🎭 Adversarial Sentiment Master Challenge!: Outsmart the AI! 🤖

Put on your hacker hat 🎩 This Capture The Flag (CTF) challenge is your ticket to becoming an adversarial machine learning maestro!

Level:

Easy

🎯 Mission Objective

Your mission, should you choose to accept it, is to craft a sentence so cunning that it:

• 😃 Sounds positive to human eyes
• 👾 But fools our AI into thinking it's negative!

🚀 Why This Challenge Rocks

1. 🕵️‍♂️ Uncover the secrets of machine learning vulnerabilities Adversial Examples Attack
2. 🧙‍♂️ Flex your creative muscles in AI security
3. 🎓 Get hands-on with adversarial machine learning (no Ph.D. required!)

🛠 Setting Up Your Battlestation

1. Clone this repo (it's like stealing the enemy's playbook):

   git clone https://github.com/AI-Security-Research-Group/Adversarial-Examples-CTF.git
   cd Adversarial-Examples-CTF
   

2. Create a virtual environment (your secret base):

   python3 -m venv venv
   source venv/bin/activate  # On Windows: `venv\Scripts\activate`
   

3. Arm yourself with the required packages:

   pip3 install -r requirements.txt
   

4. Launch the challenge:

   python3 app.py
   

5. Navigate to http://localhost:5000 and let the games begin! 🎮

🕹 How to Play (and Win!)

1. 👀 Scope out the battlefield: Check out the sample sentences
2. 🧪 Craft your linguistic weapon: Create a positively negative sentence
3. 🚀 Launch your attack: Hit that "Analyze Sentiment" button
4. 🏆 Claim victory: Successfully fool the AI and grab that flag!

👀 Say "I won!🏆" on Discussion Forum if you solve the challange. (Do not post solutions!🚫)

🚩 Flag Format

When you outsmart the AI, you'll see a flag in this format:

AISRG-CTF{...}

That ... is your proof of mastery. Wear it with pride! 🦚

📸 Sneak Peek

Here's what you're up against:

And here's what victory looks like:

🔮 Want More Brain-Bending Challenges?

• 🌟 Star and watch our GitHub repo: AISRG

We're cooking up new challenges faster than an AI can say "I'm not a robot!" 🤖

🎉 Final Words

Remember, in the world of AI security, the most powerful weapon is your creativity. Now go forth and may your adversarial examples be ever in your favor!

Happy Hacking, Future AI Tamer! 🦄🔐