Kaushik Roy

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 69

Top Topics

Intrusion Detection

Artificial Immune

Feature Extraction

Top Venues

SpaCCS Workshops

Publications

Mansi Bhavsar, Yohannes Belayneh Bekele, Kaushik Roy, John C. Kelly, Daniel B. Limbrick
FL-IDS: Federated Learning-Based Intrusion Detection System Using Edge Devices for Transportation IoT. IEEE Access 12 (2024)
Yaa Takyiwaa Acquaah, Kaushik Roy
Exploration of Ensemble Methods for Cyber Attack Detection in Cyber-Physical Systems. AIAI (1) (2024)
Amber Hoenig, Kaushik Roy, Yaa Takyiwaa Acquaah, Sun Yi, Salil S. Desai
Explainable AI for Cyber-Physical Systems: Issues and Challenges. IEEE Access 12 (2024)
Roger E. Davis, Jingsheng Xu, Kaushik Roy
Classifying Malware Traffic Using Images and Deep Convolutional Neural Network. IEEE Access 12 (2024)
John Jenkins, Kaushik Roy
Exploring deep convolutional generative adversarial networks (DCGAN) in biometric systems: a survey study. Discov. Artif. Intell. 4 (1) (2024)
John Jenkins, Kaushik Roy
Using DCGANs and HOG + Patch-Based CNN for Face Spoofing Mitigation. AIAI (4) (2024)
Md Tasnim Alam, Yaa Takyiwaa Acquaah, Kaushik Roy
Image-Based Human Action Recognition with Transfer Learning Using Grad-CAM for Visualization. AIAI (1) (2024)
Sultan Almalki, Prosenjit Chatterjee, Kaushik Roy
Continuous Authentication Using Mouse Clickstream Data Analysis. CoRR (2023)
Prosenjit Chatterjee, Alex Yalchin, Joseph Shelton, Kaushik Roy, Xiaohong Yuan, Kossi D. Edoh
Presentation Attack detection using Wavelet Transform and Deep Residual Neural Net. CoRR (2023)
Bassey Ude, Olusola Tolulope Odeyomi, Kaushik Roy, Xiaohong Yuan
A Survey on Bias Mitigation in Federated Learning. SSCI (2023)
Rawshan Ara Mowri, Madhuri Siddula, Kaushik Roy
Is iterative feature selection technique efficient enough? A comparative performance analysis of RFECV feature selection technique in ransomware classification using SHAP. Discov. Internet Things 3 (1) (2023)
Xuan-Bac Nguyen, Chi Nhan Duong, Marios Savvides, Kaushik Roy, Khoa Luu
Fairness in Visual Clustering: A Novel Transformer Clustering Approach. CoRR (2023)
Mansi Bhavsar, Kaushik Roy, John Kelly, Odeyomi Olusola
Anomaly-based intrusion detection system for IoT application. Discov. Internet Things 3 (1) (2023)
Niraj Thapa, Meenal Chaudhari, Kaushik Roy
Presentation attack detection: an analysis of spoofing in the wild (SiW) dataset using deep learning models. Discov. Artif. Intell. 3 (1) (2023)
Karen Schnell, Kaushik Roy, Madhuri Siddula
A Descriptive Study of Webpage Designs for Posting Privacy Policies for Different-Sized US Hospitals to Create an Assessment Framework. Future Internet 15 (3) (2023)
Justin Spencer, Deborah Lawrence, Prosenjit Chatterjee, Kaushik Roy, Albert C. Esterline, Jung-Hee Kim
Presentation Attack Detection using Convolutional Neural Networks and Local Binary Patterns. CoRR (2023)
Daryle Smith, Sajad Khorsandroo, Kaushik Roy
Supervised and Unsupervised Learning Techniques Utilizing Malware Datasets. ICAIC (2023)
Melodee Montgomery, Prosenjit Chatterjee, John Jenkins, Kaushik Roy
Touch Analysis: An Empirical Evaluation of Machine Learning Classification Algorithms on Touch Data. CoRR (2023)
Jeffrey J. Hernandez V., Rodney Dejournett, Udayasri Nannuri, Tony Gwyn, Xiaohong Yuan, Kaushik Roy
Face Authentication from Masked Face Images Using Deep Learning on Periocular Biometrics. IEA/AIE (2022)
Shaun Anthony Little, Kaushik Roy, Ahmed Al Hamoud
