🛡️
Runtime Defense
Real-Time AI Inference Security — Monitor, Detect, Protect
Runtime defense monitors every AI inference request in real-time, detecting and blocking prompt injection, data exfiltration, jailbreaks, and PII exposure before they reach the model or leave the system. Inspired by leading inference-layer security practices.
847,293
Total Requests Monitored
Live
12,847
Threats Blocked
1.52% block rate
3,291
PII Redacted
Auto-scrubbed
23ms
Avg Scan Latency
Near-zero overhead
Threat Breakdown (Last 30 Days)
Prompt Injection4,821 (37.5%)
Jailbreak Attempts3,156 (24.6%)
PII Exposure2,103 (16.4%)
Data Exfiltration1,458 (11.3%)
Tool Misuse892 (6.9%)
Other417 (3.3%)
Protection Capabilities
🛡️
Prompt Injection ShieldActive
Detects and blocks direct/indirect injection attempts
🔒
PII Auto-RedactionActive
Scrubs SSN, credit cards, emails before model inference
🚫
Jailbreak DetectionActive
Identifies DAN, role-play, and multi-turn manipulation
🔐
Data Exfiltration GuardActive
Prevents training data and system prompt extraction
📋
Content Policy EnforcementActive
Enforces org-specific content policies in real-time
🔧
Tool Use MonitoringActive
Validates and restricts model tool/function calls
📤
Output ScanningActive
Scans model outputs for harmful or policy-violating content
📊
Audit LoggingActive
Full traceability for every request with attribution
Live Event Feed Live
ThreatsRedactionsAllowed
| Time | Type | Severity | Model | Status | Detail |
|---|---|---|---|---|---|
| 14:23:07 | Prompt Injection | HIGH | GPT-4 | BLOCKED | System prompt override attempt via role-play instruction |
| 14:22:54 | Data Exfiltration | CRITICAL | Claude 3.5 | BLOCKED | Attempted extraction of training data via completion probing |
| 14:22:31 | Jailbreak | MEDIUM | Gemini 2.5 | BLOCKED | DAN-style jailbreak attempt with multi-persona framing |
| 14:22:18 | Normal | SAFE | GPT-4 | ALLOWED | Legitimate business query — document summarization request |
| 14:21:55 | PII Detected | HIGH | DeepSeek V3 | REDACTED | SSN and credit card numbers detected in prompt — redacted before forwarding |
| 14:21:42 | Normal | SAFE | Claude 3.5 | ALLOWED | Code review request — Python function optimization |
| 14:21:28 | Indirect Injection | HIGH | GPT-4 | BLOCKED | Hidden instruction embedded in uploaded PDF document |
| 14:21:09 | Tool Misuse | MEDIUM | Claude 3.5 | BLOCKED | Attempt to coerce model into executing unauthorized API calls |
| 14:20:51 | Normal | SAFE | Gemini 2.5 | ALLOWED | Translation request — English to Japanese business correspondence |
| 14:20:33 | FlipAttack | MEDIUM | GPT-4 | BLOCKED | Homoglyph substitution to bypass content filter on restricted topic |
Inference Security Architecture
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Inbound Request
User prompt / API call received
→
🔍
Input Scanning
Injection, PII, policy checks
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🧠
Model Inference
Approved request forwarded to LLM
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📤
Output Scanning
Response checked for violations
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✅
Delivery
Clean response returned to user