SlideShare a Scribd company logo
National Education Society®
Jawaharlal Nehru New College of Engineering
Department of Computer Science and Engineering
ATechnical Seminar Presentation
On
“Smart Contract Automation Trust Through Blockchain”
Presented By
DIVYA S B 4JN21CS048
Visvesvaraya Technological University Belagavi,
Karnataka
1
Under the Guidance of :
Mr. Vedananda D E B.E., M.Tech.
Asst. Professor, Dept. of CS&E
JNNCE, Shivamogga
Coordinator :
Dr. Narendra Kumar S B.E., M.Tech., Ph.D
Asst. Professor, Dept. of CS&E
JNNCE, Shivamogga
Smart contract automation revolutionizes how agreements are
executed, leveraging blockchain technology to enhance trust,
transparency, and efficiency across various industries.
Smart Contract
Automation
Introduction to Smart Contracts
Increases trust with secured
and transparent agreements.
Benefits of Automation
Smart contracts are self-executing contracts with the terms of the agreement directly written into
code, enabling automatic enforcement and execution once predefined conditions are met.
Self-executing contracts
written in code.
Importance in Modern
Business
What Are Smart
Contracts?
Reduces reliance on
intermediaries and errors.
Enabling Smart Contracts
Understanding Blockchain
Technology
Immutability and consensus mechanisms.
Decentralized ledger that securely records transactions.
Blockchain provides the foundation for secure, automated, and
self-executing contracts without intermediaries.
Key Features
Definition of Blockchain
Once data is recorded on the
blockchain, it cannot be changed,
ensuring that contract terms remain
intact and verifiable.
Immutability
Decentralization Consensus Mechanisms
Trust Mechanisms in Blockchain
By distributing data across a
network, blockchain prevents
centralized control and reduces the
risk of fraud or manipulation.
Trust Mechanisms in Blockchain
Mechanisms such as Proof of Work
and Proof of Stake validate
transactions, ensuring that all
parties agree to the state of the
blockchain.
1
3
2
Looking ahead, advancements like AI-driven smart contracts and
improved legislative frameworks will augment their functionality and
acceptance.
Increasing adoption across sectors such as finance, supply chain, and
real estate has made smart contracts a pivotal technology for business
automation.
Future Directions
Evolution of Smart Contracts
The concept of smart contracts was first introduced by Nick Szabo in
1994, but real-world applications emerged with Ethereum's launch in
2015.
Historical Context
Growth Trends
3
2
1
4
Blockchain Integration
Digital Code
Records are visible on the blockchain, ensuring
accountability.
Transparency and Security
Contracts execute automatically when conditions are
met.
Key Components of Smart Contracts
Automated Execution
Smart contracts are innovative tools that revolutionize traditional contract practices.
Smart contracts are self-executing programs detailing
the terms.
Stored on the blockchain for security and permanence.
2
1 4
3
Automation
Workflow
All outputs and
transactions are
permanently recorded
on the blockchain.
Permanence
Creation
Contracts
automatically execute
actions once
conditions are met.
Smart Contract Automation Process
Predefined conditions
dictate how and when
contracts execute.
Smart contracts are
coded and deployed
onto the blockchain.
Condition Setting
Insurance
Services
Applications of Smart Contracts
Real Estate
Transactions
Supply Chain
Management
Finance
Automates
claims
processing,
validating claims
instantaneously.
Facilitates
automated
lending,
borrowing, and
trading without
intermediaries.
Enhances
transparency and
traceability,
automating
inventory
management and
payments.
Securely
manages medical
records and
patient consent,
automating
processes.
Streamlines
property
transactions,
reducing closing
costs by
eliminating
paperwork.
Healthcare
3 4 5
1 2
Recording
Results
Contracts are
developed and
deployed onto a
blockchain, ready for
for use once
conditions are agreed
agreed upon.
Executions are
automatically
initiated when the
conditions are met,
met, ensuring
seamless operations.
operations.
Automated
mechanisms for
compliance and
tracking ensure
adherence to
regulatory standards.
Workflow of Smart Contract Automation
Deployment Execution Trigger
Trigger
Compliance
Checks
Results from contract
contract execution
are permanently
logged on the
blockchain for future
future reference and
and auditing.
Smart contracts
check inputs against
predefined criteria to
ensure validity before
execution.
