteeism, Gopal Nath, Yawei Wang, Austin Coursey, Krishna K. Saha, Srikanth Prabhu, and Saptarshi Sengupta
MalView: Interactive Visual Analytics for Comprehending Malware Behavior, Huyen N. Nguyen, Faranak Abri, Vung Pham, Moitrayee Chatterjee, Akbar Siami Namin, and Tommy Dang
Intelligent O-RAN for Beyond 5G and 6G Wireless Networks, Solmaz Niknam, Abhishek Roy, Harpreet S. Dhillon, Sukhdeep Singh, Rahul Banerji, Jeffery H. Reed, Navrati Saxena, and Seungil Yoon
3D Facial Biometric Verification Using a DNA Sample for Law Enforcement Applications, Niraj Pandkar, Teng Sheng Moh, and Mark Barash
TontineCoin: Survivor-based Proof-of-Stake, Chris Pollett, Thomas H. Austin, Katerina Potika, Justin Rietz, and Prashant Pardeshi
A parallel community detection algorithm based on spanning trees, Petros Potikas, Dora Souliou, Aris Pagourtzis, and Katerina Potika
Use of Machine Learning for Early Detection of Knee Osteoarthritis and Quantifying Effectiveness of Treatment Using Force Platform, Ashish John Prabhakar, Srikanth Prabhu, Aayush Agrawal, Siddhisa Banerjee, Abraham M. Joshua, Yogeesh Dattakumar Kamat, Gopal Nath, and Saptarshi Sengupta
Supervised Learning Models for the Preliminary Detection of COVID-19 in Patients Using Demographic and Epidemiological Parameters, Aditya Pradhan, Srikanth Prabhu, Krishnaraj Chadaga, Saptarshi Sengupta, and Gopal Nath
Investigating User Information and Social Media Features in Cyberbullying Detection, Jiabao Qiu, Nihar Hegde, Melody Moh, and Teng Sheng Moh
Multi-modal detection of cyberbullying on Twitter, Jiabao Qiu, Melody Moh, and Teng Sheng Moh
Advancement on Security Applications of Private Intersection Sum Protocol, Y. Athur Raghuvir, S. Govindarajan, S. Vijayakumar, P. Yadlapalli, and F. Di Troia
Smart home device security: A survey of smart home authentication methods with a focus on mutual authentication and key management practices, Robinson Raju and Melody Moh
Energy efficiency analysis of narrowband Internet of Things with auxiliary active cycles for small data transmission, Eshita Rastogi, Mukesh Kumar Maheshwari, Abhishek Roy, Navrati Saxena, and Dong Ryeol Shin
Machine Learning-Based DRX Mechanism in NR-Unlicensed, Eshita Rastogi, Mukesh Kumar Maheshwari, Abhishek Roy, Navrati Saxena, and Dong Ryeol Shin
Machine Learning Based Dynamic Restoration of Next Generation Wireless Networks, Sukhdeep Singh, Navrati Saxena, Prasham Jain, Abhishek Roy, Harman Jit Singh, Divay Bhutani, Nawab Muhammad Faseeh Qureshi, and Ali Kashif Bashir
Introduction to Machine Learning with Applications in Information Security: Second Edition, Mark Stamp
Resource Management for Future Green Mobile Cloud Computing, Mariia Surmenok, Melody Moh, and Teng Sheng Moh
Predictive Closed-Loop Service Automation in O-RAN Based Network Slicing, Joseph Thaliath, Solmaz Niknam, Sukhdeep Singh, Rahul Banerji, Navrati Saxena, Harpreet S. Dhillon, Jeffrey H. Reed, Ali Kashif Bashir, Avinash Bhat, and Abhishek Roy
Investigating Classification Methods using Fixation Patterns to Predict Visual Tasks, Siddartha Thentu and Nada Attar
Robustness of Image-Based Malware Analysis, Katrina Tran, Fabio Di Troia, and Mark Stamp
Word Embeddings for Fake Malware Generation, Quang Duy Tran and Fabio Di Troia
Fake Malware Generation Using HMM and GAN, Harshit Trehan and Fabio Di Troia
Adversarial Attacks on Speech Separation Systems, Kendrick Trinh, Melody Moh, and Teng Sheng Moh
Machine Learning for Malware Evolution Detection, Lolitha Sresta Tupadha and Mark Stamp
Bisphenol a affects neurodevelopmental gene expression, cognitive function, and neuromuscular synaptic morphology in Drosophila melanogaster, Chloe Welch, Eden Johnson, Angelina Tupikova, Judith Anderson, Brendan Tinsley, Johnathan Newman, Erin Widman, Adam Alfareh, Alexandra Davis, Lucero Rodriguez, Clayton Visger, Justin P. Miller-Schulze, Wendy Lee, and Kimberly Mulligan
