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Soni, Jayesh
Positions
Postdoctoral Associate
,
FIU Applied Research Center
,
College of Engineering and Computing
jsoni@fiu.edu
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Scholarly & Creative Works
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Identifiers
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Scholarly & Creative Works
selected scholarly works & creative activities
Article
2025
A Quantum LSTM-based approach to cyber threat detection in virtual environment
.
JOURNAL OF SUPERCOMPUTING
. 81:142.
Full Text via DOI:
10.1007/s11227-024-06615-7
2024
AI-based detection and identification of low-level nuclear waste: a comparative analysis
.
NEURAL COMPUTING & APPLICATIONS
. 36:21061-21072.
Full Text via DOI:
10.1007/s00521-024-10238-7
2023
MLE-NET: A Multi-Layered Ensemble Approach for an Enhanced Anomaly Detection
2021
Identifying Groups of Fake Reviewers Using a Semisupervised Approach
.
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS
. 8:1369-1378.
Full Text via DOI:
10.1109/TCSS.2021.3085406
Web of Science:
000724478300013
2020
Natural Language Processing based Anomalous System Call Sequences Detection with Virtual Memory Introspection
.
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS
. 11:455-460.
Web of Science:
000540015500060
Book Chapter
2024
Vision Transformer-Based Emotion Detection in HCI for Enhanced Interaction
. 76-86.
Full Text via DOI:
10.1007/978-3-031-53827-8_8
Web of Science:
001209044500008
2023
Towards Predicting the Life of an Engine
. 497-513.
Full Text via DOI:
10.4018/978-1-6684-6937-8.ch023
2023
A Multi-layered Deep Learning Approach for Human Stress Detection
. 7-17.
Full Text via DOI:
10.1007/978-3-031-27199-1_2
2023
A transfer learning approach for hurricane damage assessment using satellite imagery
. 101-114.
2023
Convolutional Neural Network-Based Cancer Detection Using Histopathologic Images
. 287-303.
Full Text via DOI:
10.1007/978-3-031-40688-1_13
2023
Deep Learning Approach for Detection of Fraudulent Credit Card Transactions
. 125-138.
Full Text via DOI:
10.1007/978-3-031-28581-3_13
2023
Deep Learning-Based Efficient Customer Segmentation for Online Retail Businesses
. 147-164.
Full Text via DOI:
10.1007/978-981-99-3970-1_9
2023
Learning-Based Model for Phishing Attack Detection
. 113-124.
Full Text via DOI:
10.1007/978-3-031-28581-3_11
2023
Quantum Computing-Enabled Machine Learning for an Enhanced Model Training Approach
. 201-216.
Full Text via DOI:
10.1007/978-981-19-9530-9_12
2022
Deep learning-based understanding of the complex patterns of cyber attacks
. 93-111.
Full Text via DOI:
10.4018/978-1-6684-4045-2.ch005
2022
KeyNet: Enhancing Cybersecurity with Deep Learning-Based LSTM on Keystroke Dynamics for Authentication
. 761-771.
Full Text via DOI:
10.1007/978-3-030-98404-5_67
Web of Science:
000784640700067
2022
Towards Detecting Fake Spammers Groups in Social Media: An Unsupervised Deep Learning Approach
. 237-253.
Full Text via DOI:
10.1007/978-3-031-10869-3_13
2021
Comparative Analysis of LSTM, One-Class SVM, and PCA to Monitor Real-Time Malware Threats Using System Call Sequences and Virtual Machine Introspection
. 113-127.
Full Text via DOI:
10.1007/978-981-33-4909-4_9
2020
Visualizing High-Dimensional Data Using t-Distributed Stochastic Neighbor Embedding Algorithm
. 189-206.
Full Text via DOI:
10.1007/978-3-030-43981-1_9
Conference
2023
Methodologies for Email Spam Classification using Large Language Models
. 179-185.
Full Text via DOI:
10.1109/CSCI62032.2023.00034
Web of Science:
001283930300002
2023
Quantum Neural Network Classification-Based Cyber Threat Detection in Virtual Environment
. 391-396.
Full Text via DOI:
10.1109/CSCI62032.2023.00070
Web of Science:
001283930300111
2022
Ada-Thres: An Adaptive Thresholding Method to Mitigate the False Alarms
. 916-921.
Full Text via DOI:
10.1109/CSCI58124.2022.00164
2022
EA-NET: A Hybrid and Ensemble Multi-Level Approach For Robust Anomaly Detection
. 18-27.
Full Text via DOI:
10.29007/6nhl
2020
Learning-based models to detect runtime phishing activities using URLs
. 102-106.
Full Text via DOI:
10.1145/3388142.3388170
2019
A Multi-time-scale Time Series Analysis for Click Fraud Forecasting using Binary Labeled Imbalanced Dataset
Full Text via DOI:
10.1109/CSITSS47250.2019.9031036
2019
Behavioral Analysis of System Call Sequences using LSTM Seq-Seq, Cosine Similarity and Jaccard Similarity for Real-time Anomaly Detection
. 214-219.
Full Text via DOI:
10.1109/CSCI49370.2019.00043
Web of Science:
000569996300036
2019
Deep Learning Approach to Detect Malicious Attacks at System Level
. 314-315.
Full Text via DOI:
10.1145/3317549.3326308
Web of Science:
000477981300044
2019
Learning-Based Model to Fight against flake Like Clicks on Instagram Posts
Web of Science:
000568970200175
Preprint
2024
DYNA-B: An Enhanced And Dynamic Batch Size Tuning For LSTM Neural Network
Full Text via DOI:
10.21203/rs.3.rs-4278420/v1
2024
PhisNet: Deep learning-based Hybrid and Ensemble Multi-level Approach for the detection of phishing websites
Full Text via DOI:
10.21203/rs.3.rs-4283476/v1
A Quantum LSTM Based Approach to Cyber Threat Detection in Virtual Environment
Full Text via DOI:
10.21203/rs.3.rs-4118482/v1
Contact
full name
Jayesh
Soni
Identifiers
ORCID iD
https://orcid.org/0000-0002-5740-4597
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