Accepts incoming events and correctly parses them into events. GeoLite2 integration complete"
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docs/rule-architecture.md
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docs/rule-architecture.md
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# Baffle Hub - Rule Architecture
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## Overview
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Baffle Hub uses a distributed rule system where the Hub generates and manages rules, and Agents download and enforce them locally using optimized SQLite queries. This architecture provides sub-millisecond rule evaluation while maintaining centralized intelligence and control.
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## Core Principles
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1. **Hub-side Intelligence**: Pattern detection and rule generation happens on the Hub
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2. **Agent-side Enforcement**: Rule evaluation happens locally on Agents for speed
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3. **Incremental Sync**: Agents poll for rule updates using timestamp-based cursors
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4. **Dynamic Backpressure**: Hub controls event sampling based on load
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5. **Temporal Rules**: Rules can expire automatically (e.g., 24-hour bans)
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6. **Soft Deletes**: Rules are disabled, not deleted, for proper sync and audit trail
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## Rule Types
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### 1. Network Rules (`network_v4`, `network_v6`)
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Block or allow traffic based on IP address or CIDR ranges.
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**Use Cases**:
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- Block scanner IPs (temporary or permanent)
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- Block datacenter/VPN/proxy ranges
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- Allow trusted IP ranges
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- Geographic blocking via IP ranges
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**Evaluation**:
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- **Most specific CIDR wins** (smallest prefix)
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- `/32` beats `/24` beats `/16` beats `/8`
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- Agent uses optimized range queries on `ipv4_ranges`/`ipv6_ranges` tables
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**Example**:
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```json
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{
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"id": 12341,
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"rule_type": "network_v4",
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"action": "deny",
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"conditions": { "cidr": "185.220.100.0/22" },
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"priority": 22,
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"expires_at": "2024-11-04T12:00:00Z",
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"enabled": true,
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"source": "auto:scanner_detected",
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"metadata": {
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"reason": "Tor exit node hitting /.env",
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"auto_generated": true
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}
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}
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```
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### 2. Rate Limit Rules (`rate_limit`)
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Control request rate per IP or per CIDR range.
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**Scopes** (Phase 1):
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- **Global per-IP**: Limit requests per IP across all paths
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- **Per-CIDR**: Different limits for different network ranges
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**Scopes** (Phase 2+):
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- **Per-path per-IP**: Different limits for `/api/*`, `/login`, etc.
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**Evaluation**:
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- Agent maintains in-memory counters per IP
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- Finds most specific CIDR rule for the IP
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- Applies that rule's rate limit configuration
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- Optional: Persist counters to SQLite for restart resilience
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**Example (Phase 1)**:
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```json
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{
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"id": 12342,
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"rule_type": "rate_limit",
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"action": "rate_limit",
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"conditions": {
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"cidr": "0.0.0.0/0",
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"scope": "global"
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},
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"priority": 0,
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"enabled": true,
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"source": "manual",
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"metadata": {
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"limit": 100,
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"window": 60,
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"per_ip": true
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}
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}
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```
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**Example (Phase 2+)**:
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```json
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{
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"id": 12343,
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"rule_type": "rate_limit",
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"action": "rate_limit",
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"conditions": {
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"cidr": "0.0.0.0/0",
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"scope": "per_path",
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"path_pattern": "/api/login"
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},
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"metadata": {
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"limit": 5,
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"window": 60,
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"per_ip": true
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}
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}
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```
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### 3. Path Pattern Rules (`path_pattern`)
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Detect suspicious path access patterns (mainly for Hub analytics).
