DNNOBFUS: A STUDY ON OBFUSCATION-BASED EDGE-SIDE MODEL PROTECTION FRAMEWORK

The proliferation of artificial intelligence models has rendered them vulnerable to a myriad of security threats.The extensive integration of deep learning models into edge devices has introduced novel security challenges.Given the analogous structural characteristics of deep neural networks, adversaries can employ decompilation tactics to extract

Immunoglobulin A is a class of antibodies produced by the adaptive immune system and secreted into the gut lumen to Baby Gym fight pathogenic bacteria.We recently demonstrated that the main physical effect of these antibodies is to enchain daughter bacteria, i.e.to cross-link bacteria into clusters as they divide, preventing them from interacting w