Condition
Verification
Exploit contracts via
unauthorized recursive
calls.
Numeric issues leading to
leading to financial
integrity problems.
Reentrancy Attacks Oracle Manipulation
Risks
Front Running
Miners reorder
transactions for profit
based on insight.
Security Challenges in Smart Contracts
Data inaccuracies
threaten contract
outcomes.
Integer Overflows
Regular Auditing
Requiring multiple sign-offs for
contract execution enhances
security.
Implementing reliable data
sources ensures the validity of
external inputs.
Formal Verification
Solutions for Smart Contract
Security
Employing mathematical
techniques to prove the
correctness of contract logic.
Continual code testing and peer
reviews help identify and rectify
vulnerabilities.
Multi-Signature
Protocols
Usage of Secure Oracles
Hyperledger
Fabric
Polkadot
Binance Smart
Chain
Designed for enterprise
solutions, focusing on
permissioned networks.
Leading platform for
developing smart
contracts, customizing
with Solidity.
Provides cross-chain
functionality, enhancing
blockchain scalability.
Smart Contract Execution Platforms
Ethereum
Offers fast transactions
and low fees for
decentralized
applications.
Solidity
A powerful development
framework, offering tools for
contract compilation, deployment,
and testing, facilitating a smooth
development cycle.
A high-level programming
language specifically designed for
writing contracts on the Ethereum
platform.
Truffle Suite
Tools for Smart Contract
Development
A versatile node-based
development and testing
environment that allows
developers to deploy and maintain
contracts efficiently.
Remix IDE
A web-based integrated
development environment that
empowers developers to write,
compile, and deploy smart
contracts easily.
Hardhat
Privacy-Preserving
Technologies
Regulatory Frameworks
As regulations evolve, smart
contracts will require better
integration with legal systems to
be widely accepted.
Greater focus on developing
systems allowing different
blockchain ecosystems to
communicate and utilize smart
contracts seamlessly.
AI-Powered Contracts
Integration of AI will allow
contracts to adapt based on
historical data and perform
predictive analyses for more
intelligent execution.
Interoperability
Future Enhancements
Advances in areas like zero-
knowledge proofs will enhance
user privacy and protect
sensitive information in
transactions.
DeFi Revolution Efficient Markets
Platforms like Aave and
Compound allow users to lend and
borrow assets, with smart contracts
managing all agreements without
needing banks.
Decentralized finance eliminates
traditional intermediaries, using
smart contracts for secure,
automated financial transactions.
Enhanced efficiency and reduced
costs empower users, enabling
more participants to access
financial services without barriers.
Decentralized finance eliminates traditional intermediaries, using smart contracts for secure, automated
financial transactions.
Case Study – Smart Contracts in Finance
Real-World Example
Legal Ambiguity
High transaction fees and slow
processing times hinder
adoption.
Smart contracts depend on
oracles, risking reliability.
Scalability Issues
Security Vulnerabilities
Bugs in code can lead to
significant financial losses.
Reliance on External Data
Lack of clear regulations
complicates legal enforcement.
Limitations & Challenges
3
1
2
Compliance Challenges
It’s critical to establish frameworks that prevent exploitation or
unethical usage of smart contracts in finance and beyond.
Clear guidelines are needed to protect user data within smart
contracts, ensuring privacy alongside transparency.
Ethical Use Cases
Legal & Ethical considerations are essential for the effective
implementation of smart contracts.
Privacy Concerns
Understanding how existing laws apply to smart contracts is crucial
for their deployment in various sectors.
Legal & Ethical Considerations
Traditional Contracts
Comparison of Smart Contracts vs Traditional Contracts
They provide superior speed, automated enforcement, and integrated
security through blockchain technology, significantly reducing costs and
delays.
Paper-based, requiring manual execution, often involved lengthy
verification and enforcement processes that can be error-prone.
Transformational Potential
By removing intermediaries, smart contracts enhance efficiency and
reliability, reshaping industries while fostering new business models.
Comparison of Smart Contracts
vs Traditional Contracts
Smart Contracts Advantages
Eliminating
intermediaries
directly reduces
transaction costs
and resource
usage.
The inherent
security features of
blockchain
significantly
reduce the
likelihood of
fraud.
Impact of Blockchain
Automation
Speed
Improvements
Cost Efficiency Fraud
Resistance
Automated
contract execution
results in faster
processing times
compared to
traditional
methods.