Performance Benchmark of Machine Learning-Based Methodology for Swahili News Article Categorization. ICMLA (2022)
Ahmed Al Hamoud, Amber Hoenig, Kaushik Roy
Sentence subjectivity analysis of a political and ideological debate dataset using LSTM and BiLSTM with attention and GRU models. J. King Saud Univ. Comput. Inf. Sci. 34 (Issue) (2022)
Rawshan Ara Mowri, Madhuri Siddula, Kaushik Roy
A Comparative Performance Analysis of Explainable Machine Learning Models With And Without RFECV Feature Selection Technique Towards Ransomware Classification. CoRR (2022)
Richard Farrell, Xiaohong Yuan, Kaushik Roy
IoT to Structured Data (IoT2SD): A Big Data Information Extraction Framework. ICAIC (2022)
Rawshan Ara Mowri, Madhuri Siddula, Kaushik Roy
Interpretable Machine Learning for Detection and Classification of Ransomware Families Based on API Calls. CoRR (2022)
Niraj Thapa, Meenal Chaudhari, Sean McManus, Kaushik Roy, Robert H. Newman, Hiroto Saigo, K. C. Dukka B.
Correction: DeepSuccinylSite: a deep learning based approach for protein succinylation site prediction. BMC Bioinform. 23 (1) (2022)
Ali Alwehaibi, Marwan Bikdash, Mohammad Albogmi, Kaushik Roy
A study of the performance of embedding methods for Arabic short-text sentiment analysis using deep learning approaches. J. King Saud Univ. Comput. Inf. Sci. 34 (8 Part B) (2022)
Yaa Takyiwaa Acquaah, Balakrishna Gokaraju, Raymond C. Tesiero, Kaushik Roy
Machine Learning Techniques to Predict Real Time Thermal Comfort, Preference, Acceptability, and Sensation for Automation of HVAC Temperature. IEA/AIE (2022)
Mansi Bhavsar, Kaushik Roy, Zhipeng Liu, John Kelly, Balakrishna Gokaraju
Intrusion-Based Attack Detection Using Machine Learning Techniques for Connected Autonomous Vehicle. IEA/AIE (2022)
David Johnson, Tony Gwyn, Letu Qingge, Kaushik Roy
Deepfake Detection Using CNN Trained on Eye Region. IEA/AIE (2022)
Mesafint Fanuel, Xiaohong Yuan, Hyung Nam Kim, Letu Qingge, Kaushik Roy
A Survey on Skeleton-Based Activity Recognition using Graph Convolutional Networks (GCN). ISPA (2021)
Leyu Gao, Sandeep Shah, Nasser Assery, Xiaohong Yuan, Xiuli Qu, Kaushik Roy
Semi-Supervised Self Training to Assess the Credibility of Tweets. ISPA/BDCloud/SocialCom/SustainCom (2021)
Zhipeng Liu, Niraj Thapa, Addison Shaver, Kaushik Roy, Madhuri Siddula, Xiaohong Yuan, Anna Yu
Using Embedded Feature Selection and CNN for Classification on CCD-INID-V1 - A New IoT Dataset. Sensors 21 (14) (2021)
Norah Alshareef, Xiaohong Yuan, Kaushik Roy, Mustafa Atay
A Study of Gender Bias in Face Presentation Attack and Its Mitigation. Future Internet 13 (9) (2021)
Nawaf Aljohani, Joseph Shelton, Kaushik Roy
Authentication Based on Touch Patterns Using an Artificial Immune System. SSCI (2021)
Sandeep Shah, Pramita Sree Muhuri, Xiaohong Yuan, Kaushik Roy, Prosenjit Chatterjee
Implementing a network intrusion detection system using semi-supervised support vector machine and random forest. ACM Southeast Conference (2021)
Addison Shaver, Zhipeng Liu, Niraj Thapa, Kaushik Roy, Balakrishna Gokaraju, Xiaohong Yuan
Anomaly Based Intrusion Detection for IoT with Machine Learning. AIPR (2020)
W. Shannon Brown, Kaushik Roy, Xiaohong Yuan
US Traffic Sign Recognition Using CNNs. IntelliSys (3) (2020)
Sonya J. Burroughs, Balakrishna Gokaraju, Kaushik Roy, Khoa Luu
DeepFakes Detection in Videos using Feature Engineering Techniques in Deep Learning Convolution Neural Network Frameworks. AIPR (2020)
