SecurityCipher
Home Blog About Us

Learn Paths, courses, and reference docs

  • ๐Ÿš€ Start Here Beginner path through the site
  • ๐Ÿ—บ๏ธ Penetration Testing Roadmap Structured path to become a pentester
  • ๐ŸŽ“ Free Security Courses Current free Udemy coupon listings
  • ๐Ÿ“„ Secure Code Explain Vulnerable vs secure code side by side
  • ๐ŸŽฏ Penetration Testing Tricks Field notes for real engagements
  • ๐Ÿ“– Vulnerability Explain How common vulns actually work

Checklists Interactive reviews and LLM risks

  • โœ… Security Checklists Hub All interactive security checklists
  • ๐Ÿ“‹ Writeup Checklists Steps derived from real writeups
  • ๐Ÿง  LLM AI Security Checklist Controls for LLM apps
  • ๐Ÿค– OWASP LLM Top 10 LLM Top 10 risks mapped out
  • ๐Ÿงฐ Burp Suite Guide Step-by-step Burp tutorials
  • ๐Ÿ“˜ Payload Field Manual Safe-first probes and signals

Practice Browser labs, games, and explorers

  • ๐Ÿ”ฌ Interactive Labs SQL injection, AI, architecture review
  • ๐ŸŽฎ Security Games Phishing, JWT, WAF, and more
  • ๐Ÿš— On-Call Drive Neon-city arcade security missions
  • โ€ข Shift Zero SOC desk: phish, OTP, malware, tickets
  • โ“ Application Security Quiz Web, secure coding, and cloud quizzes
  • ๐Ÿ—บ๏ธ OWASP Top 10 Explorer Clickable risk map with signals
  • ๐Ÿ”€ Interactive Attack Paths Recon-to-impact chains

Tools & Career Databases, jobs, and community

  • ๐Ÿ› ๏ธ Security Tools Curated recon, SAST, and bounty tools
  • ๐Ÿ”Ž CVE Lookup Multi-source CVE intelligence
  • ๐Ÿ’ฐ Bug Bounty Programs Live public scopes to search
  • ๐Ÿ’ผ Cybersecurity Jobs Roles from company career pages
  • ๐Ÿง‘โ€๐Ÿ’ป Security Researchers Community profiles and submissions
  • ๐ŸŽค Security Conferences Upcoming and past events
Browse all Security resources hub Freelance Security โ†’
My Resume
Freelance SecurityFreelance
New Security Researchers Join the directory - submit your profile for review Submit profile โ†’
← Security Tools View on GitHub

Astra

Automated REST API security testing tool that integrates into CI/CD.

Github Release Version Github Release Version

BH 2018 USA

BH 2018 Europe

Astra

alt text

REST API penetration testing is complex due to continuous changes in existing APIs and newly added APIs. Astra can be used by security engineers or developers as an integral part of their process, so they can detect and patch vulnerabilities early during development cycle. Astra can automatically detect and test login & logout (Authentication API), so it's easy for anyone to integrate this into CICD pipeline. Astra can take API collection as an input so this can also be used for testing apis in standalone mode.

  • SQL injection
  • Cross site scripting
  • Information Leakage
  • Broken Authentication and session management
  • CSRF (including Blind CSRF)
  • Rate limit
  • CORS misconfiguration (including CORS bypass techniques)
  • JWT attack
  • CRLF detection
  • Blind XXE injection
  • Server-side Requrest Forgery
  • Template Injection

Roadmap

https://www.astra-security.info/roadmap/

Requirement

  • Linux or MacOS
  • Python 3.7+
  • mongoDB
  • Celery
  • RabbitMQ

Installation

$ git clone https://github.com/flipkart-incubator/Astra

$ cd Astra
$ sudo pip install -r requirements.txt
$ sudo rabbitmq-server
$ celery -A worker -loglevel=INFO
$ cd API
$ python3 api.py

Docker Installation

Run Mongo Container:

$ docker pull mongo
$ docker run --name astra-mongo -d mongo

Installing GUI Docker:

$ git clone https://github.com/flipkart-incubator/Astra.git
$ cd Astra
$ docker build -t astra .
$ docker run --rm -it --link astra-mongo:mongo -p 8094:8094 astra