References
[1]. Mustafa, I., McGibney, A., & Rea, S. (2024). Smart contract life-cycle management: An engineering
framework for the generation of robust and verifiable smart contracts. Frontiers in Blockchain, 6, 1276233.
[2]. Chen, Y., Sun, Z., Gong, Z., & Hao, D. (2024). Improving smart contract security with contrastive learning-
based vulnerability detection. arXiv preprint arXiv:2404.17839.
[3]. Iuliano, G., & Di Nucci, D. (2024). Smart contract vulnerabilities, tools, and benchmarks: An updated
systematic literature review. arXiv preprint arXiv:2412.01719.
[4]. Hossain, T., Bappy, F. H., Zaman, T. S., & Islam, T. (2024). SEAM: A secure automated and maintainable
smart contract upgrade framework. arXiv preprint arXiv:2412.00680.
[5]. Wei, Z., Sun, J., Zhang, Z., Zhang, X., Li, M., & Hou, Z. (2024). LLM-SmartAudit: Advanced smart contract
vulnerability detection. arXiv preprint arXiv:2410.09381.
[6]. Rahman, S. (2024). Smart contracts: The blockchain revolution in contract law. International Journal for
Multidisciplinary Research, 6(3).
[7]. Chen, Y., Sun, Z., Gong, Z., & Hao, D. (2024). Improving smart contract security with contrastive learning-
Thank You

More Related Content

PDF
Smart Contracts Exploring the Future of Decentralized Automation
PDF
THE EVOLUTION OF SMART CONTRACTS: TRANSFORMING BUSINESS PROCESSES
PDF
Smart Contracts and Their Role in Blockchain Development.pdf
PDF
A Complete Analysis of Blockchain Development from Scratch.pdf
PDF
Smart Contracts Programming Tutorial | Solidity Programming Language | Solidi...
PPTX
Smart contract development company blockchain developments
DOCX
Use case of block chain unit 4 AKTU
PPTX
Smart contract yo_Anuj thakur B-47.pptx
Smart Contracts Exploring the Future of Decentralized Automation
THE EVOLUTION OF SMART CONTRACTS: TRANSFORMING BUSINESS PROCESSES
Smart Contracts and Their Role in Blockchain Development.pdf
A Complete Analysis of Blockchain Development from Scratch.pdf
Smart Contracts Programming Tutorial | Solidity Programming Language | Solidi...
Smart contract development company blockchain developments
Use case of block chain unit 4 AKTU
Smart contract yo_Anuj thakur B-47.pptx

Similar to SCAT-Final block chain detection .pdf (20)

PPTX
Top Blockchain App Development Company Driving Innovation in Web3 & Decentral...
PDF
Unlocking Efficiency and Security The Benefits of Smart Contracts in Blockcha...
PPTX
PPT Template OK.pptxxnzjajajejewjhqqhqhwhh
PDF
How Blockchain Can Reinvigorate Facultative Reinsurance Contract Management
PDF
Hyperledger development & smart contract development
PDF
Smart Contract Development Company
PDF
Smart Contract Audit and Development Services.pdf
PPTX
Smart Contracts in Blockchain Technology.pptx
PDF
Fintech and Blockchain: Use Cases, Benefits, & Future - ProtonBits
PDF
How blockchain is changing finance
 
PPTX
Blockchain Development Company - To build a Secure, Transparent blockchain pl...
PPTX
Smart contracts
PPTX
Introduction to Solidity and Smart Contract Development (9).pptx
PDF
Smart Contract Audit and Development
PDF
Smart contract development top considerations
PDF
The Evolution of Blockchain Technology_ From Bitcoin to Smart Contracts.pdf
PDF
The Evolution of Blockchain Technology_ From Bitcoin to Smart Contracts.pdf
PDF
Custom Blockchain App Development_ A Comprehensive Guide for 2024.pdf
PDF
Blockchain in Real Estate Real Estate on the Blockchain.pdf
PDF
The design and implementation of trade finance application based on hyperledg...
Top Blockchain App Development Company Driving Innovation in Web3 & Decentral...
Unlocking Efficiency and Security The Benefits of Smart Contracts in Blockcha...
