Smart User Behavior-Based Fraud Detection Tool

Smart User Behavior-Based Fraud Detection Tool

Analyze transaction patterns to identify and flag suspicious activities.

${formatCurrency(potentialLoss)}

Transaction Analysis

${tableRows}
User IDAmountLocation DataRisk ScoreStatus
`; document.getElementById('download-pdf-btn').addEventListener('click', generatePdf); }; const renderDataConfig = () => { const configContent = document.getElementById('content-data-configuration'); if (!configContent) return; const tableRows = appData.transactions.map(t => ` `).join(''); configContent.innerHTML = `

Manage Transaction Data

${tableRows}
UserAmount ($)IP CountryBilling CountryAttempts
`; attachConfigListeners(); }; // --- EVENT HANDLERS & LOGIC --- const attachConfigListeners = () => { const handler = () => { document.querySelectorAll('.config-input').forEach(input => { const id = parseInt(input.dataset.id); const field = input.dataset.field; const value = input.type === 'number' ? parseFloat(input.value) : input.value; const transaction = appData.transactions.find(t => t.id === id); if(transaction) transaction[field] = value; }); appData.analysisResults = null; renderDashboard(); }; document.querySelectorAll('.config-input').forEach(input => input.addEventListener('change', handler)); document.querySelectorAll('.remove-tx-btn').forEach(btn => btn.addEventListener('click', e => { const id = parseInt(e.currentTarget.dataset.id); appData.transactions = appData.transactions.filter(t => t.id !== id); appData.analysisResults = null; renderDataConfig(); renderDashboard(); })); document.getElementById('add-tx-btn').addEventListener('click', () => { const newId = appData.transactions.length > 0 ? Math.max(...appData.transactions.map(t => t.id)) + 1 : 1; appData.transactions.push({ id: newId, user: `user_${100+newId}`, amount: 0, ipCountry: 'USA', billingCountry: 'USA', shippingCountry: 'USA', hour: new Date().getHours(), attempts: 1 }); renderDataConfig(); }); }; const generatePdf = () => { loadingOverlay.style.display = 'flex'; const { jsPDF } = window.jspdf; document.getElementById('pdf-generated-date').textContent = new Date().toLocaleString(); const pdfHeader = document.getElementById('pdf-header'); pdfHeader.classList.remove('hidden'); const fullContent = document.getElementById('pdf-content-area'); html2canvas(fullContent, { scale: 2, useCORS: true, logging: false, windowWidth: 1200 }) .then(canvas => { pdfHeader.classList.add('hidden'); const imgData = canvas.toDataURL('image/jpeg', 0.9); const pdf = new jsPDF({ orientation: 'landscape', unit: 'px', format: 'a4' }); const pdfWidth = pdf.internal.pageSize.getWidth(); const imgProps = pdf.getImageProperties(imgData); const imgHeight = (imgProps.height * pdfWidth) / imgProps.width; pdf.addImage(imgData, 'JPEG', 0, 0, pdfWidth, imgHeight); pdf.save('Fraud-Analysis-Report.pdf'); loadingOverlay.style.display = 'none'; }).catch(err => { console.error("PDF generation failed:", err); pdfHeader.classList.add('hidden'); loadingOverlay.style.display = 'none'; alert('An error occurred generating the PDF.'); }); }; // --- TAB NAVIGATION & INITIALIZATION --- const switchTab = (tabIndex) => { activeTabIndex = tabIndex; document.querySelectorAll('.tab-btn').forEach((btn, i) => btn.classList.toggle('active', i === tabIndex)); document.querySelectorAll('.tab-content').forEach((content, i) => content.classList.toggle('hidden', i !== tabIndex)); updateNavButtons(); }; const updateNavButtons = () => { prevTabBtn.disabled = activeTabIndex === 0; nextTabBtn.disabled = activeTabIndex === tabIdentifiers.length - 1; }; const initializeUI = () => { const tabs = [ { name: 'Fraud Dashboard', id: 'fraud-dashboard' }, { name: 'Data Configuration', id: 'data-configuration' } ]; tabIdentifiers = tabs.map(t => t.id); tabsContainer.innerHTML = tabs.map(tab => ``).join(''); mainContent.innerHTML = tabs.map(tab => `
`).join(''); tabs.forEach((tab, index) => { document.getElementById(`tab-${tab.id}`).addEventListener('click', () => switchTab(index)); }); renderDashboard(); renderDataConfig(); switchTab(0); lucide.createIcons(); }; initializeUI(); prevTabBtn.addEventListener('click', () => { if (activeTabIndex > 0) switchTab(activeTabIndex - 1); }); nextTabBtn.addEventListener('click', () => { if (activeTabIndex < tabIdentifiers.length - 1) switchTab(activeTabIndex + 1); }); });
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