ESL-former: Event Sparse Linear Transformer for FPGA-Accelerated Malware Detection

Jun Yang, Yumeng Cao, Yingxuan Xiao +2

Transformer based intrusion detection has shown strong potential for identifying unknown malware variants, but its deployment on resource constrained edge devices remains difficult…