The International Conference on Intelligent Data Science Technologies and Applications (IDSTA2023)

In Conjunction with

Kuwait Fintech and Blockchain Summit

24–26 OCT., 2023 | Kuwait City, Kuwait.

Detailed Program

Time zone: Kuwait Time, (GMT+3)

Technical Session Authors Title

DS-1

Teams Link

A Smart Network Intrusion Detection System for Cyber Security of Industrial IoT

Fadi Alzhouri, Hardik Gunjal, Preetkumar Patel, Ahmad Hammad and Dariush Ebrahimi

Identifying Candidate Pages for Shortcuts in a Website for Site Personalization and Adaptation

Haider Ramadhan

Data Architecture Framework For Data-Intensive Applications

Moamin Abughazala, Mohammad Sharaf and Henry Muccini

Arabic Web Page Classification with AraBert and Mixture vectorization Methods: Analysis using K-NN, LSTM and Naive Bayes

Hicham Ghouch, Karima El Majdoub, Abdelmounaim Kerkri and Mohamed Amine Madani

Towards Arabic Multimodal Dataset for Sentiment Analysis

Abdelhamid Haouhat, Slimane Bellaouar, Attia Nehar and Hadda Cherroun

Detecting Distracted Drivers using Convolutional Neural Networks

Mohamad Tarabin, Mariam Mohamed Alketbi, Hamad Rashed Alfalasi, Mohammad Alsmirat and Yousef Sharrab

The Role of Emojis in Sentiment Analysis of Financial Microblogs

Ahmed Mahrous, Jens Schneider and Roberto Di Pietro

Bias Correction in Urban Building Energy Modeling for Chicago using Machine Learning

Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua New, Ankur Garg, Santiago Correa and Kevin Bacabac

Incorporating Data Preparation and Clustering Techniques for Workload Segmentation in Large-Scale Cloud Data Centers

Mustafa Daraghmeh, Anjali Agarwal and Yaser Jararweh

DS-2

Teams Link

Epileptic Seizure Detection using Novel CNN with Residual Connections

Zainab Abualhassan, Ehtesham Hassan, Imtiaz Ahmad and Sa'Ed Abed

Thermography-Based Early-Stage Breast Cancer Detection Using SVM

Tina Zavvar, Ismaeel Al Ridhawi and Ali Abbas

Deep Federated Learning for IoT to Improve Healthcare Operations

Haya Elayan, Moayad Aloqaily and Mohsen Guizani

Modular Simulation Environment Towards OTN AI-based Solutions

Sam Aleyadeh, Abbas Javadtalab and Abdallah Shami

My Household' Application: A Smart Mobile Application for Household Management

Ahmed Shuhaiber, Hamdah Almenhali, Meera Almansoori and Noura Alhamed

Machine Learning Based Preemptive Diagnosis of Parkinson's Disease Using Saudi Clinical Data: A Preliminary Case Study on Saudi Arabia Dataset

Sunday O. Olatunji, Abdulaziz Alzahrani, Abdulaziz Alsubaie, Osamah Aldahlan, Ibrahim Alnafea, Abdullah Alamri, Mohammed Imran, Mohammad Aftab, Abdulrahman Almuhaidib and Jamal Alhiyafi

Securing Domain Name Systems With Blockchain

Joshua Theoder, Binusha Shabu Metharath and Sahel Alouneh

Lung Cancer Survival Time Prediction Using Machine Learning and Deep Learning Techniques