Exploration of privacy preserving deep learning framework for computer vision tasks, Amala Wilson, Mashhour Solh, and Melody Moh
Traffic Flow Prediction Using Deep Learning Models, China Seh Wu, Satya Pranavi Manthena, Saurabh Kale, and Maithili Vinayak Kulkarni
Reinforcement Learning-Based Network Slice Resource Allocation for Federated Learning Applications, Zhouxiang Wu, Genya Ishigaki, Riti Gour, Congzhou Li, and Jason P. Jue
Whole-File Chunk-Based Deduplication Using Reinforcement Learning for Cloud Storage, Xincheng Yuan, Melody Moh, and Teng Sheng Moh
Submissions from 2021
Prediction of higher-order links using global vectors and Hasse diagrams, Kalpnil Anjan, Willam Andreopoulos, and Katerina Potika
SpartanGold: A Blockchain for Education, Experimentation, and Rapid Prototyping, Thomas H. Austin
BioBlockchain: Useful Proof-of-Work with Multiple Sequence Alignment, Yan Chen, Thomas H. Austin, and Philip Heller
Improved algorithm to determine 3-colorability of graphs with minimum degree at least 7, Nicholas Crawford, Sogol Jahanbekam, and Katerina Potika
Malware classification using long short-term memory models, Dennis Dang, Fabio Di Troia, and Mark Stamp
The extracellular contractile injection system is enriched in environmental microbes and associates with numerous toxins, Alexander Martin Geller, Inbal Pollin, David Zlotkin, Aleks Danov, Nimrod Nachmias, William B. Andreopoulos, Keren Shemesh, and Asaf Levy
The data sensor hub (Dash): A physical computing system to support middle school inquiry science instruction, Alexandra Gendreau Chakarov, Quentin Biddy, Colin Hennessy Elliott, and Mimi Recker
Improving the Relevance of a Web Navigation Recommender System Using Categorization of Users' Experience, Ilan Yehuda Granot, Ching Seh Mike Wu, and Zvi Or-Bach
End-to-End Learning for Autonomous Driving in Secured Smart Cities, Dapeng Guo, Melody Moh, and Teng Sheng Moh
Vision-Based Autonomous Driving for Smart City: A Case for End-to-End Learning Utilizing Temporal Information, Dapeng Guo, Melody Moh, and Teng Sheng Moh
Fake News Analysis and Graph Classification on a COVID-19 Twitter Dataset, Kriti Gupta and Katerina Potika
A novel approach to teaching Hidden Markov Models to a diverse undergraduate population, Philip Heller and Pratyusha Pogaru
A new dataset for smartphone gesture-based authentication, Elliu Huang, Fabio Di Troia, Mark Stamp, and Preethi Sundaravaradhan
Malware classification with word embedding features, Aparna Sunil Kale, Fabio Di Troia, and Mark Stamp
Understanding How the Relative Abundance of Candida Species Impacts Transcriptional Regulation in Co-culture Biofilms, Diksha Kool, Katy Kao, and Wendy Lee
ShineOn: Illuminating Design Choices for Practical Video-based Virtual Clothing Try-on, Gaurav Kuppa, Andrew Jong, Xin Liu, Ziwei Liu, and Teng Sheng Moh
Improving Security and Performance of Distributed IPFS-Based Web Applications with Blockchain, Vu Le, Ramin Moazeni, and Melody Moh
Sentiment analysis on COVID tweets using COVID-Twitter-BERT with auxiliary sentence approach, Hung Yeh Lin and Teng Sheng Moh
Gun Violence News Information Retrieval using BERT as Sequence Tagging Task, Hung Yeh Lin, Teng Sheng Moh, and Bryce Westlake
Learning for Free: Object Detectors Trained on Synthetic Data, Charles Thane MacKay and Teng Sheng Moh
Multi-Agent Deep Reinforcement Learning for Walker Systems, Inhee Park and Teng Sheng Moh
Utilizing CNNs for Object Detection with LiDAR Data for Autonomous Driving, Vinay Ponnaganti, Melody Moh, and Teng Sheng Moh
Fast streaming translation using machine learning with transformer, Jiabao Qiu, Melody Moh, and Teng Sheng Moh
