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Cyber Risk Intelligence
& Adaptive Defense
Platform

AI-powered detection, risk scoring, and adaptive cyber defense — monitoring your entire digital surface in real time.

Events Processed
Anomalies Flagged
Privacy Alerts
Entities Scored
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The Cyber Threat Landscape

The digital battlefield has never been more dangerous. Every second, organizations face invisible adversaries.

0
M+ Cyber Attacks Daily
0
% Breaches — Human Error
0
M Avg Breach Cost ($)
0
Days Avg Detection Time
Escalating Attacks

Ransomware, APTs, and supply chain attacks growing 400% YoY. Traditional defenses can't keep pace.

🔓
Massive Data Breaches

Billions of records exposed annually. Stolen credentials fuel credential-stuffing attacks at scale.

👤
Insider Threats

Malicious and negligent insiders responsible for 34% of incidents. Nearly impossible to detect without behavioral AI.

Delayed Response

Average dwell time of 287 days. By the time threats are detected, irreparable damage is already done.

Platform Architecture

A unified pipeline from raw telemetry to intelligent, adaptive defense recommendations.

INPUT LAYER
📡 Data Sources
Multi-source ingestion: network logs, authentication events, application telemetry, endpoint signals.
⚙️ Log Processing & Enrichment
Kafka streams, log normalization, deduplication, enrichment with threat intelligence feeds.
🤖 ML Detection Engine
Isolation Forest, Autoencoder, LSTM models running real-time behavioral anomaly detection.
🔗 Attack Correlation
MITRE ATT&CK mapping, kill chain reconstruction, lateral movement detection.
📊 Risk Scoring Engine
Dynamic risk scores for users, devices, and services based on behavioral context and threat intelligence.
🔒 Privacy Monitoring
Privacy violation detection: unauthorized data access, bulk downloads, abnormal API calls.
🛡️ Adaptive Defense Advisor
AI-generated countermeasures: MFA enforcement, IP blocking, endpoint isolation, patch prioritization.
🖥️ Security Intelligence Dashboard
Unified SOC view: threat maps, live alerts, risk scores, attack timelines, data flow analytics.

AI Detection Engine

Multi-model ensemble detecting behavioral anomalies, pattern deviations, and zero-day attacks.

Isolation Forest

Detects outliers in high-dimensional feature spaces. Identifies anomalous login patterns, network spikes, and process anomalies without labelled data.

Autoencoder (AE)

Deep neural reconstruction model. High reconstruction error signals deviation from normal user/device behavior baselines learned over time.

LSTM Time-Series

Temporal sequence modelling for detecting anomalous event progressions — the precursors to lateral movement and privilege escalation.

Attack Chain Reconstruction

Real-time visualization of adversary kill chains mapped to MITRE ATT&CK framework.

01
📧 Phishing Email Delivery
Spear-phishing email sent to finance team. Malicious attachment triggers macro execution. T1566 — MITRE ATT&CK Initial Access.
02
🔑 Credential Login Anomaly
Compromised credentials used from foreign IP. Login at 03:14 UTC — 4 standard deviations outside user baseline. Risk score elevated to 87.
03
⬆️ Privilege Escalation
Unauthorized attempt to escalate to Domain Admin. Token impersonation detected. T1078 — Valid Accounts abuse. Lateral movement to 3 hosts in 6 minutes.
04
💾 Sensitive Data Exfiltration
2.3 GB bulk database query on HR schema — 14× above baseline. Data staged to temp directory. Defense Advisor triggers isolation.

Dynamic Risk Scoring

Contextual, real-time risk quantification for every user, device, and service in your environment.

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LIVE DATA

Privacy Monitoring

Active surveillance of data access patterns, detecting policy violations and potential exfiltration.

Adaptive Defense Advisor

AI-generated countermeasure recommendations with severity prioritization and one-click deployment.

🔐
Enforce MFA
Immediately require multi-factor authentication for all accounts with risk score >70. Estimated risk reduction: 43%.
AI Recommended
🚫
Block Suspicious IPs
Auto-block 47 IPs flagged across 3 threat intel feeds. Implements at perimeter firewall with zero downtime.
Automated
🔌
Isolate Endpoint
Network-isolate compromised host WS-047 while preserving forensic evidence. EDR quarantine in 2 seconds.
Critical Action
🩹
Patch Vulnerable Service
Priority patch for Apache CVE-2023-44487 (CVSS 7.5) on 12 exposed endpoints. Auto-scheduled for low-traffic window.
Prioritized
🔑
Revoke API Keys
Rotate and revoke 3 compromised API credentials. Issue new keys with reduced scope and rate limiting applied.
Automated
📋
Escalate to SOC
Alert Tier 2 analyst with full kill chain report, evidence package, and recommended investigation playbook.
Human-in-loop

Security Intelligence Dashboard

Unified SOC command center with real-time threat intelligence, anomaly alerts, and adaptive insights.

CRIDAP SECURITY OPERATIONS CENTER — LIVE
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Alert Distribution — Live
Bulk Download
Lateral Move
API Abuse
Off-Hours
New Device
Anomaly Radar
Risk Summary — Live
Critical
High
Medium
Low / Secure
Total Events
Privacy Alerts
Live Threat Log
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Attack Map

Technology Stack

Built on battle-tested, scalable, and enterprise-grade technologies.

Python
Python
Backend / AI
FastAPI
FastAPI
REST API
Scikit-learn
Scikit-learn
ML
ISO
FOREST
Isolation Forest
Anomaly Detection
Three.js
Three.js
3D / WebGL
MITRE
ATT&CK
MITRE ATT&CK
Framework
Docker
Docker
Infrastructure
NumPy
NumPy / Pandas
Data Processing
PostgreSQL
PostgreSQL
Database
Pytest
Pytest
Testing
GitHub
GitHub
Version Control
Linux
Linux / Ubuntu
OS / CI Runner

The Team

Engineers, AI researchers, and security experts building the next generation of cyber defense.

AV
Aishwary Vansh
Full Stack Developer & System Architect
SS
Sujai Shukla
Machine Learning & Cyber Security Engineer

Activate Your Cyber
Defense Command Center

Join the next generation of AI-powered security operations. Real-time. Adaptive. Unstoppable.