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Fraudsheild AI Lab Workshop | NanoSchool

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Home /Artificial Intelligence /Workshop /Fraudsheild AI Lab Workshop

Artificial Intelligence · Workshop

Fraudsheild AI Lab Workshop

"Unlock the Future of Fraud Prevention: Mastering AI for Secure FinTech and Banking

ModeVirtual / Online
LevelModerate
Fee₹4,999

Batch Enroll More Workshop

Recording available

2025-12-02

Registration ends 6 PM
Mentor Based
English

Get Recording Access

Delivery Mode

Virtual / Online

Level

Moderate

Certificate

Mentor Based

Language

English

Rating

5 Stars

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About Workshop

This course is designed for professionals in finance, tech, and security, providing a comprehensive overview of AI's role in combating fraud. Each day consists of a 90-minute session (60 minutes of lecture/discussion + 30 minutes of lab assessment). Sessions assume basic knowledge of banking and tech; no advanced coding required, but labs use accessible tools like Python notebooks or simulation platforms (e.g., via Google Colab or pre-set environments). Labs include assessments via quizzes, practical exercises, and self-evaluations to reinforce learning.

Aim

The aim of this workshop is to equip professionals with the knowledge and skills to leverage AI in preventing fraud within the FinTech and banking sectors, focusing on practical tools, ethical considerations, and emerging trends.

Structure

📅 Day 1 – Fundamentals of Fraud in FinTech and Banking

Introduction to fraud types: Identity theft, payment fraud, money laundering, and emerging threats like deepfakes
Overview of FinTech and banking vulnerabilities: Digital transactions, APIs, and regulatory challenges (e.g., PSD2, GDPR)
Historical evolution of fraud prevention: From rule-based systems to AI-driven approaches

📅 Day 2 – Introduction to AI and Machine Learning in Fraud Prevention

Basics of AI/ML: Supervised vs. unsupervised learning, key algorithms (e.g., decision trees, neural networks)
AI in transaction monitoring: Real-time detection using features like behavioral biometrics and geolocation
Case studies: How banks like JPMorgan use ML for credit card fraud reduction

📅 Day 3 – Advanced AI Techniques for Anomaly Detection

Anomaly detection: Autoencoders, isolation forests, and graph-based analysis for network fraud
NLP and AI in anti-money laundering: Sentiment analysis on communications and entity recognition
Integration with blockchain and federated learning for secure data sharing

📅 Day 4 – Implementation and Ethical Considerations in AI Fraud Systems

System integration: APIs, cloud deployment (e.g., AWS Fraud Detector), and hybrid human-AI workflows
Challenges: Bias in AI models, false positives, and regulatory compliance (e.g., explainable AI under EU AI Act)
Best practices: Data privacy, model auditing, and scaling for high-volume transactions

📅 Day 5 – Emerging Trends and the Future of AI in Banking Security

Future trends: Quantum-resistant AI, generative AI for fraud simulation, and zero-trust architectures
Global perspectives: AI in decentralized finance (DeFi) and cross-border fraud prevention
Wrap-up: Career opportunities, ongoing research, and building resilient systems

Important Dates

Registration Ends

6 PM

Workshop Dates

2025-12-02

7 PM

7 PM

What You Will Gain

Sample Certificate

Outcomes

Hands-on experience with AI tools for fraud prevention.
In-depth understanding of fraud risks in FinTech and banking.
Practical application of AI models in real-world scenarios.
Knowledge of AI ethics and regulatory compliance.
Career-ready skills for roles in financial security and AI.
Ability to design innovative fraud prevention strategies.

Who Should Attend

This workshop is intended for professionals in the finance, technology, and security sectors, including those involved in fraud prevention, risk management, and AI implementation. A basic understanding of banking and technology is recommended, but no advanced coding skills are required.

J T Sibychen

Cyber and Cloud Security Trainer

Live sessions have concluded.

This workshop is now available as a recording: full session videos and course materials, with lifetime access. Live mentorship and the Q&A sessions are not included.

Get Recording Access

Recording Access

Recording Access

₹4999 | $149

Start Date2025-12-027 PM
End Date2025-12-06
Registration Starts7 PM
Registration Ends6 PM
LanguageEnglish

Batch Enrollment More Workshop

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