Sathish A. P. Kumar

66 papers C 2Misc 4Journal 31Unranked 29

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Survey of Quantum Reinforcement Learning Approaches: Current Status and Future Research Directions. CAI Ahmad Alomari, Sathish A. P. Kumar
2025	J	`jnl`	ACE-RLHF: Automated Code Evaluation and Socratic Feedback Generation Tool using Large Language Models and Reinforcement Learning with Human Feedback. CoRR Tasnia Rahman, Sathish A. P. Kumar, Sumit Kumar Jha, Arvind Ramanathan
2025	J	`jnl`	Adaptive neural network for quantum error mitigation. Quantum Mach. Intell. Temitope Adeniyi, Sathish A. P. Kumar
2025	J	`jnl`	BAAP-FIoT: Blockchain-Assisted Authentication Protocol for Fog-Enabled Internet of Things Environment. IEEE Internet Things J. Raveendra Babu Ponnuru, Sathish A. P. Kumar, Mohamed Azab, Goutham Reddy Alavalapati
2025	J	`jnl`	Enhanced Penalty-based Bidirectional Reinforcement Learning Algorithms. CoRR Sai Gana Sandeep Pula, Sathish A. P. Kumar, Sumit Jha, Arvind Ramanathan
2025	—	`conf`	FLARE: Federated Learning and Reinforcement Optimization for Cancer Survival Models. CAI Fataneh Tabarteh Farahani, Sathish A. P. Kumar
2025	—	`conf`	Felgnn-Dp: Federated Ensemble Learning-Based Graph Neural Network for Disease Prediction. CAI Fataneh Tabarteh Farahani, Sathish A. P. Kumar
2025	J	`jnl`	GPA: Grover Policy Agent for Generating Optimal Quantum Sensor Circuits. CoRR Ahmad Alomari, Sathish A. P. Kumar
2025	J	`jnl`	GPA: Grover Policy Agent for Generating Optimal Quantum Sensor Circuits. IEEE Trans. Artif. Intell. Ahmad Alomari, Sathish A. P. Kumar
2025	J	`jnl`	HCQA: Hybrid Classical-Quantum Agent for Generating Optimal Quantum Sensor Circuits. CoRR Ahmad Alomari, Sathish A. P. Kumar
2025	—	`conf`	Hybrid Classical-Quantum Neural Network for Distributed Denial of Service Attacks Detection. CogMI Ahmad Alomari, Sathish A. P. Kumar
2025	—	`conf`	MORAL: A Multimodal Reinforcement Learning Framework for Cognitive Intelligence in Autonomous Laboratories. CogMI Natalie Tirabassi, Sathish A. P. Kumar, Sumit Jha, Arvind Ramanathan
2025	J	`jnl`	MORAL: A Multimodal Reinforcement Learning Framework for Decision Making in Autonomous Laboratories. CoRR Natalie Tirabassi, Sathish A. P. Kumar, Sumit Jha, Arvind Ramanathan
2025	J	`jnl`	NVMS-Net: A Novel Constrained Noise-View Multiscale Network for Detecting General Image Processing Based Manipulations. IEEE Trans. Artif. Intell. Gurinder Singh, Kapil Rana, Puneet Goyal, Sathish A. P. Kumar
2025	—	`conf`	Quantum Clustering for Cognitive Intelligence: Methods, Applications and Challenges. CogMI Ahmad Alomari, Sathish A. P. Kumar
2025	—	`conf`	Quantum Regression for Cognitive Intelligence in Complex Environments. CogMI Ahmad Alomari, Sathish A. P. Kumar
2025	J	`jnl`	ReLAQA: Reinforcement Learning-Based Autonomous Quantum Agent for Quantum Applications. IEEE Trans. Artif. Intell. Ahmad Alomari, Sathish A. P. Kumar
2025	J	`jnl`	Robust authentication and key agreement protocol for smart microgrid environment. J. Inf. Secur. Appl. Raveendra Babu Ponnuru, Sathish A. P. Kumar, Mohamed Azab, Basker Palaniswamy, Goutham Reddy Alavalapati
2024	J	`jnl`	Denial of service attacks in edge computing layers: Taxonomy, vulnerabilities, threats and solutions. Ad Hoc Networks Ryhan Uddin, Sathish A. P. Kumar, Vinay Chamola
2024	J	`jnl`	EC-YOLOX: A Deep-Learning Algorithm for Floating Objects Detection in Ground Images of Complex Water Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jiaxin He, Yong Cheng, Wei Wang, Yakang Gu, Yixuan Wang, Wenjie Zhang, Achyut Shankar, Shitharth Selvarajan, Sathish A. P. Kumar
2024	Misc	`conf`	QRA: Quantum Reinforcement Agent for Generating Optimal Quantum Sensor Circuits. QCE Ahmad Alomari, Sathish A. P. Kumar