PPT Template OK.pptxxnzjajajejewjhqqhqhwhh
How Blockchain Can Reinvigorate Facultative Reinsurance Contract Management
Hyperledger development & smart contract development
Smart Contract Development Company
Smart Contract Audit and Development Services.pdf
Smart Contracts in Blockchain Technology.pptx
Fintech and Blockchain: Use Cases, Benefits, & Future - ProtonBits
How blockchain is changing finance
 
Blockchain Development Company - To build a Secure, Transparent blockchain pl...
Smart contracts
Introduction to Solidity and Smart Contract Development (9).pptx
Smart Contract Audit and Development
Smart contract development top considerations
The Evolution of Blockchain Technology_ From Bitcoin to Smart Contracts.pdf
The Evolution of Blockchain Technology_ From Bitcoin to Smart Contracts.pdf
Custom Blockchain App Development_ A Comprehensive Guide for 2024.pdf
Blockchain in Real Estate Real Estate on the Blockchain.pdf
The design and implementation of trade finance application based on hyperledg...
Ad

Recently uploaded (20)

PPTX
Introduction_to_Human_Anatomy_and_Physiology_for_B.Pharm.pptx
PDF
VCE English Exam - Section C Student Revision Booklet
PDF
Black Hat USA 2025 - Micro ICS Summit - ICS/OT Threat Landscape
PDF
Chapter 2 Heredity, Prenatal Development, and Birth.pdf
PDF
Anesthesia in Laparoscopic Surgery in India
PDF
Physiotherapy_for_Respiratory_and_Cardiac_Problems WEBBER.pdf
PPTX
Lesson notes of climatology university.
PDF
Abdominal Access Techniques with Prof. Dr. R K Mishra
PDF
Pre independence Education in Inndia.pdf
PPTX
Institutional Correction lecture only . . .
PDF
O7-L3 Supply Chain Operations - ICLT Program
PDF
Sports Quiz easy sports quiz sports quiz
PDF
TR - Agricultural Crops Production NC III.pdf
PDF
Supply Chain Operations Speaking Notes -ICLT Program
PPTX
Microbial diseases, their pathogenesis and prophylaxis
PDF
102 student loan defaulters named and shamed – Is someone you know on the list?
PPTX
IMMUNITY IMMUNITY refers to protection against infection, and the immune syst...
PPTX
Cell Structure & Organelles in detailed.
PPTX
human mycosis Human fungal infections are called human mycosis..pptx
PPTX
school management -TNTEU- B.Ed., Semester II Unit 1.pptx
Introduction_to_Human_Anatomy_and_Physiology_for_B.Pharm.pptx
VCE English Exam - Section C Student Revision Booklet
Black Hat USA 2025 - Micro ICS Summit - ICS/OT Threat Landscape
Chapter 2 Heredity, Prenatal Development, and Birth.pdf
Anesthesia in Laparoscopic Surgery in India
Physiotherapy_for_Respiratory_and_Cardiac_Problems WEBBER.pdf
Lesson notes of climatology university.
Abdominal Access Techniques with Prof. Dr. R K Mishra
Pre independence Education in Inndia.pdf
Institutional Correction lecture only . . .
O7-L3 Supply Chain Operations - ICLT Program
Sports Quiz easy sports quiz sports quiz
TR - Agricultural Crops Production NC III.pdf
Supply Chain Operations Speaking Notes -ICLT Program
Microbial diseases, their pathogenesis and prophylaxis
102 student loan defaulters named and shamed – Is someone you know on the list?
IMMUNITY IMMUNITY refers to protection against infection, and the immune syst...
Cell Structure & Organelles in detailed.
human mycosis Human fungal infections are called human mycosis..pptx
school management -TNTEU- B.Ed., Semester II Unit 1.pptx
Ad

SCAT-Final block chain detection .pdf

  • 1. National Education Society® Jawaharlal Nehru New College of Engineering Department of Computer Science and Engineering ATechnical Seminar Presentation On “Smart Contract Automation Trust Through Blockchain” Presented By DIVYA S B 4JN21CS048 Visvesvaraya Technological University Belagavi, Karnataka 1 Under the Guidance of : Mr. Vedananda D E B.E., M.Tech. Asst. Professor, Dept. of CS&E JNNCE, Shivamogga Coordinator : Dr. Narendra Kumar S B.E., M.Tech., Ph.D Asst. Professor, Dept. of CS&E JNNCE, Shivamogga
  • 2. Smart contract automation revolutionizes how agreements are executed, leveraging blockchain technology to enhance trust, transparency, and efficiency across various industries. Smart Contract Automation
  • 3. Introduction to Smart Contracts Increases trust with secured and transparent agreements. Benefits of Automation Smart contracts are self-executing contracts with the terms of the agreement directly written into code, enabling automatic enforcement and execution once predefined conditions are met. Self-executing contracts written in code. Importance in Modern Business What Are Smart Contracts? Reduces reliance on intermediaries and errors.
