Sponge Attack Against Multi-Exit Networks With Data Poisoning
Benxuan Huang,
Lihui Pang,
Anmin Fu
et al.
Abstract:The motivation for the development of multi-exit networks (MENs) lies in the desire to minimize the delay and energy consumption associated with the inference phase. Moreover, MENs are designed to expedite predictions for easily identifiable inputs by allowing them to exit the network prematurely, thereby reducing the computational burden due to challenging inputs. Nevertheless, there is a lack of comprehensive understanding regarding the security vulnerabilities inherent in MENs. In this study, we introduce a… Show more
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