Pramita Sree Muhuri, Prosenjit Chatterjee, Xiaohong Yuan, Kaushik Roy, Albert C. Esterline
Using a Long Short-Term Memory Recurrent Neural Network (LSTM-RNN) to Classify Network Attacks. Inf. 11 (5) (2020)
John Jenkins, Kaushik Roy, Joseph Shelton
Using deep learning techniques and genetic-based feature extraction for presentation attack mitigation. Array 7 (2020)
Nasser Assery, Xiaohong Yuan, Xiuli Qu, Sultan Almalki, Kaushik Roy
Identifying Panic Triggers from Disaster-Related Tweets. ISPA/BDCloud/SocialCom/SustainCom (2020)
Steve Chesney, Kaushik Roy, Sajad Khorsandroo
Machine Learning Algorithms for Preventing IoT Cybersecurity Attacks. IntelliSys (3) (2020)
Niraj Thapa, Zhipeng Liu, Dukka B. KC, Balakrishna Gokaraju, Kaushik Roy
Comparison of Machine Learning and Deep Learning Models for Network Intrusion Detection Systems. Future Internet 12 (10) (2020)
Janelle C. Mason, Rushit Dave, Prosenjit Chatterjee, Ieschecia Graham-Allen, Albert C. Esterline, Kaushik Roy
An Investigation of Biometric Authentication in the Healthcare Environment. Array 8 (2020)
Daniel Xie, Prosenjit Chatterjee, Zhipeng Liu, Kaushik Roy, Kossi D. Edoh
DeepFake Detection on Publicly Available Datasets using Modified AlexNet. SSCI (2020)
Niraj Thapa, Meenal Chaudhari, Sean McManus, Kaushik Roy, Robert H. Newman, Hiroto Saigo, Dukka B. KC
DeepSuccinylSite: a deep learning based approach for protein succinylation site prediction. BMC Bioinform. (3) (2020)
Christopher Kelley, Janelle C. Mason, Albert C. Esterline, Kaushik Roy
An Empirical Evaluation of User Movement Data on Smartphones. Int. J. Comput. Intell. Appl. 18 (4) (2019)
Prosenjit Chatterjee, Alex Yalchin, Joseph Shelton, Kaushik Roy, Xiaohong Yuan, Kossi D. Edoh
Presentation Attack Detection Using Wavelet Transform and Deep Residual Neural Net. SpaCCS Workshops (2019)
Melodee Montgomery, Prosenjit Chatterjee, John Jenkins, Kaushik Roy
Touch Analysis: An Empirical Evaluation of Machine Learning Classification Algorithms on Touch Data. SpaCCS (2019)
Sultan Almalki, Prosenjit Chatterjee, Kaushik Roy
Continuous Authentication Using Mouse Clickstream Data Analysis. SpaCCS Workshops (2019)
Janelle C. Mason, Prosenjit Chatterjee, Kaushik Roy, Albert C. Esterline
A Framework to Identify People in Unstructured Environments Incorporating Biometrics. SpaCCS Workshops (2019)
Dylan J. Gunn, Zhipeng Liu, Rushit Dave, Xiaohong Yuan, Kaushik Roy
Touch-Based Active Cloud Authentication Using Traditional Machine Learning and LSTM on a Distributed Tensorflow Framework. Int. J. Comput. Intell. Appl. 18 (4) (2019)
Nasser Assery, Xiaohong Yuan, Sultan Almalki, Kaushik Roy, Xiuli Qu
Comparing Learning-Based Methods for Identifying Disaster-Related Tweets. ICMLA (2019)
Emmanuel Borkor Nuakoh, Kaushik Roy, Xiaohong Yuan, Albert C. Esterline
Deep Learning Approach for U.S. Traffic Sign Recognition. ICDLT (2019)
Janelle C. Mason, Christopher Kelley, Bisoye Olaleye, Albert C. Esterline, Kaushik Roy
An Evaluation of User Movement Data. IEA/AIE (2018)
Dylan J. Gunn, Kaushik Roy, Kelvin Bryant
Simulated Cloud Authentication Based on Touch Dynamics with SVM. SSCI (2018)
Prosenjit Chatterjee, Kaushik Roy
Anti-spoofing Approach Using Deep Convolutional Neural Network. IEA/AIE (2018)
Daniel Hooks, Xiaohong Yuan, Kaushik Roy, Albert C. Esterline, Joaquin Hernandez
Applying Artificial Immune System for Intrusion Detection. BigDataService (2018)