A novel safety message dissemination framework in LTE-V2X system, Eshita Rastogi, Mukesh Kumar Maheshwari, Abhishek Roy, Navrati Saxena, and Dong Ryeol Shin
Intrusion Detection and CAN Vehicle Networks, Ashraf Saber, Fabio Di Troia, and Mark Stamp
DRX in new radio unlicensed: A step beyond 5G wireless, Navrati Saxena, Abhishek Roy, Mukesh Kumar Maheswari, Eshita Rastogi, and Dong Ryeol Shin
Emulation Versus Instrumentation for Android Malware Detection, Anukriti Sinha, Fabio Di Troia, Philip Heller, and Mark Stamp
A Computational Approach to Identify Transcription Factor Binding Sites Containing Spacer Regions, Punithavathi Sundaramurthy, Brandon White, and Wendy Lee
Emotion-Based Music Recommender System for Tinnitus Patients (EMOTIN), Katarzyna A. Tarnowska
Explainable AI-based clinical decision support system for hearing disorders, Katarzyna A. Tarnowska, Brett C. Dispoto, and Jordan Conragan
NLP-Based customer loyalty improvement recommender system (CLIRS2), Katarzyna Anna Tarnowska and Zbigniew Ras
Eff-YNet: A Dual Task Network for DeepFake Detection and Segmentation, Eric Tjon, Melody Moh, and Teng Sheng Moh
Cyberbullying Classification based on Social Network Analysis, Anqi Wang and Katerina Potika
Computer-aided diagnosis of low grade endometrial stromal sarcoma (LGESS), Xinxin Yang and Mark Stamp
Detecting compromised social network accounts using deep learning for behavior and text analyses, Steven Yen, Melody Moh, and Teng Sheng Moh
Malware classification with GMM-HMM models, Jing Zhao, Samanvitha Basole, and Mark Stamp
Submissions from 2020
SharedWealth: Disincentivizing Mining Pools Through Burning and Minting, Thomas H. Austin, Paul Merrill, and Justin Rietz
Multifamily malware models, Samanvitha Basole, Fabio Di Troia, and Mark Stamp
Higher-order Link Prediction Using Triangle Embeddings, Neeraj Chavan and Katerina Potika
A Novel Approach to Music Genre Classification using Natural Language Processing and Spark, Sharan Duggirala and Teng Sheng Moh
Convolutional neural networks and extreme learning machines for malware classification, Mugdha Jain, William Andreopoulos, and Mark Stamp
Virtual Try-On With Generative Adversarial Networks: A Taxonomical Survey, Andrew Jong, Melody Moh, and Teng Sheng Moh
NexGen D-TCP: Next generation dynamic TCP congestion control algorithm, Madhan Raj Kanagarathinam, Sukhdeep Singh, Irlanki Sandeep, Hanseok Kim, Mukesh Kumar Maheshwari, Jaehyun Hwang, Abhishek Roy, and Navrati Saxena
Find me if You Can: Aligning Users in Different Social Networks, Priyanka Kasbekar, Katerina Potika, and Chris Pollett
Whole genome sequencing data of multiple individuals of Pakistani descent, Shahid Y. Khan, Muhammad Ali, Mei Chong W. Lee, Zhiwei Ma, Pooja Biswas, Asma A. Khan, Muhammad Asif Naeem, Saima Riazuddin, Sheikh Riazuddin, Radha Ayyagari, J. Fielding Hejtmancik, and S. Amer Riazuddin
Interdisciplinary minor in bioinformatics: First results and outlook, Natalia Khuri, Wendy Lee, K. Virginia Lehmkuhl-Dakhwe, Miri VanHoven, and Sami Khuri
Seamless Integration of NoSQL class into the Database Curriculum, Suneuy Kim
Machine Learning in Indian Crop Classification of Temporal Multi-Spectral Satellite Image, Ravali Koppaka and Teng Sheng Moh
GloVeNoR: GloVe for Node Representations with Second Order Random Walks, Shishir Kulkarni, Jay Ketan Katariya, and Katerina Potika
Ping-Pong Governance: Token Locking for Enabling Blockchain Self-governance, Paul Merrill, Thomas H. Austin, Justin Rietz, and Jon Pearce
A unified framework on node classification using graph convolutional networks, Saurabh Mithe and Katerina Potika
No "Love" Lost: Defending Hate Speech Detection Models Against Adversaries, Melody Moh, Teng Sheng Moh, and Brian Khieu
