Live Attack Simulator - AI/ML Cloud NIDS

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CIC-IDS2017 Dataset: 5,000 Flows Loaded 500 Stealth / Evasive Samples Identified

Traffic & Attack Simulator

Inject stealthy or standard network flows from the 5,000-sample dataset into the AI pipeline

Simulation Mode Ground-truth dataset flows engineered for evasion

Stealth / Hard Dataset (5k) Presets

Threat Category

Record: Row #... / 5,000

Jump to Row (0-4999):

Source IP Address

Evasion Characteristics

Firewall Bypass ML Detectable

Loading evasion telemetry profile...

Extracted Flow Telemetry (10 Features) Label: PortScan

Duration / Packets

1.2s / 3 pkts

Throughput / Rate

150 B/s | 2.5 p/s

Dest Port / Service

80 (HTTP)

Firewall Reject Ratio

92.0%

Distinct Ports Contacted

45 ports

Avg Packet Size

60.0 bytes

Live Pipeline Terminal Execution

Ready

[SYSTEM READY] Listening for VPC Flow Log ingestion events... Dataset loaded: 5,000 total flows (2,000 Benign, 1,000 PortScan, 900 DoS, 600 BruteForce, 500 Botnet). 500 stealth attacks categorized for subtle threshold evasion. Select an attack mode and scenario on the left, then click "Simulate Traffic & Trigger Pipeline".