developer-roadmap/public/roadmap-content/ai-red-teaming.json

{
  "R9DQNc0AyAQ2HLpP4HOk6": {
    "title": "AI Security Fundamentals",
    "description": "",
    "links": []
  },
  "fNTb9y3zs1HPYclAmu_Wv": {
    "title": "Why Red Team AI Systems?",
    "description": "",
    "links": []
  },
  "HFJIYcI16OMyM77fAw9af": {
    "title": "Introduction",
    "description": "",
    "links": []
  },
  "1gyuEV519LjN-KpROoVwv": {
    "title": "Ethical Considerations",
    "description": "",
    "links": []
  },
  "Irkc9DgBfqSn72WaJqXEt": {
    "title": "Role of Red Teams",
    "description": "",
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  },
  "NvOJIv36Utpm7_kOZyr79": {
    "title": "Supervised Learning",
    "description": "",
    "links": []
  },
  "ZC0yKsu-CJC-LZKKo2pLD": {
    "title": "Unsupervised Learning",
    "description": "",
    "links": []
  },
  "Xqzc4mOKsVzwaUxLGjHya": {
    "title": "Reinforcement Learning",
    "description": "",
    "links": []
  },
  "RuKzVhd1nZphCrlW1wZGL": {
    "title": "Neural Networks",
    "description": "",
    "links": []
  },
  "3XJ-g0KvHP75U18mxCqgw": {
    "title": "Generative Models",
    "description": "",
    "links": []
  },
  "8K-wCn2cLc7Vs_V4sC3sE": {
    "title": "Large Language Models",
    "description": "",
    "links": []
  },
  "gx4KaFqKgJX9n9_ZGMqlZ": {
    "title": "Prompt Engineering",
    "description": "",
    "links": []
  },
  "WZkIHZkV2qDYbYF9KBBRi": {
    "title": "Confidentiality, Integrity, Availability",
    "description": "",
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  },
  "RDOaTBWP3aIJPUp_kcafm": {
    "title": "Threat Modeling",
    "description": "",
    "links": []
  },
  "MupRvk_8Io2Hn7yEvU663": {
    "title": "Risk Management",
    "description": "",
    "links": []
  },
  "887lc3tWCRH-sOHSxWgWJ": {
    "title": "Vulnerability Assessment",
    "description": "",
    "links": []
  },
  "Ds8pqn4y9Npo7z6ubunvc": {
    "title": "Jailbreak Techniques",
    "description": "",
    "links": []
  },
  "j7uLLpt8MkZ1rqM7UBPW4": {
    "title": "Safety Filter Bypasses",
    "description": "",
    "links": []
  },
  "XOrAPDRhBvde9R-znEipH": {
    "title": "Prompt Injection",
    "description": "",
    "links": []
  },
  "1Xr7mxVekeAHzTL7G4eAZ": {
    "title": "Prompt Hacking",
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    "links": []
  },
  "5zHow4KZVpfhch5Aabeft": {
    "title": "Direct",
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    "links": []
  },
  "3_gJRtJSdm2iAfkwmcv0e": {
    "title": "Indirect",
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    "links": []
  },
  "G1u_Kq4NeUsGX2qnUTuJU": {
    "title": "Countermeasures",
    "description": "",
    "links": []
  },
  "vhBu5x8INTtqvx6vcYAhE": {
    "title": "Code Injection",
    "description": "",
    "links": []
  },
  "uBXrri2bXVsNiM8fIHHOv": {
    "title": "Model Vulnerabilities",
    "description": "",
    "links": []
  },
  "QFzLx5nc4rCCD8WVc20mo": {
    "title": "Model Weight Stealing",
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    "links": []
  },
  "DQeOavZCoXpF3k_qRDABs": {
    "title": "Unauthorized Access",
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    "links": []
  },
  "nD0_64ELEeJSN-0aZiR7i": {
    "title": "Data Poisoning",
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    "links": []
  },
  "xjlttOti-_laPRn8a2fVy": {
    "title": "Adversarial Examples",
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    "links": []
  },
  "iE5PcswBHnu_EBFIacib0": {
    "title": "Model Inversion",
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    "links": []
  },
  "2Y0ZO-etpv3XIvunDLu-W": {
    "title": "Adversarial Training",
    "description": "",
    "links": []
  },