Qanita Bani Baker, Enas Khwaileh, Marwa Alharbi and Yaser Jararweh

Image Retargeting Techniques Identification using Supervised Deep Learning

Ruba Kharsa, Rouaa Alzoubi, Mohammad Alsmirat and Mahmoud Al-Ayyoub

BC-1
Teams Link
Dev Churiwala and Bhaskar Krishnamachari QLAMMP: A Q-Learning Agent for Optimizing Fees on Automated Market Making Protocols
Prateek Durgapal, Parth Kataria, Garv Garg and Anshu S. Anand A Comprehensive Distributed Framework for Cross-silo Federated Learning using Blockchain
Yamina Khenfouci and Yacine Challal Decentralized and Trustful Supervised Learning over Blockchain
Carmelo Felicetti, Antonella Guzzo, Giuseppe Manco, Francesco Pasqua, Ettore Ritacco, Antonino Rullo and Domenico Saccà Deep Learning PUF-based Item Identification for Supply Chain Management in a Distributed Ledger Framework
Abdulrezzak Zekiye, Semih Utku, Fadi Amroush and Oznur Ozkasap AI-Assisted Investigation of On-Chain Parameters: Risky Cryptocurrencies and Price Factors
Muhammad Nasim Bahar, Michal Ries and Kristián Košťál A dynamic decision support system for the best-fitting Blockchain platform selection
Charles Rawlins, Jagannathan Sarangapani and Donald Wunsch Prediction of Blockchain Transaction Fraud Using a Lightweight Generative Adversarial Network
Charles Rawlins, Jagannathan Sarangapani and Venkata Sriram Siddhardh Nadendla A Reputation System for Distributed Intelligent Blockchain Decision-Making
BC-2
Teams Link
Mikel Cortes-Goicoechea, Tarun Mohandas-Daryanani, Jose Luis Muñoz-Tapia and Leonardo Bautista-Gomez Unveiling Ethereum's Hidden Centralization Incentives: Does Connectivity Impact Performance?
Ebtehal Nassar, Sherif A. Mazen, Stefan Craß and Iman M. A. Helal Modelling Blockchain-based Systems using Model-driven Engineering
Ammar Abasi, Neveen Hijazi, Moayad Aloqaily and Mohsen Guizani Securing Federated Learning against FGSM Attacks with Adaptive Trust Scores and Blockchain Updates
Muhammad Asad and Safa Otoum Towards Privacy-Aware Federated Learning for User-Sensitive Data
Abdulrezzak Zekiye and Öznur Özkasap Blockchain-based Federated Learning for Decentralized Energy Management Systems
Mayank Gulati, Narges Dadkhah, Benedikt Groß, Gerhard Wunder, Jovan Glavonjic, Aleksandar Pavlovic and Aleksandar Tomcic BETA-FL: Blockchain-Event Triggered Asynchronous Federated Learning in Supply Chains
Robert Cowlishaw, Red Boumghar, Annalisa Riccardi and Ashwin Arulselvan Automating and Decentralising Satellite-based Emergency Mapping
Monirah Al-Ajlan and Mourad Ykhlef DeepBlock: a Collaborative Intrusion Detection Framework Based on Blockchain and Deep Learning
BC-3
Teams Link
Maroua Abdelhafidh, Nesrine Zaghdoud, Nadia Charef and Adel Ben Mnaouer Blockchain-based key management solution for Clustered Flying Ad-Hoc Network
Nisita Weerasinghe, Tharaka Hewa, Anshuman Kalla, Mika Ylianttila and Madhusanka Liyanage Blockchain enabled Private 5G Networks: A Primer
Jyostna Grandhi, Mahesh U Patil and Lakshmi Eswari Automation of Blockchain Network Setup in offering Blockchain as a Service (BaaS)
Volodymyr Khylenko Application of blockchain technologies to improve the quality of microgrid network management
Ivan Fedorov and Sergey Bezzateev Blockchain based fog computing network architecture
Md. Mainul Islam, Md. Kamrul Islam and Mohammad Hammoudeh High-Speed Secure Vanity Address Generator for User Convenience in Blockchain Networks
Jongho Seol, Kyle Kentner, Indy N. Park, Shital Joshi and Nohpill Park An Adaptive Blockchain-based Decentralized Network Computing
Fahad Rahman, Chafiq Titouna and Farid Naït-Abdesselam Scaling A Blockchain System For Load Balancing of DNS Servers Using Heuristic Sharding
BC-4
Teams Link
Abdullatif Baba, Basil Alothman and Omar Khattab Blockchain-Based Heuristic Study to Secure UAVs From GPS Spoofing Signals and External Attacks
Luc Gerrits, Thomas Mabrut and Francois Verdier Communicate Vehicle Accident Data to Blockchain for Secure and Reliable Record-Keeping Using Android Automotive Application
Xirong Xao, Mohamed Rahouti, Senthil Kumar Jagatheesaperumal and Kaiqi Xiong Blockchain-Based Psychological Information Sharing Platform