  • 4. Enabling Smart Contracts Understanding Blockchain Technology Immutability and consensus mechanisms. Decentralized ledger that securely records transactions. Blockchain provides the foundation for secure, automated, and self-executing contracts without intermediaries. Key Features Definition of Blockchain
  • 5. Once data is recorded on the blockchain, it cannot be changed, ensuring that contract terms remain intact and verifiable. Immutability Decentralization Consensus Mechanisms Trust Mechanisms in Blockchain By distributing data across a network, blockchain prevents centralized control and reduces the risk of fraud or manipulation. Trust Mechanisms in Blockchain Mechanisms such as Proof of Work and Proof of Stake validate transactions, ensuring that all parties agree to the state of the blockchain.
  • 6. 1 3 2 Looking ahead, advancements like AI-driven smart contracts and improved legislative frameworks will augment their functionality and acceptance. Increasing adoption across sectors such as finance, supply chain, and real estate has made smart contracts a pivotal technology for business automation. Future Directions Evolution of Smart Contracts The concept of smart contracts was first introduced by Nick Szabo in 1994, but real-world applications emerged with Ethereum's launch in 2015. Historical Context Growth Trends
  • 7. 3 2 1 4 Blockchain Integration Digital Code Records are visible on the blockchain, ensuring accountability. Transparency and Security Contracts execute automatically when conditions are met. Key Components of Smart Contracts Automated Execution Smart contracts are innovative tools that revolutionize traditional contract practices. Smart contracts are self-executing programs detailing the terms. Stored on the blockchain for security and permanence.
  • 8. 2 1 4 3 Automation Workflow All outputs and transactions are permanently recorded on the blockchain. Permanence Creation Contracts automatically execute actions once conditions are met. Smart Contract Automation Process Predefined conditions dictate how and when contracts execute. Smart contracts are coded and deployed onto the blockchain. Condition Setting
  • 9. Insurance Services Applications of Smart Contracts Real Estate Transactions Supply Chain Management Finance Automates claims processing, validating claims instantaneously. Facilitates automated lending, borrowing, and trading without intermediaries. Enhances transparency and traceability, automating inventory management and payments. Securely manages medical records and patient consent, automating processes. Streamlines property transactions, reducing closing costs by eliminating paperwork. Healthcare
  • 10. 3 4 5 1 2 Recording Results Contracts are developed and deployed onto a blockchain, ready for for use once conditions are agreed agreed upon. Executions are automatically initiated when the conditions are met, met, ensuring seamless operations. operations. Automated mechanisms for compliance and tracking ensure adherence to regulatory standards. Workflow of Smart Contract Automation Deployment Execution Trigger Trigger Compliance Checks Results from contract contract execution are permanently logged on the blockchain for future future reference and and auditing. Smart contracts check inputs against predefined criteria to ensure validity before execution. Condition Verification
  • 11. Exploit contracts via unauthorized recursive calls. Numeric issues leading to leading to financial integrity problems. Reentrancy Attacks Oracle Manipulation Risks Front Running Miners reorder transactions for profit based on insight. Security Challenges in Smart Contracts Data inaccuracies threaten contract outcomes. Integer Overflows
  • 12. Regular Auditing Requiring multiple sign-offs for contract execution enhances security. Implementing reliable data sources ensures the validity of external inputs. Formal Verification Solutions for Smart Contract Security Employing mathematical techniques to prove the correctness of contract logic. Continual code testing and peer reviews help identify and rectify vulnerabilities. Multi-Signature Protocols Usage of Secure Oracles
  • 13. Hyperledger Fabric Polkadot Binance Smart Chain Designed for enterprise solutions, focusing on permissioned networks. Leading platform for developing smart contracts, customizing with Solidity. Provides cross-chain functionality, enhancing blockchain scalability. Smart Contract Execution Platforms Ethereum Offers fast transactions and low fees for decentralized applications.