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**Use Cases**:
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- Detect scanners hitting `/.env`, `/.git`, `/wp-admin`
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- Identify bots with suspicious path traversal
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- Trigger automatic IP bans when patterns match
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**Evaluation**:
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- Agent does lightweight pattern matching
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- When matched, sends event to Hub with `matched_pattern: true`
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- Hub analyzes and creates IP block rules if needed
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- Agent picks up new IP block rule in next sync (~10s)
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**Example**:
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```json
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{
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"id": 12344,
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"rule_type": "path_pattern",
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"action": "log",
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"conditions": {
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"patterns": ["/.env", "/.git/*", "/wp-admin/*", "/.aws/*", "/phpMyAdmin/*"]
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},
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"enabled": true,
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"source": "default:scanner_detection",
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"metadata": {
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"auto_ban_ip": true,
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"ban_duration_hours": 24,
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"description": "Common scanner paths"
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}
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}
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```
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## Rule Actions
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| Action | Description | HTTP Response |
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|--------|-------------|---------------|
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| `allow` | Pass request through | Continue to app |
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| `deny` | Block request | 403 Forbidden |
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| `rate_limit` | Enforce rate limit | 429 Too Many Requests |
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| `redirect` | Redirect to URL | 301/302 + Location header |
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| `challenge` | Show CAPTCHA (Phase 2+) | 403 with challenge |
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| `log` | Log only, don't block | Continue to app |
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## Rule Priority & Specificity
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### Network Rules
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- **Priority is determined by CIDR prefix length**
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- Smaller prefix (more specific) = higher priority
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- `/32` (single IP) beats `/24` (256 IPs) beats `/8` (16M IPs)
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- Example: Block `10.0.0.0/8` but allow `10.0.1.0/24`
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- Request from `10.0.1.5` → matches `/24` → allowed
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- Request from `10.0.2.5` → matches `/8` only → blocked
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### Rate Limit Rules
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- Most specific CIDR match wins
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- Per-path rules take precedence over global (Phase 2+)
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### Path Pattern Rules
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- All patterns are evaluated (not exclusive)
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- Used for detection, not blocking
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- Multiple pattern matches = stronger signal for ban
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## Rule Synchronization
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### Timestamp-Based Cursor
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Agents use `updated_at` timestamps as sync cursors to handle rule updates and deletions.
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**Why `updated_at` instead of `id`?**
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- Handles rule updates (e.g., disabling a rule updates `updated_at`)
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- Handles rule deletions via `enabled=false` flag
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- Simple for agents: "give me everything that changed since X"
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**Agent Sync Flow**:
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```
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1. Agent starts: last_sync = nil
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2. GET /api/:key/rules → Full sync, store latest updated_at
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3. Every 10s or 1000 events: GET /api/:key/rules?since=<last_sync>
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4. Process rules: add new, update existing, remove disabled
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5. Update last_sync to latest updated_at from response
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```
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**Query Overlap**: Hub queries `updated_at >= since - 0.5s` to handle clock skew and millisecond duplicates.
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### API Endpoints
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#### 1. Version Check (Lightweight)
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```http
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GET /api/:public_key/rules/version
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Response:
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{
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"version": "2024-11-03T12:30:45.123Z",
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"count": 150,
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"sampling": {
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"allowed_requests": 0.5,
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"blocked_requests": 1.0,
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"rate_limited_requests": 1.0,
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"effective_until": "2024-11-03T12:30:55.123Z"
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}
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}
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```
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#### 2. Incremental Sync
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```http
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GET /api/:public_key/rules?since=2024-11-03T12:00:00.000Z
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Response:
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{
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"version": "2024-11-03T12:30:45.123Z",
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"sampling": { ... },
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"rules": [
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{
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"id": 12341,
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"rule_type": "network_v4",
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"action": "deny",
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"conditions": { "cidr": "1.2.3.4/32" },
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"priority": 32,
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"expires_at": "2024-11-04T12:00:00Z",
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"enabled": true,
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"source": "auto:scanner_detected",
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"metadata": { "reason": "Hitting /.env" },
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"created_at": "2024-11-03T12:00:00Z",
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"updated_at": "2024-11-03T12:00:00Z"
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},
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{
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"id": 12340,
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"rule_type": "network_v4",
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"action": "deny",
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"conditions": { "cidr": "5.6.7.8/32" },
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"priority": 32,
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"enabled": false,
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"source": "manual",
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"metadata": { "reason": "False positive" },
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"created_at": "2024-11-02T10:00:00Z",
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"updated_at": "2024-11-03T12:25:00Z"
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}
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]
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}
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```
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#### 3. Full Sync
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```http
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GET /api/:public_key/rules
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Response:
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{
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"version": "2024-11-03T12:30:45.123Z",
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"sampling": { ... },
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"rules": [ ...all enabled rules... ]
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}
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```
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## Dynamic Event Sampling
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Hub controls how many events Agents send based on load.
