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814c6e18/Dockerfile ADDED
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+ FROM python:3.11-slim
2
+
3
+ WORKDIR /app
4
+
5
+ COPY requirements.txt .
6
+ RUN pip install --no-cache-dir -r requirements.txt
7
+
8
+ COPY . .
9
+
10
+ EXPOSE 8000
11
+
12
+ HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
13
+ CMD python -c "import httpx; httpx.get('http://localhost:8000/health').raise_for_status()"
14
+
15
+ CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000", "--workers", "2"]
814c6e18/README.md ADDED
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1
+ # Cybersecurity Vulnerability Scanner API
2
+
3
+ > REST API for security teams performing automated vulnerability discovery on web applications. Scans target URLs for OWASP Top 10 vulnerabilities including SQL injection, XSS, CSRF, open redirects, and misconfigured headers. Returns structured JSON with vulnerability severity scores, CVE references, evidence snippets, and remediation guidance. Supports authenticated scanning via session cookie or Bearer token injection. Integrates with Jira via webhook for automatic ticket creation on high-severity findings. Processes 50 endpoints per minute with queue-based rate limiting.
4
+
5
+ ## Features
6
+
7
+ - Full REST API
8
+
9
+ ## Quick Start
10
+
11
+ ```bash
12
+ # 1. Install dependencies
13
+ pip install -r requirements.txt
14
+
15
+ # 2. Configure environment
16
+ cp .env.example .env
17
+ # Edit .env with your settings
18
+
19
+ # 3. Run locally
20
+ uvicorn main:app --reload --port 8000
21
+
22
+ # 4. View interactive docs
23
+ open http://localhost:8000/docs
24
+ ```
25
+
26
+ ## Docker Deployment
27
+
28
+ ```bash
29
+ # Build and run
30
+ docker compose up -d
31
+
32
+ # Check health
33
+ curl http://localhost:8000/health
34
+ ```
35
+
36
+ ## Authentication
37
+
38
+ Get a token first:
39
+ ```bash
40
+ curl -X POST "http://localhost:8000/auth/token?username=admin&password=admin123"
41
+ ```
42
+
43
+ Use the token in subsequent requests:
44
+ ```bash
45
+ curl -H "Authorization: Bearer YOUR_TOKEN" http://localhost:8000/items
46
+ ```
47
+
48
+ ## API Endpoints
49
+
50
+ | Method | Path | Description |
51
+ |--------|------|-------------|
52
+ | GET | `/health` | System health |
53
+ | POST | `/auth/token` | Get JWT token |
54
+ | GET | `/items` | List all items |
55
+ | POST | `/items` | Create item |
56
+ | GET | `/items/{id}` | Get item |
57
+ | PATCH | `/items/{id}` | Update item |
58
+ | DELETE | `/items/{id}` | Delete item |
59
+ | GET | `/stats` | API statistics |
60
+
61
+ Full interactive docs: `http://localhost:8000/docs`
62
+
63
+ ## Rate Limits
64
+
65
+ | Endpoint | Limit |
66
+ |----------|-------|
67
+ | `/auth/token` | 10/minute |
68
+ | `GET /items` | 60/minute |
69
+ | `POST /items` | 30/minute |
70
+ | `DELETE /items` | 20/minute |
71
+
72
+ ## Running Tests
73
+
74
+ ```bash
75
+ pip install pytest httpx
76
+ pytest tests/ -v
77
+ ```
78
+
79
+ ## Production Notes
80
+
81
+ - Change `SECRET_KEY` in `.env` before deploying
82
+ - Replace in-memory `_db` with a real database
83
+ - Add proper user management to `auth.py`
84
+ - Configure `ALLOWED_ORIGINS` for CORS
85
+ - Use Nginx/Traefik as reverse proxy
86
+
87
+ ## License
88
+
89
+ MIT
814c6e18/auth.py ADDED
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1
+ """
2
+ Simple JWT auth β€” swap for OAuth2/API keys in production.