  • 14. Solidity A powerful development framework, offering tools for contract compilation, deployment, and testing, facilitating a smooth development cycle. A high-level programming language specifically designed for writing contracts on the Ethereum platform. Truffle Suite Tools for Smart Contract Development A versatile node-based development and testing environment that allows developers to deploy and maintain contracts efficiently. Remix IDE A web-based integrated development environment that empowers developers to write, compile, and deploy smart contracts easily. Hardhat
  • 15. Privacy-Preserving Technologies Regulatory Frameworks As regulations evolve, smart contracts will require better integration with legal systems to be widely accepted. Greater focus on developing systems allowing different blockchain ecosystems to communicate and utilize smart contracts seamlessly. AI-Powered Contracts Integration of AI will allow contracts to adapt based on historical data and perform predictive analyses for more intelligent execution. Interoperability Future Enhancements Advances in areas like zero- knowledge proofs will enhance user privacy and protect sensitive information in transactions.
  • 16. DeFi Revolution Efficient Markets Platforms like Aave and Compound allow users to lend and borrow assets, with smart contracts managing all agreements without needing banks. Decentralized finance eliminates traditional intermediaries, using smart contracts for secure, automated financial transactions. Enhanced efficiency and reduced costs empower users, enabling more participants to access financial services without barriers. Decentralized finance eliminates traditional intermediaries, using smart contracts for secure, automated financial transactions. Case Study – Smart Contracts in Finance Real-World Example
  • 17. Legal Ambiguity High transaction fees and slow processing times hinder adoption. Smart contracts depend on oracles, risking reliability. Scalability Issues Security Vulnerabilities Bugs in code can lead to significant financial losses. Reliance on External Data Lack of clear regulations complicates legal enforcement. Limitations & Challenges
  • 18. 3 1 2 Compliance Challenges It’s critical to establish frameworks that prevent exploitation or unethical usage of smart contracts in finance and beyond. Clear guidelines are needed to protect user data within smart contracts, ensuring privacy alongside transparency. Ethical Use Cases Legal & Ethical considerations are essential for the effective implementation of smart contracts. Privacy Concerns Understanding how existing laws apply to smart contracts is crucial for their deployment in various sectors. Legal & Ethical Considerations
  • 19. Traditional Contracts Comparison of Smart Contracts vs Traditional Contracts They provide superior speed, automated enforcement, and integrated security through blockchain technology, significantly reducing costs and delays. Paper-based, requiring manual execution, often involved lengthy verification and enforcement processes that can be error-prone. Transformational Potential By removing intermediaries, smart contracts enhance efficiency and reliability, reshaping industries while fostering new business models. Comparison of Smart Contracts vs Traditional Contracts Smart Contracts Advantages
  • 20. Eliminating intermediaries directly reduces transaction costs and resource usage. The inherent security features of blockchain significantly reduce the likelihood of fraud. Impact of Blockchain Automation Speed Improvements Cost Efficiency Fraud Resistance Automated contract execution results in faster processing times compared to traditional methods.
  • 21. References [1]. Mustafa, I., McGibney, A., & Rea, S. (2024). Smart contract life-cycle management: An engineering framework for the generation of robust and verifiable smart contracts. Frontiers in Blockchain, 6, 1276233. [2]. Chen, Y., Sun, Z., Gong, Z., & Hao, D. (2024). Improving smart contract security with contrastive learning- based vulnerability detection. arXiv preprint arXiv:2404.17839. [3]. Iuliano, G., & Di Nucci, D. (2024). Smart contract vulnerabilities, tools, and benchmarks: An updated systematic literature review. arXiv preprint arXiv:2412.01719. [4]. Hossain, T., Bappy, F. H., Zaman, T. S., & Islam, T. (2024). SEAM: A secure automated and maintainable smart contract upgrade framework. arXiv preprint arXiv:2412.00680. [5]. Wei, Z., Sun, J., Zhang, Z., Zhang, X., Li, M., & Hou, Z. (2024). LLM-SmartAudit: Advanced smart contract vulnerability detection. arXiv preprint arXiv:2410.09381. [6]. Rahman, S. (2024). Smart contracts: The blockchain revolution in contract law. International Journal for Multidisciplinary Research, 6(3). [7]. Chen, Y., Sun, Z., Gong, Z., & Hao, D. (2024). Improving smart contract security with contrastive learning-