SOC·AI — Multi-Agent Cyber Defense Dashboard

Threats detected

1,284

↑ 26% vs human baseline

Detection accuracy

91%

Human analyst: 72%

Avg response time

2 min

Human analyst: 18 min

Alert coverage

97%

Human analyst: 61%

Agent detection breakdown

🔍

Agent 1 — Threat hunter

60 threats · MITRE ATT&CK · IOC search

📊

Agent 2 — Log analyzer

10 attack patterns · correlation

🛡️

Agent 3 — Incident responder

15 playbooks · auto-response

Human vs multi-agent

Metric	Human	Multi-agent
Detection accuracy	72%	91%
Response time	18 min	2 min
Alert coverage	61%	97%
False positive rate	32%	8%

Live threat feed

Agent hijacking — LangChain agent targeted

2 min ago · Agent 1 blocked · risk 96

Prompt injection via user input field

5 min ago · Agent 3 responded · risk 94

RAG poisoning — vector store targeted

11 min ago · quarantined · risk 78

Consensus manipulation in agent swarm

18 min ago · Agent 2 flagged · risk 71

Tool poisoning attempt blocked

24 min ago · resolved · risk 55

Risk score tracker

Agent hijacking

96

Prompt injection

94

Tool poisoning

90

Memory poisoning

82

RAG poisoning

78

Consensus manipulation

71

Data exfiltration

58