Pengcheng Ren

ORCID: 0009-0005-2041-087X
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About
Contact & Profiles
Research Areas
  • Digital and Cyber Forensics
  • Advanced Malware Detection Techniques
  • User Authentication and Security Systems
  • Security and Verification in Computing

Shandong University
2024

Mobile apps have become popular for providing artificial intelligence (AI) services via on-device machine learning (ML) techniques. Unlike accomplishing these AI on remote servers traditionally, techniques process sensitive information required by locally, which can mitigate the severe concerns of data collection side. However, to push core ML expertise (e.g., models) smartphones are still subject similar vulnerabilities clouds and servers, especially when facing model stealing attack. To...

10.1145/3597503.3623325 article EN 2024-02-06
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