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xie00059/README.md

Dr. Fuman Xie

Responsible AI · AI Privacy · AI Governance

I turn AI governance principles, privacy law, and software-compliance research into practical risk-assessment processes and working tools. I am Currently a Research Fellow with UQ and CSIRO, leading responsible-AI work in the Tech4HSE program for AI-intensive XR systems.

My work sits where regulation meets real systems: taking frameworks like the EU AI Act, GDPR, and Australia's Privacy Act and building automated ways to check whether AI and software systems actually comply, before they reach users.

Focus areas

  • AI risk assessment & high-risk AI classification (EU AI Act, NIST AI RMF, ISO/IEC 23894)
  • Automated privacy-policy & compliance checking (LLM-assisted extraction, evidence-based reporting)
  • Data governance & accountability (DataBOM, provenance, tamper-evident audit records)
  • Large-scale empirical privacy analysis of real-world app ecosystems

Selected published work & tools

  • Pico — detects excessive data collection in voice-assistant apps at scale (ICSE 2024)
  • Skipper — checks whether apps behave as their privacy policy claims (ASE 2022)
  • UQ-AAS21 — 65,195-skill dataset behind the studies above (ADMA 2021)

Full profile: xie00059.github.io

Email: fuman.xie@hotmail.com

Popular repositories Loading

  1. Amazon-Alexa-UQ-AAS21-datasets Amazon-Alexa-UQ-AAS21-datasets Public

    Large-scale dataset of 65,195 Amazon Alexa skills: metadata, descriptions, permissions, and privacy policy links for privacy and software-engineering research (ADMA 2021)

    TeX 3 5

  2. xie00059.github.io xie00059.github.io Public

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  3. pico-privacy-inconsistency-detector pico-privacy-inconsistency-detector Public

    Large-scale privacy over-collection detector for voice-assistant apps, using LLM embeddings + anomaly detection to flag apps requesting more data than their functionality needs (ICSE 2024)

    Jupyter Notebook

  4. skipper-privacy-policy-compliance skipper-privacy-policy-compliance Public

    Automatically checks whether voice-assistant apps behave as their privacy policy claims, auditing against GDPR / CCPA / COPPA through NLP + black-box testing (ASE 2022)

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  5. xie00059 xie00059 Public