2024	J	`jnl`	Quantum secure authentication and key agreement protocols for IoT-enabled applications: A comprehensive survey and open challenges. Comput. Sci. Rev. Raveendra Babu Ponnuru, Sathish A. P. Kumar, Alavalapati Goutham Reddy, Ashok Kumar Das
2024	Misc	`conf`	Reinforcement Learning Based Actor Critic and Policy Agent for Optimized Quantum Sensor Circuit Design. QCE Temitope Adeniyi, Sathish A. P. Kumar
2024	J	`jnl`	Securing IoT systems in a post-quantum environment: Vulnerabilities, attacks, and possible solutions. Internet Things Ahmad Alomari, Sathish A. P. Kumar
2023	J	`jnl`	A novel continuous authentication method using biometrics for IOT devices. Internet Things Dipen R. Bhuva, Sathish A. P. Kumar
2023	J	`jnl`	DEQSVC: Dimensionality Reduction and Encoding Technique for Quantum Support Vector Classifier Approach to Detect DDoS Attacks. IEEE Access Ahmad Alomari, Sathish A. P. Kumar
2023	Misc	`conf`	Design of Quantum Machine Learning Course for a Computer Science Program. QCE Sathish A. P. Kumar, Temitope Adeniyi, Ahmad Alomari, Santanu Ganguly
2023	—	`conf`	Detection and Localization of DDoS Attack During Inter-Slice Handover in 5G Network Slicing. CCNC Himanshu Bisht, Moumita Patra, Sathish A. P. Kumar
2022	—	`conf`	Emotion and Sentiment Recognition using Natural Language Processing and Machine Learning Techniques during Disaster Situation. SSCI Peter Hart, Tasnia Rahman, Sathish A. P. Kumar
2022	—	`conf`	Enhancing Space Security Utilizing the Blockchain: Current Status and Future Directions. WiSEE Anastasios N. Bikos, Sathish A. P. Kumar
2022	J	`jnl`	Extorsionware: Exploiting Smart Contract Vulnerabilities for Fun and Profit. CoRR Alessandro Brighente, Mauro Conti, Sathish A. P. Kumar
2022	—	`conf`	Global Perception of Telemedicine before and after COVID-19 : A Text Mining Analysis. SSCI Sathish A. P. Kumar, Manu S. Pillai, Zhenlong Li
2022	J	`jnl`	Hybridization of Mean Shift Clustering and Deep Packet Inspected Classification for Network Traffic Analysis. Wirel. Pers. Commun. Sathish A. P. Kumar, A. Suresh, S. Raj Anand, K. Chokkanathan, M. Vijayasarathy
2022	J	`jnl`	Intelligent Vehicle Parking System (IVPS) Using Wireless Sensor Networks. Wirel. Pers. Commun. Sathish A. P. Kumar, Resmi R. Nair, E. Kannan, A. Suresh, S. Raj Anand
2022	J	`jnl`	Introduction to the special section on advances of machine learning in cybersecurity (VSI-mlsec). Comput. Electr. Eng. Suyel Namasudra, Rubén González Crespo, Sathish A. P. Kumar
2022	—	`conf`	SDN-based Federated Learning approach for Satellite-IoT Framework to Enhance Data Security and Privacy in Space Communication. WiSEE Ryhan Uddin, Sathish A. P. Kumar
2022	J	`jnl`	Securing Digital Ledger Technologies-Enabled IoT Devices: Taxonomy, Challenges, and Solutions. IEEE Access Anastasios N. Bikos, Sathish A. P. Kumar
2021	J	`jnl`	5G Security Challenges and Solutions: A Review by OSI Layers. IEEE Access S. Sullivan, Alessandro Brighente, Sathish A. P. Kumar, Mauro Conti
2021	Misc	`conf`	Ensemble Algorithm using Transfer Learning for Sheep Breed Classification. SACI Divyansh Agrawal, Sachin Minocha, Suyel Namasudra, Sathish A. P. Kumar
2021	J	`jnl`	Presentation of a Novel Method for Prediction of Traffic with Climate Condition Based on Ensemble Learning of Neural Architecture Search (NAS) and Linear Regression. Complex. Javad Artin, Amin Valizadeh, Mohsen Ahmadi, Sathish A. P. Kumar, Abbas Sharifi
2021	C	`conf`	Reinforcement Learning-Based Anomaly Detection for Internet of Things Distributed Ledger Technology. ISCC Anastasios N. Bikos, Sathish A. P. Kumar
2020	J	`jnl`	3D Face Reconstruction From Single 2D Image Using Distinctive Features. IEEE Access Hafiz Muhammad Rehan Afzal, Suhuai Luo, Muhammad Kamran Afzal, Gopal Chaudhary, Manju Khari, Sathish A. P. Kumar