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### Sampling Strategy
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**Hub monitors**:
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- SolidQueue job depth
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- Events/second rate
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- Database write latency
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**Sampling rates**:
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```ruby
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Queue Depth | Allowed | Blocked | Rate Limited
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----------------|---------|---------|-------------
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0-1,000 | 100% | 100% | 100%
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1,001-5,000 | 50% | 100% | 100%
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5,001-10,000 | 20% | 100% | 100%
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10,001+ | 5% | 100% | 100%
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```
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**Phase 2+: Path-based sampling**:
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```json
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{
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"sampling": {
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"allowed_requests": 0.1,
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"blocked_requests": 1.0,
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"paths": {
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"block": ["/.env", "/.git/*"],
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"allow": ["/health", "/metrics"]
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}
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}
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}
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```
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**Agent respects sampling**:
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- Always sends blocked/rate-limited events
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- Samples allowed events based on rate
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- Can prioritize suspicious paths over routine traffic
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## Temporal Rules (Expiration)
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Rules can have an `expires_at` timestamp for automatic expiration.
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**Use Cases**:
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- 24-hour scanner bans
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- Temporary rate limit adjustments
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- Time-boxed maintenance blocks
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**Cleanup**:
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- `ExpiredRulesCleanupJob` runs hourly
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- Disables rules where `expires_at < now`
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- Agent picks up disabled rules in next sync
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**Example**:
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```ruby
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# Hub auto-generates rule when scanner detected:
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Rule.create!(
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rule_type: "network_v4",
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action: "deny",
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conditions: { cidr: "1.2.3.4/32" },
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expires_at: 24.hours.from_now,
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source: "auto:scanner_detected",
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metadata: { reason: "Hit /.env 5 times in 10 seconds" }
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)
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# 24 hours later: ExpiredRulesCleanupJob disables it
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# Agent syncs and removes from ipv4_ranges table
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```
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## Rule Sources
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The `source` field tracks rule origin for audit and filtering.
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**Source Formats**:
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- `manual` - Created by user via UI
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- `auto:scanner_detected` - Auto-generated from scanner pattern
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- `auto:rate_limit_exceeded` - Auto-generated from rate limit abuse
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- `auto:bot_detected` - Auto-generated from bot behavior
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- `imported:fail2ban` - Imported from external source
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- `imported:crowdsec` - Imported from CrowdSec
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- `default:scanner_paths` - Default rule set
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## Database Schema
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### Hub Schema
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```ruby
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create_table "rules" do |t|
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# Identification
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t.integer :id, primary_key: true
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t.string :source, limit: 100
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# Rule definition
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t.string :rule_type, null: false
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t.string :action, null: false
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t.json :conditions, null: false
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t.json :metadata
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# Priority & lifecycle
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t.integer :priority
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t.datetime :expires_at
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t.boolean :enabled, default: true, null: false
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# Timestamps (updated_at is sync cursor!)