  "6gEHMhh6BGJI-ZYN27YPW": {
    "title": "Robust Model Design",
    "description": "",
    "links": []
  },
  "7Km0mFpHguHYPs5UhHTsM": {
    "title": "Continuous Monitoring",
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    "links": []
  },
  "aKzai0A8J55-OBXTnQih1": {
    "title": "Insecure Deserialization",
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    "links": []
  },
  "kgDsDlBk8W2aM6LyWpFY8": {
    "title": "Remote Code Execution",
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    "links": []
  },
  "nhUKKWyBH80nyKfGT8ErC": {
    "title": "Infrastructure Security",
    "description": "",
    "links": []
  },
  "Tszl26iNBnQBdBEWOueDA": {
    "title": "API Protection",
    "description": "",
    "links": []
  },
  "J7gjlt2MBx7lOkOnfGvPF": {
    "title": "Authentication",
    "description": "",
    "links": []
  },
  "JQ3bR8odXJfd-1RCEf3-Q": {
    "title": "Authentication",
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    "links": []
  },
  "0bApnJTt-Z2IUf0X3OCYf": {
    "title": "Black Box Testing",
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    "links": []
  },
  "Mrk_js5UVn4dRDw-Yco3Y": {
    "title": "White Box Testing",
    "description": "",
    "links": []
  },
  "ZVNAMCP68XKRXVxF2-hBc": {
    "title": "Grey Box Testing",
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    "links": []
  },
  "LVdYN9hyCyNPYn2Lz1y9b": {
    "title": "Automated vs Manual",
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    "links": []
  },
  "65Lo60JQS5YlvvQ6KevXt": {
    "title": "Continuous Testing",
    "description": "",
    "links": []
  },
  "c8n8FcYKDOgPLQvV9xF5J": {
    "title": "Testing Platforms",
    "description": "",
    "links": []
  },
  "59lkLcoqV4gq7f8Zm0X2p": {
    "title": "Monitoring Solutions",
    "description": "",
    "links": []
  },
  "et1Xrr8ez-fmB0mAq8W_a": {
    "title": "Benchmark Datasets",
    "description": "",
    "links": []
  },
  "C1zO2xC0AqyV53p2YEPWg": {
    "title": "Custom Testing Scripts",
    "description": "",
    "links": []
  },
  "BLnfNlA0C4yzy1dvifjwx": {
    "title": "Reporting Tools",
    "description": "",
    "links": []
  },
  "s1xKK8HL5-QGZpcutiuvj": {
    "title": "Specialized Courses",
    "description": "",
    "links": []
  },
  "HHjsFR6wRDqUd66PMDE_7": {
    "title": "Industry Credentials",
    "description": "",
    "links": []
  },
  "MmwwRK4I9aRH_ha7duPqf": {
    "title": "Lab Environments",
    "description": "",
    "links": []
  },
  "2Imb64Px3ZQcBpSQjdc_G": {
    "title": "CTF Challenges",
    "description": "",
    "links": []
  },
  "DpYsL0du37n40toH33fIr": {
    "title": "Red Team Simulations",
    "description": "",
    "links": []
  },
  "LuKnmd9nSz9yLbTU_5Yp2": {
    "title": "Conferences",
    "description": "",
    "links": []
  },
  "ZlR03pM-sqVFZNhD1gMSJ": {
    "title": "Research Groups",
    "description": "",
    "links": []
  },
  "Smncq-n1OlnLAY27AFQOO": {
    "title": "Forums",
    "description": "",
    "links": []
  },
  "xJYTRbPxMn0Xs5ea0Ygn6": {
    "title": "LLM Security Testing",
    "description": "",
    "links": []
  },
  "FVsKivsJrIb82B0lpPmgw": {
    "title": "Agentic AI Security",
    "description": "",
    "links": []
  },
  "KAcCZ3zcv25R6HwzAsfUG": {
    "title": "Responsible Disclosure",
    "description": "",
    "links": []
  },
  "-G8v_CNa8wO_g-46_RFQo": {
    "title": "Emerging Threats",
    "description": "",
    "links": []
  },
  "soC-kcem1ISbnCQMa6BIB": {
    "title": "Advanced Techniques",
    "description": "",
    "links": []
  },
  "VmaIHVsCpq2um_0cA33V3": {
    "title": "Research Opportunities",
    "description": "",
    "links": []
  },
  "WePO66_4-gNcSdE00WKmw": {
    "title": "Industry Standards",
    "description": "",
    "links": []
  }
}