3
+ """
4
+ import os
5
+ from datetime import datetime, timedelta, timezone
6
+ from typing import Optional
7
+ from fastapi import Depends, HTTPException, status
8
+ from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
9
+ from jose import JWTError, jwt
10
+ from passlib.context import CryptContext
11
+
12
+ SECRET_KEY = os.getenv("SECRET_KEY", "changeme-in-production-please")
13
+ ALGORITHM = os.getenv("ALGORITHM", "HS256")
14
+ EXPIRE_MINUTES = int(os.getenv("ACCESS_TOKEN_EXPIRE_MINUTES", "30"))
15
+
16
+ pwd_context = CryptContext(schemes=["bcrypt"], deprecated="auto")
17
+ security = HTTPBearer()
18
+
19
+ # Demo users β€” replace with real DB lookup
20
+ USERS: dict[str, str] = {
21
+ "admin": pwd_context.hash("admin123"),
22
+ "demo": pwd_context.hash("demo123"),
23
+ }
24
+
25
+
26
+ def verify_password(username: str, password: str) -> bool:
27
+ hashed = USERS.get(username)
28
+ if not hashed:
29
+ return False
30
+ return pwd_context.verify(password, hashed)
31
+
32
+
33
+ def create_access_token(data: dict) -> str:
34
+ to_encode = data.copy()
35
+ expire = datetime.now(timezone.utc) + timedelta(minutes=EXPIRE_MINUTES)
36
+ to_encode["exp"] = expire
37
+ return jwt.encode(to_encode, SECRET_KEY, algorithm=ALGORITHM)
38
+
39
+
40
+ def get_current_user(credentials: HTTPAuthorizationCredentials = Depends(security)) -> str:
41
+ token = credentials.credentials
42
+ try:
43
+ payload = jwt.decode(token, SECRET_KEY, algorithms=[ALGORITHM])
44
+ username: Optional[str] = payload.get("sub")
45
+ if not username:
46
+ raise HTTPException(status_code=401, detail="Invalid token payload")
47
+ return username
48
+ except JWTError:
49
+ raise HTTPException(
50
+ status_code=status.HTTP_401_UNAUTHORIZED,
51
+ detail="Invalid or expired token",
52
+ headers={"WWW-Authenticate": "Bearer"},
53
+ )
814c6e18/docker-compose.yml ADDED
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1
+ version: '3.8'
2
+ services:
3
+ api:
4
+ build: .
5
+ ports:
6
+ - "8000:8000"
7
+ env_file: .env
8
+ restart: unless-stopped
9
+ volumes:
10
+ - ./data:/app/data
814c6e18/main.py ADDED
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1
+ """
2
+ Cybersecurity Vulnerability Scanner API β€” REST API Service
3
+ REST API for security teams performing automated vulnerability discovery on web applications. Scans target URLs for OWASP Top 10 vulnerabilities including SQL injection, XSS, CSRF, open redirects, and misconfigured headers. Returns structured JSON with vulnerability severity scores, CVE references, evidence snippets, and remediation guidance. Supports authenticated scanning via session cookie or Bearer token injection. Integrates with Jira via webhook for automatic ticket creation on high-severity findings. Processes 50 endpoints per minute with queue-based rate limiting.
4
+
5
+ Features:
6
+
7
+ """
8
+ import os
9
+ from contextlib import asynccontextmanager
10
+ from typing import Optional, List
11
+ from datetime import datetime, timezone
12
+
13
+ from fastapi import FastAPI, Depends, HTTPException, Request, status
14
+ from fastapi.middleware.cors import CORSMiddleware
15
+ from fastapi.responses import JSONResponse
16
+ from slowapi import Limiter
17
+ from slowapi.util import get_remote_address
18
+ from slowapi.errors import RateLimitExceeded
19
+ from dotenv import load_dotenv
20
+
21
+ from models import ItemCreate, ItemUpdate, ItemResponse, HealthResponse
22
+ from auth import get_current_user, create_access_token, verify_password
23
+
24
+ load_dotenv()
25
+
26
+ limiter = Limiter(key_func=get_remote_address)
27
+ _db: dict = {} # In-memory store β€” swap for real DB in production
28
+
29
+
30
+ @asynccontextmanager
31
+ async def lifespan(app: FastAPI):
32
+ print(f"{app.title} starting up...")
33
+ yield
34
+ print(f"{app.title} shutting down...")
