IEEE

Area-Efficient Modular Multiplication on FPGA

Abstract: Modular multiplication (MM) involves multiplication and modular reduction. In this brief, we explore an area-efficient modular reduction for MM on FPGA. We analyze and compare the equivalent ...
GitHub

A modular Python library for synthesizing tool-calling datasets from JSON tool definitions using an LLM-as-a-judge pipeline. Designed for OpenAI-compatible APIs.

⚠️ Development Status: This project is under active development. The API is not yet stable and may undergo significant changes. Breaking changes may occur between versions. ToolsGen automates the ...
IEEE

Make Shuffling Great Again: A Side-Channel-Resistant Fisher–Yates Algorithm for Protecting Neural Networks

Abstract: Neural network (NN) models implemented in embedded devices have been shown to be susceptible to side-channel attacks (SCAs), allowing recovery of proprietary model parameters, such as ...
GitHub

Modular Python code for easy integration with ML pipelines (e.g., SageMaker Processing)

First-K Picks the first K rows. If data is ordered (e.g., by date), this introduces bias. No 🚫 No Random Picks K random rows from the entire dataset. Distribution depends on original data. ⚠️ ...