2020	—	`conf`	A Reflective Neural Network Based Learning Framework for Intelligent Physical Systems. BigDataSecurity/HPSC/IDS Sathish A. P. Kumar, Michael A. Brown
2020	—	`conf`	A Survey of Intelligent Transportation Systems Security: Challenges and Solutions. BigDataSecurity/HPSC/IDS Julie L. Harvey, Sathish A. P. Kumar
2020	J	`jnl`	A review of topic modeling methods. Inf. Syst. Ike Vayansky, Sathish A. P. Kumar
2020	—	`conf`	Data Analysis of Lead Contamination in New York. SSCI John Shelley, Manu S. Pillai, Sathish A. P. Kumar
2020	—	`conf`	Evaluation of Classification algorithms for Distributed Denial of Service Attack Detection. AIKE Maulik Gohil, Sathish A. P. Kumar
2020	—	`conf`	Machine Learning-Based Models for Assessing Physical and Social Impacts Before, During and After Hurricane Michael. SSCI Julie L. Harvey, Sathish A. P. Kumar, Shaowu Bao
2019	—	`conf`	A Practical Model for Educators to Predict Student Performance in K-12 Education using Machine Learning. SSCI Julie L. Harvey, Sathish A. P. Kumar
2019	C	`conf`	An Evaluation of Geotagged Twitter Data during Hurricane Irma Using Sentiment Analysis and Topic Modeling for Disaster Resilience. ISTAS Ike Vayansky, Sathish A. P. Kumar, Zhenlong Li
2019	—	`conf`	Data Science for K-12 Education. SSCI Julie L. Harvey, Sathish A. P. Kumar
2019	J	`jnl`	Flooding disaster resilience information framework for smart and connected communities. J. Reliab. Intell. Environ. Sathish A. P. Kumar, Shaowu Bao, Vivek K. Singh, Jason O. Hallstrom
2019	—	`conf`	Machine Learning for Predicting Development of Asthma in Children. SSCI Julie L. Harvey, Sathish A. P. Kumar
2019	—	`conf`	Machine Learning-Based Models for Assessing Impacts Before, During and After Hurricane Florence. SSCI Julie L. Harvey, Sathish A. P. Kumar, Shaowu Bao
2019	J	`jnl`	Topic modeling and sentiment analysis of global climate change tweets. Soc. Netw. Anal. Min. Biraj Dahal, Sathish A. P. Kumar, Zhenlong Li
2018	—	`conf`	A Machine Learning Based Approach to Detect Malicious Fast Flux Networks. SSCI Sathish A. P. Kumar, Brian Xu
2018	J	`jnl`	A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance. J. Reliab. Intell. Environ. Sathish A. P. Kumar, R. Madhumathi, Pethuru Raj Chelliah, Tao Lei, Shangguang Wang
2018	—	`conf`	Spatio-Temporal Reasoning within a Neural Network framework for Intelligent Physical Systems. SSCI Sathish A. P. Kumar, Michael A. Brown
2018	J	`jnl`	Towards Bandwidth Guaranteed Virtual Cluster Reallocation in the Cloud. Comput. J. Jialei Liu, Shangguang Wang, Ao Zhou, Xiang Xu, Sathish A. P. Kumar, Fangchun Yang
2018	J	`jnl`	Using Proactive Fault-Tolerance Approach to Enhance Cloud Service Reliability. IEEE Trans. Cloud Comput. Jialei Liu, Shangguang Wang, Ao Zhou, Sathish A. P. Kumar, Fangchun Yang, Rajkumar Buyya
2017	—	`conf`	A Cloud-Based Service Delivery Platform for Effective Homeland Security. CSCloud Pethuru Raj Chelliah, Sathish A. P. Kumar
2017	—	`conf`	A Simulation Study to Detect Attacks on Internet of Things. DASC/PiCom/DataCom/CyberSciTech David Eastman, Sathish A. P. Kumar
2017	—	`conf`	MVR: An Architecture for Computation Offloading in Mobile Edge Computing. EDGE Xiaojuan Wei, Shangguang Wang, Ao Zhou, Jinliang Xu, Sen Su, Sathish A. P. Kumar, Fangchun Yang
2017	—	`conf`	Securing IoT-Based Cyber-Physical Human Systems against Collaborative Attacks. ICIOT Sathish A. P. Kumar, Bharat K. Bhargava, Raimundo José de Araújo Macêdo, Ganapathy Mani
2017	—	`conf`	Vulnerability Assessment for Security in Aviation Cyber-Physical Systems. CSCloud Sathish A. P. Kumar, Brian Xu
2016	—	`conf`	Latent Interest and Topic Mining on User-Item Bipartite Networks. SCC Jinliang Xu, Shangguang Wang, Sen Su, Sathish A. P. Kumar, Chou Wu