Author

Michael Backes

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

SADRA: Sound Capability-based Access Control System for Resource-Disaggregated Architectures

Resource disaggregation separates memory and accelerators from compute nodes and makes them remotely accessible. This improves resource sharing, but also removes the local kernel from the resource-access path. Under an untrusted host, compromised host software may use stale authority, exceed delegated authority, or reu...

H. Rasifard, Amirabbas Khojasteh, Hamed Nemati et al. · 0 citations

#machine learning Preprint Sep 2026

No Free Efficiency: Revisiting the Trade-off Between Training Efficiency and Model Vulnerability

Across vision and language models, it is shown that efficiency-oriented training increases susceptibility to adversarial and privacy attacks, and is called for a paradigm shift toward multi-objective training that jointly optimizes for performance, cost, and security.

Yi-Yong Liu, Jun Sakuma, Michael Backes et al. · 0 citations

#artificial intelligence Mar 2026

Real Money, Fake Models: Deceptive Model Claims in Shadow APIs

This paper presents the first systematic audit between official LLM APIs and corresponding shadow APIs, and uncovers widespread behavioral inconsistency and fingerprint-based evidence consistent with deceptive model claims in a subset of audited endpoints.

Ya-Ge Zhang, Yu-Kun Jiang, Zeyuan Chen et al. · arXiv.org · 15 citations · ⚡4