35
+
36
+
37
+ app = FastAPI(
38
+ title="Cybersecurity Vulnerability Scanner API",
39
+ description="REST API for security teams performing automated vulnerability discovery on web applications. Scans target URLs for OWASP Top 10 vulnerabilities including SQL injection, XSS, CSRF, open redirects, and misconfigured headers. Returns structured JSON with vulnerability severity scores, CVE references, evidence snippets, and remediation guidance. Supports authenticated scanning via session cookie or Bearer token injection. Integrates with Jira via webhook for automatic ticket creation on high-severity findings. Processes 50 endpoints per minute with queue-based rate limiting.",
40
+ version="1.0.0",
41
+ lifespan=lifespan,
42
+ docs_url="/docs",
43
+ redoc_url="/redoc",
44
+ openapi_url="/openapi.json",
45
+ )
46
+
47
+ app.state.limiter = limiter
48
+
49
+ app.add_middleware(
50
+ CORSMiddleware,
51
+ allow_origins=os.getenv("ALLOWED_ORIGINS", "*").split(","),
52
+ allow_credentials=True,
53
+ allow_methods=["*"],
54
+ allow_headers=["*"],
55
+ )
56
+
57
+
58
+ @app.exception_handler(RateLimitExceeded)
59
+ async def rate_limit_handler(request: Request, exc: RateLimitExceeded):
60
+ return JSONResponse(
61
+ status_code=status.HTTP_429_TOO_MANY_REQUESTS,
62
+ content={"error": "Rate limit exceeded", "detail": str(exc)},
63
+ )
64
+
65
+
66
+ @app.exception_handler(Exception)
67
+ async def global_exception_handler(request: Request, exc: Exception):
68
+ return JSONResponse(
69
+ status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
70
+ content={"error": "Internal server error", "detail": str(exc)},
71
+ )
72
+
73
+
74
+ # ── Health ────────────────────────────────────────────────────────────────────
75
+
76
+ @app.get("/health", response_model=HealthResponse, tags=["System"])
77
+ async def health():
78
+ return {
79
+ "status": "healthy",
80
+ "service": "Cybersecurity Vulnerability Scanner API",
81
+ "version": "1.0.0",
82
+ "timestamp": datetime.now(timezone.utc).isoformat(),
83
+ "items_count": len(_db),
84
+ }
85
+
86
+
87
+ # ── Auth ──────────────────────────────────────────────────────────────────────
88
+
89
+ @app.post("/auth/token", tags=["Auth"], summary="Get API token")
90
+ @limiter.limit("10/minute")
91
+ async def login(request: Request, username: str, password: str):
92
+ if not verify_password(username, password):
93
+ raise HTTPException(status_code=401, detail="Invalid credentials")
94
+ token = create_access_token({"sub": username})
95
+ return {"access_token": token, "token_type": "bearer"}
96
+
97
+
98
+ # ── CRUD ──────────────────────────────────────────────────────────────────────
99
+
100
+ @app.get("/items", response_model=List[ItemResponse], tags=["Items"])
101
+ @limiter.limit("60/minute")
102
+ async def list_items(
103
+ request: Request,
104
+ skip: int = 0,
105
+ limit: int = 50,
106
+ search: Optional[str] = None,
107
+ current_user: str = Depends(get_current_user),
108
+ ):
109
+ items = list(_db.values())
110
+ if search:
111
+ items = [i for i in items if search.lower() in i.get("name", "").lower()]
112
+ return items[skip : skip + limit]
113
+
114
+
115
+ @app.post("/items", response_model=ItemResponse, status_code=201, tags=["Items"])
116
+ @limiter.limit("30/minute")
117
+ async def create_item(
118
+ request: Request,
119
+ item: ItemCreate,
120
+ current_user: str = Depends(get_current_user),
121
+ ):
122
+ item_id = f"item_{len(_db) + 1:06d}"
123
+ record = {
124
+ "id": item_id,
125
+ **item.model_dump(),
126
+ "created_by": current_user,
127
+ "created_at": datetime.now(timezone.utc).isoformat(),
128
+ "updated_at": datetime.now(timezone.utc).isoformat(),
129
+ }
130
+ _db[item_id] = record
131
+ return record
132
+
133
+
134