Anthony Dobson, Kaushik Roy, Xiaohong Yuan, Jinsheng Xu
Performance Evaluation of Machine Learning Algorithms in Apache Spark for Intrusion Detection. ITNAC (2018)
Ali Alwehaibi, Kaushik Roy
Comparison of Pre-Trained Word Vectors for Arabic Text Classification Using Deep Learning Approach. ICMLA (2018)
Ahmed Al Hamoud, Ali Alwehaibi, Kaushik Roy, Marwan Bikdash
Classifying Political Tweets Using Naïve Bayes and Support Vector Machines. IEA/AIE (2018)
Pablo Arias, Christopher Kelley, Janelle C. Mason, Kelvin Bryant, Kaushik Roy
Classification of User Movement Data. ICDSP (2018)
Abel Hailemichael, Solomon Gebreyohannes, Ali Karimoddini, Kaushik Roy, Abdollah Homaifar
Development of a Generic and Configurable Fuzzy Logic Systems Library for Real-Time Control Applications Using an Object-Oriented Approach. IRC (2018)
Marguerite McDaniel, Emma Sloan, Siobahn Day, James Mayes, Albert C. Esterline, Kaushik Roy, William Nick
Situation-based ontologies for a computational framework for identity focusing on crime scenes. CogSIMA (2017)
Nawaf Aljohani, Joseph Shelton, Kaushik Roy
A secure one time password protocol schema. Int. J. Inf. Priv. Secur. Integr. 3 (2) (2017)
Nawaf Aljohani, Joseph Shelton, Kaushik Roy
Continuous Authentication on Smartphones Using An Artificial Immune System. MAICS (2017)
Joseph Shelton, John Jenkins, Kaushik Roy
Extending disposable feature templates for mitigating replay attacks. Int. J. Inf. Priv. Secur. Integr. 3 (2) (2017)
Kaushik Roy, Joseph Shelton, Albert C. Esterline
A brief survey on multispectral iris recognition. Int. J. Appl. Pattern Recognit. 3 (4) (2016)
Joseph Shelton, John Jenkins, Kaushik Roy
Palm Print Identification and Verification Using a Genetic-Based Feature Extraction Technique. ICIAR (2016)
Kaushik Roy, Joseph Shelton, Brian O'Connor, Mohamed S. Kamel
Multibiometric system using fuzzy level set, and genetic and evolutionary feature extraction. IET Biom. 4 (3) (2015)
Nawaf Aljohani, Foysal Ahmad, Kaushik Roy, Joseph Shelton
Mutibiometric System Based on Game Theory. ICIAR (2015)
Pablo A. Arias, Joseph Shelton, Kaushik Roy, Gerry V. Dozier, Foysal Ahmad
Multispectral Recognition Using Genetic and Evolutionary Feature Extraction. MAICS (2015)
Pablo A. Arias, Joseph Shelton, Kaushik Roy, Foysal Ahmad, Gerry V. Dozier
Micro Genetic and Evolutionary Feature Extraction: An Exploratory Data Analysis Approach for Multispectral Iris Recognition. ICIAR (2015)
Foysal Ahmad, Kaushik Roy, Khary Popplewell
Multispectral Iris Recognition Using Patch Based Game Theory. ICIAR (2) (2014)
Khary Popplewell, Kaushik Roy, Foysal Ahmad, Joseph Shelton
Multispectral iris recognition utilizing hough transform and modified LBP. SMC (2014)
Kaushik Roy, Brian O'Connor, Foysal Ahmad, Mohamed S. Kamel
Multibiometric System Using Level Set, Modified LBP and Random Forest. Int. J. Image Graph. 14 (3) (2014)
Joseph Shelton, Kaushik Roy, Foysal Ahmad, Brian O'Connor
Iris recognition using Level Set and hGEFE. SMC (2014)
Kaushik Roy, Mohamed S. Kamel
Facial Expression Recognition Using Game Theory and Particle Swarm Optimization. ICCVG (2012)
Kaushik Roy, Mohamed S. Kamel
Multibiometric System Using Distance Regularized Level Set Method and Particle Swarm Optimization. ICCVG (2012)
Kaushik Roy, Mohamed S. Kamel
Facial Expression Recognition Using Game Theory. ANNPR (2012)
Kaushik Roy, Mohamed S. Kamel
Multibiometric System Using Level Set Method and Particle Swarm Optimization. ICIAR (2) (2012)