Jamal Al-Karaki, Amjad Gawanmeh and Claude Fachkha Blockchain for Email Security: A Perspective on Existing and Potential Solutions for Phishing Attacks
Yeray Mezquita, Javier Parra, Javier Prieto and Juan Corchado Towards the Optimization of the Spanish Land Registry System
Saud Alhoshan, Mohammed Alalem, Eisa Jokhdar, Dana Kharrat, Nidal Nasser and Lutful Karim Enhancing Parcel Tracking with Blockchain: A Secure and Efficient Solution for Large Shipments of Medicines and Drugs
Ahmed Shuhaiber, Nishara Nizamuddin and Amal Amer Breaking Boundaries: Exploring Blockchain's Impact on UAE Organizations
Monther Aldwairi, Mohamad Badra and Rouba Borghol DocCert: Nostrification, Document Verification and Authenticity Blockchain Solution
BC-5
Teams Link
Ras Dwivedi, Mukul Verma, Tanmay Yadav and Sandeep Shukla Pluggable Integrity layer for Property Registration
Marko Jevtic, Sajjad Khan, Jorao Gomes Jr. and Davor Svetinovic Blockchain-Based Countermeasures for Luxury Goods Counterfeiting: A Focused Survey
Tamer Abdelaziz and Aquinas Hobor Schooling to Exploit Foolish Contracts
Sion Israel Sion, Kaiwen Zhang and Alain April Towards Citizen-Centric Services using Blockchain-Powered Digitalization of Public Sector Processes
Li Xu, Tianyu Li and Zekeriya Erkin Verifiable Credentials with Privacy-Preserving Tamper-Evident Revocation Mechanism
Dušan Morháč, Kristián Košťál, Viktor Valaštín and Ivan Kotuliak ParaSpell XCM SDK: A new protocol for interoperability in Polkadot Paraverse
Dev Churiwala and Bhaskar Krishnamachari CoMMA Protocol: Towards Complete Mitigation of Maximal Extractable Value (MEV) Attacks
Rui Morais, Paul Crocker and Simão Melo de Sousa Echidna: A New Consensus Algorithm for Efficient State Machine Replication
BC-6
Teams Link
Tatjana Davidovic, Milan Todorovic, Bharat Sharma and Dusan Ramljak Exploring Arbitrary Real-life Problems in Proof-of-Useful-Work: Myth busting?
Yuehua Wu, Feihu Yan, Yunxiao Wang and Wenzhi Chen PoWVDF: Progressive Real-Time Block Rate Targeting
Alexander Neulinger Poster Paper: Towards Blockchain-based AI Alignment Using a Proof of Personhood Consensus Mechanism
Disha Patel and Sean Choi SmartNIC-Powered Multi-threaded Proof of Work
Boyang Li, Bingyu Shen, Qing Lu, Taeho Jung and Yiyu Shi Proof-of-Federated-Learning-Subchain: Free Partner Selection Subchain Based on Federated Learning
Kyle Kentner, Jongho Seol and Nohpill Park A Real-Time Performance Model for NFT Chains
Fjölnir Þrastarson and Gísli Hjálmtýsson Dynamic membership management for a permitted blockchain
Harry Halpin, Jaya Brekke and Marios Isaakidis Socio-technical Principles of Decentralized Protocol Design
BC-7
Teams Link
Mahtab Norouzi, Mounir Elgharabawy and Kaiwen Zhang The Greed Trap: Uncovering Intrinsic Ethereum Honeypots through Symbolic Execution
Papa Diadia Ba, James Tamgno Kouawa and Kora Ahmed Dooguy Implementing and Evaluating a Blockchain-Based Dematerialized Public Procurement System with HyperLedger Fabric and OCDS
Sarad Venugopal and Heiko Aydt Measuring Stakeholder Agreement and Stability in a Decentralised Organisation
Md. Ahsan Habib, Md. Mainul Islam, Md. Motaleb Hossen Manik, Tamzid Rahman, Rushmila Shabneen, Fahim Ahmed Mondal and Raihan Hussain A technique to avoid Blockchain Denial of Service (BDoS) and Selfish Mining Attack
Gang Wang and Mark Nixon SoK: Essentials of BFT Consensus for Blockchains
Ishaya Gambo, Timilehin Ogundare, Michael Magreola and Temitope Ajayi Refining Blockchain-powered Industrial Internet-of-Things Architecture for Improved Performance
BC-8
Teams Link
Michael Sober, Giulia Scaffino, Marten Sigwart, Philipp Frauenthaler, Markus Levonyak and Stefan Schulte A Framework for Asynchronous Cross-Blockchain Smart Contract Calls
Ras Dwivedi, Tushar Singla and Sandeep Shukla Cross-Chain Atomic Swaps without Time Locks
Issam Al-Azzoni and Saqib Iqbal Model-Driven Approach for Generating Smart Contracts for Access Control
Shahrin Chowdhury and Anca Delia Jurcut Design requirements for secured and cost-efficient Blockchain-based data exchange frameworks in healthcare