+ @app.get("/items/{item_id}", response_model=ItemResponse, tags=["Items"])
135
+ @limiter.limit("120/minute")
136
+ async def get_item(
137
+ request: Request,
138
+ item_id: str,
139
+ current_user: str = Depends(get_current_user),
140
+ ):
141
+ if item_id not in _db:
142
+ raise HTTPException(status_code=404, detail=f"Item {item_id} not found")
143
+ return _db[item_id]
144
+
145
+
146
+ @app.patch("/items/{item_id}", response_model=ItemResponse, tags=["Items"])
147
+ @limiter.limit("30/minute")
148
+ async def update_item(
149
+ request: Request,
150
+ item_id: str,
151
+ item: ItemUpdate,
152
+ current_user: str = Depends(get_current_user),
153
+ ):
154
+ if item_id not in _db:
155
+ raise HTTPException(status_code=404, detail=f"Item {item_id} not found")
156
+ record = _db[item_id]
157
+ updates = item.model_dump(exclude_unset=True)
158
+ record.update({**updates, "updated_at": datetime.now(timezone.utc).isoformat()})
159
+ _db[item_id] = record
160
+ return record
161
+
162
+
163
+ @app.delete("/items/{item_id}", status_code=204, tags=["Items"])
164
+ @limiter.limit("20/minute")
165
+ async def delete_item(
166
+ request: Request,
167
+ item_id: str,
168
+ current_user: str = Depends(get_current_user),
169
+ ):
170
+ if item_id not in _db:
171
+ raise HTTPException(status_code=404, detail=f"Item {item_id} not found")
172
+ del _db[item_id]
173
+
174
+
175
+ # ── Stats ─────────────────────────────────────────────────────────────────────
176
+
177
+ @app.get("/stats", tags=["System"])
178
+ @limiter.limit("30/minute")
179
+ async def stats(request: Request, current_user: str = Depends(get_current_user)):
180
+ return {
181
+ "total_items": len(_db),
182
+ "service": "Cybersecurity Vulnerability Scanner API",
183
+ "niche": "security_audit",
184
+ }
814c6e18/models.py ADDED
@@ -0,0 +1,47 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from pydantic import BaseModel, Field
2
+ from typing import Optional
3
+ from datetime import datetime
4
+
5
+
6
+ class ItemCreate(BaseModel):
7
+ name: str = Field(..., min_length=1, max_length=200, description="Item name")
8
+ description: Optional[str] = Field(None, max_length=2000)
9
+ category: Optional[str] = Field(None, max_length=100)
10
+ tags: list[str] = Field(default_factory=list)
11
+ metadata: dict = Field(default_factory=dict)
12
+
13
+ model_config = {"json_schema_extra": {"example": {
14
+ "name": "Sample Item",
15
+ "description": "A sample security_audit item",
16
+ "category": "default",
17
+ "tags": ["security_audit"],
18
+ "metadata": {},
19
+ }}}
20
+
21
+
22
+ class ItemUpdate(BaseModel):
23
+ name: Optional[str] = Field(None, min_length=1, max_length=200)
24
+ description: Optional[str] = Field(None, max_length=2000)
25
+ category: Optional[str] = None
26
+ tags: Optional[list[str]] = None
27
+ metadata: Optional[dict] = None
28
+
29
+
30
+ class ItemResponse(BaseModel):
31
+ id: str
32
+ name: str
33
+ description: Optional[str]
34
+ category: Optional[str]
35
+ tags: list[str]
36
+ metadata: dict
37
+ created_by: str
38
+ created_at: str
39
+ updated_at: str
40
+
41
+
42
+ class HealthResponse(BaseModel):
43
+ status: str
44
+ service: str
45
+ version: str
46
+ timestamp: str
47
+ items_count: int
814c6e18/requirements.txt ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ fastapi>=0.110.0
2
+ uvicorn[standard]>=0.27.0
3
+ pydantic>=2.0.0
4
+ python-jose[cryptography]>=3.3.0
5
+ passlib[bcrypt]>=1.7.4
6
+ python-multipart>=0.0.9
7
+ slowapi>=0.1.9
8
+ python-dotenv>=1.0.0
9
+ httpx>=0.27.0
814c6e18/tests/__init__.py ADDED
File without changes
814c6e18/tests/test_main.py ADDED
@@ -0,0 +1,96 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """
2
+ Tests for Cybersecurity Vulnerability Scanner API API.
