Defy
Vera AI Anomaly Detection

Abnormal Activity DetectionReal-Time Threat Analysis with AI

Detect abnormal behaviors within milliseconds using advanced artificial intelligence algorithms. 98% accurate anomaly detection and proactive threat protection with hybrid ML/DL models.

24/7 AI Monitoring

How Does Abnormal Activity Detection Work?

Detect abnormal behaviors in real-time with machine learning models and receive instant alerts.

Risk: 12%
Monitored Transaction1/6
TX #1 - Low Risk - Normal
Detection Rate
%99.7Success
Response Time
<500msAverage
AI Model
12Active
Learning
ContinuousUpdate

How Does Anomaly Detection Work?

Comprehensive anomaly analysis with multi-layer AI models

01

Data Collection

All system activities are monitored in real-time

02

Pattern Analysis

Normal behavior profiles are created with ML

03

Anomaly Scoring

AI models calculate abnormality levels

04

Action & Alert

Automatic intervention and alert systems are activated

Anomaly Types and Detection Capacity

Comprehensive anomaly detection across different categories

Transaction Anomalies - Detected Anomalies

Unusually high amounts

Abnormal transaction frequency

Activity at unexpected hours

Changing money flow patterns

Unusual geographical locations

< 100ms
Detection Time
98%
Accuracy

Detection Methods and Technologies

Comprehensive anomaly detection with multi-layered AI approach

Statistical Analysis

98%

Z-score, IQR and normal distribution analysis

Numerical anomalies

Machine Learning

98%

Isolation Forest, One-Class SVM, LSTM

Complex pattern anomalies

Deep Learning

98%

Autoencoder, GAN, Transformer models

Multi-dimensional anomalies

Hybrid Approach

98%

Combined use of all methods

Comprehensive anomaly detection

Anomaly Levels and Intervention Types

Automatic action plans for each anomaly level

1-3

Low Level

Log Record
60%
of cases
4-6

Medium Level

Send Alert
25%
of cases
7-8

High Level

Immediate Intervention
12%
of cases
9-10

Critical Level

Automatic Block
3%
of cases

Real-Time Monitoring Dashboard

Instant anomaly detection and visual monitoring

NORMAL
98.7%
Normal Activity
WARNING
1.1%
Medium Risk
CRITICAL
0.2%
High Risk

Last 24 Hours - Anomaly Trend

0:00
2:00
4:00
6:00
8:00
10:00
12:00
14:00
16:00
18:00
20:00
22:00

Abnormal Activity Detection Advantages

Stay ahead of threats with proactive security

Real-Time Detection

Instant intervention capability by detecting anomalies within milliseconds

Proactive Alerts

Early warning system before potential threats occur

Adaptive Protection

Self-updating protection mechanism against new threat types

Learning System

Evolving detection capacity by learning from each anomaly experience

Technical Specifications

< 100ms
Detection Time
98%
Accuracy Rate
100M+
Daily Analysis
4
AI Model Types

Get Started with Abnormal Activity Detection

Detect threats before they happen and provide proactive protection with advanced AI