Riham Elsaadany and Guy Bégin A Blockchain Node Organizing and Auto-Scaling Architecture for the Internet of Things
BC-9
Teams Link
Daniel Roszak and Zakwan Jaroucheh Secure Multi-party Computation for Digital Assets Custody Purpose - Analysis of Open-source Implementations
Pouria Fatemi and Amir Goharshady Secure and Decentralized Generation of Secret Random Numbers on the Blockchain
Jaqueline Hans, Sajjad Khan and Davor Svetinovic Blockchain CBDC Security Threats using STRIDE
Siamak Solat and Farid Naït-Abdesselam Parallel Committees: High-Performance, Scalable, and Secure Distributed Replication System Using a Novel Sharding Technique
Shengwei You, Aditya Joshi, Andrey Kuehlkamp and Jarek Nabrzyski Mining User Behavior in Decentralized Applications for Blockchain Trust and Security Analytics
Fehmi Jaafar, Darine Amayed, Wissam Salhab, Mohamed Cheriet and Hajer Bouani Blockchain-based consent management for privacy persevering and transparency in intelligent surveillance systems
Saad Alghashmari and Abdulaziz Alnori Blockchain Technology in IoT and IIoT Environments: Solutions and Challenges
Gang Wang and Mark Nixon SoK: Blockchain for Industrial Internet of Things
BC-10
Teams Link
Guido Perscheid and Juergen Moormann Towards a framework for analyzing the suitability of DLTs for integration in the IoT
Khalil Guibene, Nadhir Messai and Marwane Ayaida Securing Cyber-Physical Industrial Systems Against False Data Injection Attacks: A Hybrid Detection Approach
Haotian Luo, Niansong Mei, Chong Du and Caoyi Yu A distributed EMR data storage scheme based on LWE
Eder John Scheid, Sebastian Küng, Muriel Franco and Burkhard Stiller Opening Pandora's Box: an Analysis of the Usage of the Data Field in Blockchains
Stefan Behfar, Frank Théodoloz, Cyril Schranz and Marzie Hosseinpour Blockchain-based data sharing platform customization with on/off-chain data balancing
Fadi Barbara, Mirko Zichichi, Stefano Ferretti and Claudio Schifanella DLT-based Personal Data Access Control with Key-Redistribution
Stefan Behfar How decentralized intelligence relates to big data analytics
Abdelkader Laouid, Mostefa Kara, Mohammed Al-Khalidi, Khaled Chait, Mohammad Hammoudeh and Ahmed Aziz A New Direction of Blockchain Data Representation: Compressing Big Data and Computation-based Verification
BC-11
Teams Link
Caoyi Yu, Niansong Mei, Chong Du, Haotian Luo and Qian Lian IoT Data Sharing Scheme Based on Blockchain and Homomorphic Encryption
Basil Alothman, Mariam Alenezi, Danah Alhamdan, Mariam Almutairat, Zahraa Almousa, Chibli Joumaa and Murad Khan Securing Medical Records Using Private Blockchain Technology
Han Wang, Hui Li, Zixian Wang, Feng Zhao, Yao Yao, Yuhong Chen, Tuanfa Qin, Ping Lu and Jiaoli Shi Optimizing Read Performance in Lightweight Blockchain with Cooperative Storage Scheme
Ben Charoenwong, Robert Kirby and Jonathan Reiter Risk-Free Interest Rates in Decentralized Finance
Saminu Salisu and Caitlin Egen A Framework for Digital Asset Transaction Roundtrip Risk Evaluation
Xiongfei Zhao and Yain-Whar Si Challenges of Blockchain adoption in financial services in China's Greater Bay Area
Muhammad Muneem Shabir and Kaiwen Zhang Qwallet: A Hybrid Cryptocurrency Wallet using Quantum RNG
Bence Ladoczki and Zhaojie Luo Routing Fee Adjustment Strategies in Payment Channels
BC-12
Teams Link
Håkon I. Frøland, Edward Palm, Katina Kralevska and Danilo Gligoroski Web3 and Blockchain for Modernizing the Reseller Market
Elsi Ahmadieh and Nour El Madhoun Artwork NFTs Online Trading and Transaction Cancellation: A Smart Contract Application
Mohammad Alja'Afreh, Sahel Alouneh, Muath Obaidat, Ali Karime and Abdulmotaleb El Saddik Metaverse through Blockchain and Intelligent Networking: A Comprehensive Survey
Sarad Venugopalan and Heiko Aydt Incentivising Building Data Availability and Accessibility Using Tokenized Data Assets
Kristián Košťál, Muhammad Nasim Bahar, Richard Gazdík and Michal Ries Advancing Decentralized Finance: A Comprehensive Pool-based Liquidity Protocol