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t.timestamps
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# Indexes
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t.index [:updated_at, :id] # Primary sync query
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t.index :enabled
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t.index :expires_at
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t.index :source
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t.index :rule_type
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end
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```
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### Agent Schema (Existing)
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```ruby
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create_table "ipv4_ranges" do |t|
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t.integer :network_start, limit: 8, null: false
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t.integer :network_end, limit: 8, null: false
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t.integer :network_prefix, null: false
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t.integer :waf_action, default: 0, null: false
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t.integer :priority, default: 100
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t.string :redirect_url, limit: 500
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t.integer :redirect_status
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t.string :source, limit: 50
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t.timestamps
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t.index [:network_start, :network_end, :network_prefix]
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t.index :waf_action
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end
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create_table "ipv6_ranges" do |t|
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t.binary :network_start, limit: 16, null: false
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t.binary :network_end, limit: 16, null: false
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t.integer :network_prefix, null: false
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t.integer :waf_action, default: 0, null: false
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t.integer :priority, default: 100
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t.string :redirect_url, limit: 500
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t.integer :redirect_status
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t.string :source, limit: 50
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t.timestamps
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t.index [:network_start, :network_end, :network_prefix]
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t.index :waf_action
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end
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```
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## Agent Rule Processing
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### Network Rules
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```ruby
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# Agent receives network rule from Hub:
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rule = {
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id: 12341,
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rule_type: "network_v4",
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action: "deny",
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conditions: { cidr: "10.0.0.0/8" },
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priority: 8,
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enabled: true
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}
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# Agent converts to ipv4_ranges entry:
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cidr = IPAddr.new("10.0.0.0/8")
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Ipv4Range.upsert({
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source: "hub:12341",
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network_start: cidr.to_i,
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network_end: cidr.to_range.end.to_i,
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network_prefix: 8,
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waf_action: 1, # deny
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priority: 8
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}, unique_by: :source)
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# Agent evaluates request:
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# SELECT * FROM ipv4_ranges
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# WHERE ? BETWEEN network_start AND network_end
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# ORDER BY network_prefix DESC
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# LIMIT 1
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```
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||||
### Rate Limit Rules
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||||
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```ruby
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# Agent stores in memory:
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@rate_limit_rules = {
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"global" => { limit: 100, window: 60, cidr: "0.0.0.0/0" }
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}
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||||
@rate_counters = {
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"1.2.3.4" => { count: 50, window_start: Time.now }
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}
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||||
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# On each request:
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def check_rate_limit(ip)
