LEVERAGING NEURAL TROJAN SIDE-CHANNELS FOR OUTPUT EXFILTRATION

Leveraging Neural Trojan Side-Channels for Output Exfiltration

Neural networks have become pivotal in advancing applications across various domains, including healthcare, finance, surveillance, and autonomous systems.To achieve low latency and high efficiency, field-programmable gate arrays (FPGAs) are increasingly being employed as accelerators for neural network inference in cloud and edge devices.However, t

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Thioredoxin-interacting protein-activated intracellular potassium deprivation mediates the anti-tumour effect of a novel histone acetylation inhibitor HL23, a fangchinoline derivative, in human hepatocellular carcinoma

Introduction: Hyperactivated histone Risers deacetylases (HDACs) act as epigenetic repressors on gene transcription and are frequently observed in human hepatocellular carcinoma (HCC).Although multiple pharmacological HDAC inhibitors (HDACis) have been developed, none is available in human HCC.Objectives: To investigate the pharmacological effects

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