Poster Session

Project Title Auhors' Names
A Smart Health Monitoring System for Soldiers Noura Zaid Teamah Alshammari
Moudhi Khaled Masoud Almutairi
Mariam Meshal Marzouq Alrasheedi
Jenan Ahmad Abdulwahab Alabdulsalam
Footstep Power Generation System Gzlan Mansour Hamad Motlaq Fatemah Atef Mahmoud Abu Alhasan
Sara Mohamed Thaher
Salsabeel Jarrah Ahmad Sayed Yousef
Daniah Husni Abdulmoneim Abdulsameea
Solar PV damage detection and dust cleaning system Tasneem Alhajri
Ghalyah Althafiri
Mona Alenezi
IoT control Bot: Telegram-based control for IoT Devices and Sensors Fouz Ahmad Hussain Alenezi
Asmaa Abdullah Shukhair Alenezi
Khadeja M E Almousawi
Zahraa A M Alhawaj
A New Vehicle Protection System Taif AlShalahi
Abeer Ahmad Sabr Alshammari
Wedian Meshal Metreb Alhajri
Haya Mamdouh Khlaif Alshammari
Smart Car Braking System Mohammad AlAmmar
Retaj Ali
Shareefah Yousef Barjas Alshammari
Khaled B S Aljabali
An Autonomous Flying Security Monitoring System Hassan A. AlHadda
Fawaz A. AlEnezi
Abdulaziz J. AlKhoder
Ali S. AlMeftah
A Traffic Regulation System based on RFID Technology Bandar M Kh Aldhefiri
Saud Salem Abdullah Alrasheedi
Rajaan Zaid Fhaid Aldhafeeri
Mohammad Ahmad Marzouq Alazmi
Gas Leakage Detector System Abdulaziz Bader Abdulaziz Alazmi
Khaled Omair Abdulrahman Alrasheedi
Abdullah Gh A Almulla
Mohammad Abdulhadi Mohammad Alajmi
A Cooperative IoT Solution for Connected Devices Khaled Alenzei
Salman Alrasheedy
Hamad Alshammari
Salem Alsulaili
Yahya AlRashash
Secure You Home: an Automation System for Home Security Asayel Waleed Khaled Alenezi
Haya Saad Ayedh Alqahtani
Sarah Nahar Mubarak Alarou Almutairi
Fatemah Mlaihan Barakah Alsaeedi