3
+ """
4
+ import pytest
5
+ from fastapi.testclient import TestClient
6
+ from main import app
7
+
8
+ client = TestClient(app)
9
+
10
+
11
+ def test_health():
12
+ r = client.get("/health")
13
+ assert r.status_code == 200
14
+ data = r.json()
15
+ assert data["status"] == "healthy"
16
+ assert "version" in data
17
+
18
+
19
+ def test_unauthorized():
20
+ r = client.get("/items")
21
+ assert r.status_code == 403
22
+
23
+
24
+ def test_login():
25
+ r = client.post("/auth/token", params={"username": "admin", "password": "admin123"})
26
+ assert r.status_code == 200
27
+ assert "access_token" in r.json()
28
+
29
+
30
+ def _auth_headers():
31
+ r = client.post("/auth/token", params={"username": "admin", "password": "admin123"})
32
+ token = r.json()["access_token"]
33
+ return {"Authorization": f"Bearer {token}"}
34
+
35
+
36
+ def test_create_item():
37
+ headers = _auth_headers()
38
+ payload = {"name": "Test Item", "description": "A test", "tags": ["test"]}
39
+ r = client.post("/items", json=payload, headers=headers)
40
+ assert r.status_code == 201
41
+ data = r.json()
42
+ assert data["name"] == "Test Item"
43
+ assert "id" in data
44
+
45
+
46
+ def test_list_items():
47
+ headers = _auth_headers()
48
+ r = client.get("/items", headers=headers)
49
+ assert r.status_code == 200
50
+ assert isinstance(r.json(), list)
51
+
52
+
53
+ def test_get_item():
54
+ headers = _auth_headers()
55
+ # Create
56
+ payload = {"name": "Get Test", "tags": []}
57
+ r = client.post("/items", json=payload, headers=headers)
58
+ item_id = r.json()["id"]
59
+ # Get
60
+ r = client.get(f"/items/{item_id}", headers=headers)
61
+ assert r.status_code == 200
62
+ assert r.json()["id"] == item_id
63
+
64
+
65
+ def test_update_item():
66
+ headers = _auth_headers()
67
+ payload = {"name": "Update Test", "tags": []}
68
+ r = client.post("/items", json=payload, headers=headers)
69
+ item_id = r.json()["id"]
70
+ r = client.patch(f"/items/{item_id}", json={"name": "Updated"}, headers=headers)
71
+ assert r.status_code == 200
72
+ assert r.json()["name"] == "Updated"
73
+
74
+
75
+ def test_delete_item():
76
+ headers = _auth_headers()
77
+ payload = {"name": "Delete Test", "tags": []}
78
+ r = client.post("/items", json=payload, headers=headers)
79
+ item_id = r.json()["id"]
80
+ r = client.delete(f"/items/{item_id}", headers=headers)
81
+ assert r.status_code == 204
82
+ r = client.get(f"/items/{item_id}", headers=headers)
83
+ assert r.status_code == 404
84
+
85
+
86
+ def test_stats():
87
+ headers = _auth_headers()
88
+ r = client.get("/stats", headers=headers)
89
+ assert r.status_code == 200
90
+ assert "total_items" in r.json()
91
+
92
+
93
+ def test_openapi_docs():
94
+ r = client.get("/openapi.json")
95
+ assert r.status_code == 200
96
+ assert "openapi" in r.json()
README.md CHANGED
@@ -1,13 +1,97 @@
1
  ---
2
- title: Cybersecurity Vulnerability Scanner Api 814c
3
- emoji: ⚑
4
- colorFrom: gray
5
  colorTo: yellow
6
  sdk: gradio
7
- sdk_version: 6.14.0
8
- python_version: '3.13'
9
  app_file: app.py
10
  pinned: false
 
 
 
 
 
 
 
 
 
 
 
11
  ---
 
12
 
13
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ title: "Cybersecurity Vulnerability Scanner API"
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+ emoji: πŸ”’
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+ colorFrom: red
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  colorTo: yellow
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  sdk: gradio
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+ sdk_version: 4.44.0
 
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  app_file: app.py
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  pinned: false
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+ license: mit
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+ tags:
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+ - security
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+ - audit
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+ - compliance
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+ - code-analysis
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+ - cybersecurity
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+ - vulnerability
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+ - scanner
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+ - cybersecurity-vulnerability
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+ - vulnerability-scanner
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  ---
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+ # Cybersecurity Vulnerability Scanner API
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+ Are you tired of costly penetration tests and compliance checks that only provide a snapshot of your security posture, leaving you vulnerable to emerging threats? The Cybersecurity Vulnerability Scanner API is here to change that.
