Security OperationsLive Trust Session

Welcome back, Riya · session is trusted

Last validated 12 seconds ago · 14:32 IST · Mumbai, IN · MacBook Pro · Chrome 124

/ 100

Low Risk · Allow Access

Dynamic Trust Score

Computed live from device, behavior, location and transaction signals. Re-evaluated every 30s.

Last evaluation: 12s ago

/ 30

Trusted Device

/ 20

Known Location

/ 30

Normal Behavior

/ 20

Normal Txns

1 new this week

Active Devices

2 critical

Open Alerts

₹ 84,230 total

Transactions (24h)

1 failed

OTP Requests

Risk Decision Engine

Outcome of current trust score

ACTIVE

90 – 100

Allow Access

Current

60 – 89

Require OTP

Fallback

< 60

Block & Alert

Enforced

Engine decision

Trust score 91/100 → outcome ALLOW. No step-up auth required. Session trust token issued.

Trust Score · 7 day trend

Score re-evaluated continuously against baseline behavior

Mon

Tue

Wed

Thu

Fri

Sat

Sun

Current

New device event

Baseline

Live · Isolation Forest model v2.4.1

Login History

Recent sessions across devices and locations

Now

MacBook Pro · Chrome 124

Mumbai, IN

49.36.112.x

Trusted

2h ago

MacBook Pro · Chrome 124

Mumbai, IN

49.36.112.x

Trusted

Yesterday · 22:14

iPhone 15 Pro · Safari

Mumbai, IN

106.193.45.x

Trusted

2d ago · 03:47

Windows 11 · Edge 124

Pune, IN

117.55.201.x

Alert New Device

4d ago · 11:08

MacBook Pro · Chrome 124

Mumbai, IN

49.36.112.x

Trusted

Device Trust

3 registered

MacBook Pro 16″ THIS DEVICE

Chrome 124 · macOS

Trusted

iPhone 15 Pro

Safari · iOS 17.4

Trusted

Windows Desktop

Edge 124 · Win 11

High Risk

Transaction Monitoring

Real-time anomaly detection on outgoing transfers

₹ 12,450

Aarav Sharma

UPI

12 min ago

Normal

₹ 2,300

Swiggy

Card

1h ago

Normal

₹ 84,000

Lumen Tech Pvt Ltd

NEFT

Today · 09:18

Large + new beneficiary Suspicious

₹ 1,499

Netflix

Auto-debit

Yesterday

Normal

₹ 12,450

Unknown merchant

Card

2d ago · 03:42

Anomalous hour + new device High Risk

Anomaly Detection

Isolation Forest · v2.4.1

score: 0.12

Device change rate Elevated

score: 0.41

Txn amount z-score Watch

score: 0.78

Geo-velocity (km/h) Normal

score: 0.06

Model verdict

No high-risk anomaly detected. Elevated device-change signal logged for review.

Alert Center

3 unread · 2 critical

High-risk login

Critical

Unusual hour · new device · new location

2d ago

Suspicious transaction

Warning

₹ 84,000 to new beneficiary Lumen Tech

9h ago

New device registered

Info

Windows 11 · Edge 124 · Pune, IN

2d ago

OTP retry limit reached

Warning

3 failed attempts in 2 minutes

3d ago

Audit Logs

Every action recorded · tamper-evident

Search events

14:32:11

Trust re-evaluation

engine

score=91

14:31:58

riya.m

jwt issued · 24h

14:31:55

Device fingerprint

engine

macbook-pro-16

09:18:02

Risk decision

engine

score=72 → OTP

09:18:02

OTP request

riya.m

sms sent · ok

09:14:30

Transaction initiated

riya.m

₹ 84,000 NEFT

Pipeline

TrustShield Engine — request flow

Continuous evaluation from raw signals to a single, explainable trust score.

FastAPI · PostgreSQL · Scikit-learn

Collect Signals

Device, location, behavior, txns

Device Trust

Fingerprint & classify

Behavior Profile

Baseline vs current

Anomaly Detection

Isolation Forest scoring

Trust Score 0-100

Decision: Allow · OTP · Block

API surface · /v1

Method	Endpoint	Description
POST	/auth/login	Authenticate & issue JWT
POST	/auth/otp/verify	Step-up OTP verification
GET	/trust/score	Current trust score & breakdown
GET	/devices	List registered devices
GET	/transactions	List monitored transactions
GET	/alerts	Alert center feed
GET	/audit/logs	Searchable audit trail
POST	/engine/evaluate	Trigger full re-evaluation

Stack

Frontend React · Tailwind · Recharts

Backend FastAPI · Python 3.11

Database PostgreSQL 16

ML Scikit-learn · Isolation Forest

Auth JWT · OTP simulation

DevOps Docker · GitHub-ready

Built for Bank of Baroda Hackathon 2026