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fatmanuraktas/README.md

Hi there, I'm Fatma Nur Aktaş πŸ‘‹ πŸ›‘οΈ

πŸš€ Currently Working On

  • Adversarial Machine Learning: I am actively developing and researching in my Autonomus Adversarial Self-Play Project, focusing on the robustness of neural networks against intentional attacks. πŸ§ͺπŸ€–

πŸ›‘οΈ Security Philosophy & Expertise

  • Holistic Security Approach: I believe security is not a layer, but a foundation. I approach systems with a 360-degree holistic perspective, ensuring every entry point is considered.
  • AI Security Specialist: My core focus lies at the intersection of Artificial Intelligence and Cybersecurity. I work on securing AI models, protecting data integrity, and preventing model inversion or poisoning attacks. πŸ§ πŸ”

πŸ› οΈ Core Expertise & Interests

  • **AI Agents & Automation: Experienced in designing LLM-based agent frameworks that interact with complex environments and external tools.

  • **Network Security & Intelligence: Built an Autonomous Darknet Classifier (98% accuracy) using behavioral analysis to identify encrypted traffic (Tor/VPN) without deep packet inspection.

  • **Languages & Tools: Python (Expert), C# (Unity/OOP), Linux (Pop!_OS/Debian), Network Protocols (TCP/IP, Routing), and Agentic Frameworks.

🌟 About Me & Personal Interests

  • πŸ“ Based in: Konya/Turkey
  • πŸŽ“ Studying: Konya Food and Agriculture University
  • πŸ’¬ Ask me about: AI Safety, Security Automations with ML, and Secure Coding
  • ⚑ Fun Fact: I love Spanish music.

🌐 Socials:

LinkedIn Medium

πŸ’» Tech Stack:

C# Python Java Rust MySQL! Pandas NumPy Matplotlib Keras scikit-learn TensorFlow PyTorch GitHub Git Splunk Docker

πŸ“Š GitHub Stats:



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  1. Darknet-Classification-with-LightGBM Darknet-Classification-with-LightGBM Public

    Jupyter Notebook

  2. PPO-Based-Attacker-Agent-With-Metasploit PPO-Based-Attacker-Agent-With-Metasploit Public

    Python

  3. leetcode leetcode Public

    JavaScript

  4. Autonomous-Legal-Counsel-For-School-Regulations Autonomous-Legal-Counsel-For-School-Regulations Public

    Python

  5. Zero-Knowledge-Machine-Learning-ZK-ML-Verifier-Pipeline Zero-Knowledge-Machine-Learning-ZK-ML-Verifier-Pipeline Public

    Python

  6. Baroque-Music-Generator-with-The-Beatles Baroque-Music-Generator-with-The-Beatles Public

    Python