CloudDefense ASPM

  • Onboard Source Code Repo from UI : AccuKnox WIP
  • Co-Relation Scan of Code to DAST : –
  • Vulnerabilty Context (Impact - How to Exploit). : This will be achievable by AI- SAST
  • Vulnerabilty Graph : CD is using OpenAI (Costly), We can deploy a local Model
  • Checks Managment : WIP for CSPM
  • Mobo App Scanning (APK Only) : AccuKnox can build a collector using MOB-SF

CD Feature Lack

  • Scan 1 Banch Per Repo
  • No Auth for SAST with DAST
  • Co-Relate SAST with DAST
  • No Option to Select Scan Type

Actions Items

  • Deploy a LLM/ AI Service on Proxmox Server that will
    • Gives [Vulnerabilty Context like Impact - How to Exploit - Remediation wrt Code]
    • Creates a Graph of each finding from source to emit

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© 2026 Ayush Aggarwal. Notes are living documents — they change as I learn, update, and reorganize them.