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rule = find_most_specific_rate_limit_rule(ip)
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counter = @rate_counters[ip] ||= { count: 0, window_start: Time.now }
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# Reset window if expired
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if Time.now - counter[:window_start] > rule[:window]
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counter = { count: 0, window_start: Time.now }
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end
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||||
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counter[:count] += 1
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||||
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||||
if counter[:count] > rule[:limit]
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||||
{ action: "rate_limit", status: 429 }
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else
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||||
{ action: "allow" }
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||||
end
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||||
end
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||||
```
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|
||||
### Path Pattern Rules
|
||||
|
||||
```ruby
|
||||
# Agent evaluates patterns:
|
||||
PATH_PATTERNS = [/.env$/, /.git/, /wp-admin/]
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||||
|
||||
def check_path_patterns(path)
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||||
matched = PATH_PATTERNS.any? { |pattern| path.match?(pattern) }
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||||
|
||||
if matched
|
||||
# Send event to Hub with flag
|
||||
send_event_to_hub(
|
||||
path: path,
|
||||
matched_pattern: true,
|
||||
waf_action: "log" # Don't block yet
|
||||
)
|
||||
|
||||
# Hub will analyze and create IP block rule if needed
|
||||
end
|
||||
end
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||||
```
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||||
|
||||
## Hub Intelligence (Auto-Generation)
|
||||
|
||||
### Scanner Detection
|
||||
|
||||
```ruby
|
||||
# PathScannerDetectorJob
|
||||
class PathScannerDetectorJob < ApplicationJob
|
||||
SCANNER_PATHS = %w[/.env /.git /wp-admin /phpMyAdmin /.aws]
|
||||
|
||||
def perform
|
||||
# Find IPs hitting scanner paths
|
||||
scanner_ips = Event
|
||||
.where("request_path IN (?)", SCANNER_PATHS)
|
||||
.where("timestamp > ?", 5.minutes.ago)
|
||||
.group(:ip_address)
|
||||
.having("COUNT(*) >= 3")
|
||||
.pluck(:ip_address)
|
||||
|
||||
scanner_ips.each do |ip|
|
||||
# Create 24h ban rule
|
||||
Rule.create!(
|
||||
rule_type: "network_v4",
|
||||
action: "deny",
|
||||
conditions: { cidr: "#{ip}/32" },
|
||||
priority: 32,
|
||||
expires_at: 24.hours.from_now,
|
||||
source: "auto:scanner_detected",
|
||||
metadata: {
|
||||
reason: "Hit #{SCANNER_PATHS.join(', ')}",
|
||||
auto_generated: true
|
||||
}
|
||||
)
|
||||
end
|
||||
end
|
||||
end
|
||||
```
|
||||
|
||||
### Rate Limit Abuse Detection
|
||||
|
||||
```ruby
|
||||
# RateLimitAnomalyJob
|
||||
class RateLimitAnomalyJob < ApplicationJob
|
||||
def perform
|
||||
# Find IPs exceeding normal rate
|
||||
abusive_ips = Event
|
||||
.where("timestamp > ?", 1.minute.ago)
|
||||
.group(:ip_address)
|
||||
.having("COUNT(*) > 200") # >200 req/min
|
||||
.pluck(:ip_address)
|
||||
|
||||
abusive_ips.each do |ip|
|
||||
# Create aggressive rate limit or block
|
||||
Rule.create!(
|
||||
rule_type: "rate_limit",
|
||||
action: "rate_limit",
|
||||
conditions: { cidr: "#{ip}/32", scope: "global" },
|
||||
priority: 32,
|
||||
expires_at: 1.hour.from_now,
|
||||
source: "auto:rate_limit_exceeded",
|
||||
metadata: {
|
||||
limit: 10,
|
||||
window: 60,
|
||||
per_ip: true
|
||||
}
|
||||
)
|
||||
end
|
||||
end
|
||||
end
|
||||
```
|
||||
|
||||
## Performance Characteristics
|
||||
|
||||
### Hub
|
||||
- **Rule query**: O(log n) with `(updated_at, id)` index
|
||||
- **Version check**: Single index lookup
|
||||
- **Rule generation**: Background jobs, no request impact
|
||||
|
||||
### Agent
|
||||
- **Network rule lookup**: O(log n) via B-tree index on `(network_start, network_end)`
|
||||
- **Rate limit check**: O(1) hash lookup in memory
|
||||
- **Path pattern check**: O(n) regex match (n = number of patterns)
|
||||
- **Overall request evaluation**: <1ms for typical case
|
||||
|
||||
### Sync Efficiency
|
||||
- **Incremental sync**: Only changed rules since last sync
|
||||
- **Typical sync payload**: <10 KB for 50 rules
|
||||
- **Sync frequency**: Every 10s or 1000 events
|
||||
- **Version check**: <1 KB response
|
||||
|
||||
## Future Enhancements (Phase 2+)
|
||||
|
||||
### Per-Path Rate Limiting
|
||||
- Different limits for `/api/*`, `/login`, `/admin`
|
||||
- Agent tracks multiple counters per IP
|
||||
|
||||
### Path-Based Event Sampling
|
||||
- Send all `/admin` requests
|
||||
- Skip `/health`, `/metrics`
|
||||
- Sample 10% of regular traffic
|
||||
|
||||
### Challenge Actions
|
||||
- CAPTCHA challenges for suspicious IPs
|
||||
- JavaScript challenges for bot detection
|
||||
|
||||
### Scheduled Rules
|
||||
- Block during maintenance windows
|
||||
- Time-of-day rate limits
|
||||
|
||||
### Multi-Project Rules (Phase 10+)
|
||||
- Global rules across all projects
|
||||
- Per-project rule overrides
|
||||
|
||||
## Summary
|
||||
|
||||
The Baffle Hub rule system provides:
|
||||
- **Fast local enforcement** (sub-millisecond)
|
||||
- **Centralized intelligence** (Hub analytics)
|
||||
- **Efficient synchronization** (timestamp-based incremental sync)
|
||||
- **Dynamic adaptation** (backpressure control via sampling)
|
||||
- **Temporal flexibility** (auto-expiring rules)
|
||||
- **Audit trail** (soft deletes, source tracking)
|
||||
|
||||
This architecture scales from single-server deployments to distributed multi-agent installations while maintaining simplicity and pragmatic design choices focused on the "low-hanging fruit" of WAF functionality.
|
||||
Reference in New Issue
Block a user