IEEE

A novel technique for Software Fault Injection Testing through FPGA code instrumentation ...

Abstract: Software Fault Injection Testing (SFIT) is a technique used in verification & validation (V&V) in order to test the error handling logics in the software on ...
Semiconductor Engineering

Security Threats Converge On IoT, Industrial ICs, Physical AI

Edge devices across multiple applications share common attack vectors. Security functionality must be designed in from the ...
IEEE

XPNet: Cross-FPGA Power Prediction from High Level Language Code

Abstract: Machine learning (ML) has been successfully employed to estimate power consumption for FPGAs using features derived from the results of High Level Synthesis (HLS). However, such models ...
GitHub

Post-Completion Learning for Language Models

Our code is based on open-r1, with our customized Trainer for mixed SFT+GRPO training. Some other updates focus on the white-box RL (reward function design) and post-completion training (replacement ...