Installing CLI Docker :

$ git clone -b docker-cli https://github.com/flipkart-incubator/Astra.git
$ cd Astra
$ docker build -t astra-cli .
$ docker run --rm -it --link astra-mongo:mongo astra-cli 

Dependencies

- requests
- logger
- pymongo
- ConfigParser
- pyjwt
- flask
- sqlmap
- celery

Documentation

https://www.astra-security.info

Usage: CLI

$ python astra.py --help

                      _
        /\       | |
       /  \   ___| |_ _ __ __ _
      / /\ \ / __| __| '__/ _` |
     / ____ \__ \ |_| | | (_| |
    /_/    \_\___/\__|_|  \__,_|



usage: astra.py [-h] [-c {Postman,Swagger}] [-n COLLECTION_NAME] [-u URL]
                [-headers HEADERS] [-method {GET,POST}] [-b BODY]
                [-l LOGINURL] [-H LOGINHEADERS] [-d LOGINDATA]

REST API Security testing Framework

optional arguments:
  -h, --help            show this help message and exit
  -c {Postman,Swagger}, --collection_type {Postman,Swagger}
                        Type of API collection
  -n COLLECTION_NAME, --collection_name COLLECTION_NAME
                        Type of API collection
  -u URL, --url URL     URL of target API
  -headers HEADERS, --headers HEADERS
                        Custom headers.Example: {"token" : "123"}
  -method {GET,POST}, --method {GET,POST}
                        HTTP request method
  -b BODY, --body BODY  Request body of API
  -l LOGINURL, --loginurl LOGINURL
                        URL of login API
  -H LOGINHEADERS, --loginheaders LOGINHEADERS
                        Headers should be in a dictionary format. Example:
                        {"accesstoken" : "axzvbqdadf"}
  -d LOGINDATA, --logindata LOGINDATA
                        login data of API

Usage: Web interface

Run the api.py and access the web interface at http://127.0.0.1:8094

$ cd API
$ python api.py

NOTE: On macOS 10.13+ you must use the flag OBJC_DISABLE_INITIALIZE_FORK_SAFETY=YES to prevent scanning processes from being killed due to the way fork() and exec() has been changed. See here for more information.

$ cd API
$ OBJC_DISABLE_INITIALIZE_FORK_SAFETY=YES python api.py

Screenshots

New scan

alt text

Scan Reports

alt text

alt text

Detailed Report

alt text

Lead Developer

  • Sagar Popat (@popat_sagar)

Credits

  • Ankur Bhargava
  • Harsh Grover
  • Flipkart security team
  • Pardeep Battu
  • Rajasekar
Press Escape to close the search panel.

Donate

Buy me a Coffee

Penetration Testing Services

penetration Testing Services

Web Application Security Quiz

Web Application Security Quiz

Daily Bug Bounty Writeups - Twitter

Daily Bug Bounty Writeups

Download our Latest Android Application

Guide for Penetration Testing

Daily Bug Bounty Writeups - Telegram

Daily Bug Bounty Writeups

Author

Piyush
Senior Product Security Engineer

Ethical Hacker || Penetration Tester || Gamer || Blogger || Product Security Engineer || AI Security

READ ARTICLE

Donate

Buy me a Coffee

Recent Posts

  • AI-Generated Code Security Bugs: A Vibe Coding Case Study
    AI-Generated Code Security Bugs: A Vibe Coding Case Study
    October 7, 2026/
    0 Comments
  • Cloud Misconfig Bounty Hunting in 2026: Open Buckets, Firebase, and Secrets
    Cloud Misconfig Bounty Hunting in 2026: Open Buckets, Firebase, and Secrets
    September 8, 2026/
    0 Comments
  • DevSecOps From Laptop to Production: A Practical Security Pipeline Guide
    DevSecOps From Laptop to Production: A Practical Security Pipeline Guide
    August 27, 2026/
    0 Comments

Follow Us

SecurityCipher

Practical security guides, vulnerability deep-dives, and hands-on resources for bug bounty hunters and penetration testers.

Useful Links

  • Security Checklists
  • Cybersecurity Jobs
  • Blogs
  • About
  • Contact
ยฉ 2026 Security Cipher. All rights reserved. Privacy Policy ยท Terms & Conditions