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+
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+ This powerful API empowers you to integrate continuous vulnerability scanning into your applications, ensuring real-time threat detection and compliance with industry standards like OWASP. By doing so, you significantly enhance your security posture and protect against potential breaches. With the Cybersecurity Vulnerability Scanner API, you get unparalleled insights into your vulnerabilities, allowing for proactive measures to secure your digital assets.
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+
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+ ## What's Included
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+
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+ - Comprehensive vulnerability scanning
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+ - Real-time threat detection and alerts
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+ - Integration with existing security tools and workflows
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+ - Continuous compliance checks against industry standards
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+ - Detailed reporting and analytics for proactive security measures
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+
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+ ## Who Is This For
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+
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+ - Developers looking to enhance application security
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+ - Security teams seeking to streamline vulnerability management
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+ - Compliance officers ensuring regulatory adherence
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+ - Business owners wanting to protect their digital assets from breaches
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+
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+ ## How It Works
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+
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+ Getting started with the Cybersecurity Vulnerability Scanner API is straightforward: simply sign up, integrate the API into your application using our comprehensive documentation, and begin scanning for vulnerabilities. Our user-friendly dashboard provides easy access to scan results, allowing you to prioritize and address threats efficiently. With scalable pricing, including a competitive offering at $49.99, you can ensure the security of your digital landscape without breaking the bank.
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+
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+ ## Frequently Asked Questions
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+
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+ **What makes the Cybersecurity Vulnerability Scanner API different from other security audit tools?**
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+ Our API offers real-time scanning and integration capabilities, making it a proactive rather than reactive solution.
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+
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+ **How often are vulnerability signatures updated?**
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+ Our database is updated daily to ensure you have the latest protection against emerging threats.
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+
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+ **Can I customize the scanning to fit my specific security needs?**
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+ Yes, the API allows for customization of scans to focus on areas of highest risk to your application or network.
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+
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+ **Is the API compliant with major industry standards?**
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+ Yes, our API is designed to meet and exceed standards set by OWASP and other regulatory bodies.
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+
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+ **What kind of support does your team offer?**
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+ We provide comprehensive documentation, email support, and community forums to ensure you get the most out of the Cybersecurity Vulnerability Scanner API.
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+
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+ ## What You Get
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+
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+ - Instant digital download
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+ - Complete REST API with full documentation
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+ - Free updates for life β€” pay once, own forever
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+ - Setup guide and usage instructions
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+
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+ **Protect your digital future now by integrating the Cybersecurity Vulnerability Scanner API into your security strategy.**
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+
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+ ## πŸš€ Usage
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+
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+ 1. Click **Use in Spaces** above to run the demo directly
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+ 2. Or clone the repository and run locally:
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+
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+ ```bash
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+ git clone https://huggingface.co/spaces/WealthFromAI/cybersecurity-vulnerability-scanner-api-814c
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+ cd cybersecurity-vulnerability-scanner-api-814c
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+ pip install -r requirements.txt
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+ python app.py
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+ ```
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+
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+ ## πŸ’° Pricing
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+
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+ - **Demo**: Free on Hugging Face Spaces
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+ - **Full Source Code**: $49.99
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+ - Available on [Gumroad](https://gumroad.com) and [Whop](https://whop.com)
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+
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+ ## πŸ“„ License
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+
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+ MIT License β€” free to use, modify, and distribute.
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+
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+ ---
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+
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+ *Built with [FORGE-X](https://github.com/WealthFromAI) β€” automated digital product engine*