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IoTSyn Generated Physics-Based Synthetic · Exclusive Interactive Charts

IIoT Network Traffic — 15% Attacks [10K rows] #7a6f

Network Security
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Abstract

"Synthetic Network Security dataset with 10,000 data points. 9 columns. Config: Attack rate: 15%. CC0 licensed."

Description

Overview

Synthetic OT protocol traffic for SCADA/ICS security research with Modbus, OPC UA, DNP3.

10,000 data points, 9 columns. Config: Attack rate: 15%.

Column Schema

ColumnDescription
TimestampISO 8601
Source_IPSource
Dest_IPDest
ProtocolOT protocol
Packet_SizeBytes
Device_RolePLC/HMI/SCADA/RTU
Function_CodeProtocol FC
Attack_TypeAttack type
LabelNormal/Attack

Mathematical Models

  • Normal Traffic: Periodic polling with protocol-specific patterns
  • Attacks: MitM, Replay, False Data Injection, DoS, Recon

Use Cases

  • SCADA intrusion detection
  • OT protocol analysis
  • Industrial network monitoring

Reproducibility

Seed: 2171814226. Same seed + parameters = identical output. IoTSyn v3.1.

Sample Data (60 rows · 16 columns)

# Timestamp Source_IP Dest_IP Source_Port Dest_Port Protocol Packet_Size Connection_Duration Packets_Sent Bytes_Transferred Flow_Rate Device_Role Function_Code Attack_Type Attack_Phase Label
1 2026-03-28 01:20:50 179.57.241.151 10.0.1.15 1401 4840 OPC_UA 940 0.90 179 168260 186,143.73 External 0 DoS recon Malicious
2 2026-03-28 01:21:00 179.57.241.151 10.0.1.12 42699 502 Modbus_TCP 940 0.83 188 176720 212,550.21 External 16 DoS recon Malicious
3 2026-03-28 01:21:10 179.57.241.151 10.0.1.13 59303 502 Modbus_TCP 940 0.82 167 156980 192,071.92 External 1 DoS recon Malicious
4 2026-03-28 01:21:20 179.57.241.151 10.0.1.14 9193 502 Modbus_TCP 940 1.15 97 91180 79,452.24 External 16 DoS recon Malicious
5 2026-03-28 01:21:30 179.57.241.151 10.0.1.10 56181 4840 OPC_UA 940 0.96 155 145700 151,191.60 External 0 DoS recon Malicious
6 2026-03-28 01:21:40 179.57.241.151 10.0.1.16 23006 502 Modbus_TCP 940 0.80 190 178600 222,987.12 External 16 DoS recon Malicious
7 2026-03-28 01:21:50 179.57.241.151 10.0.1.20 36218 4840 OPC_UA 940 1.04 98 92120 88,220.25 External 0 DoS recon Malicious
8 2026-03-28 01:22:00 179.57.241.151 10.0.1.19 33119 502 Modbus_TCP 940 0.45 178 167320 373,186.43 External 6 DoS recon Malicious
9 2026-03-28 01:22:10 179.57.241.151 10.0.1.15 48076 4840 OPC_UA 940 1.77 165 155100 87,860.96 External 0 DoS recon Malicious
10 2026-03-28 01:22:20 179.57.241.151 10.0.1.20 26221 4840 OPC_UA 1220 0.67 270 329400 493,691.94 External 0 DoS escalation Malicious

Showing first 10 of 60 sample rows

Data Visualization Interactive

Numeric Trends

Category Distribution

Cite This Dataset 

IoTSyn (2026). IIoT Network Traffic — 15% Attacks [10K rows] #7a6f. [Dataset]. IoTSyn Dataset Generator. https://iotsyn.com/view.php?uid=iotsyn_69d067722eb585.09825677

Source: IoTSyn Dataset Generator (2026)

Indexed by IoTDataset.com on Apr 04, 2026

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Related Topics & Keywords

#iiot #scada #modbus #opc ua #dnp3 #ot security #plc #ics security #synthetic data #physics-based #cc0 #iotsyn

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