Perplexity launches Bumblebee: How its new read-only dev scanner differs from Chainguard

The AI company's Bumblebee tool tackles your most urgent question after any supply‑chain advisory: Do your programmers have ...
IEEE

GC-DETR: Geometry–Color Decoupled Transformer for 3D Indoor Object Detection in Smart Consumer Devices

Abstract: 3D indoor object detection from point clouds is a core enabling technology for perceptive consumer systems such as service robots, smart home devices, and AR/VR terminals. Although geometric ...
GitHub

pydahua – Python Library for Dahua Biometric & Access Control Devices

Stop struggling with Dahua HTTP APIs and messy responses. pydahua is a clean, production-ready Python library that helps you interact with Dahua biometric and access control devices effortlessly. No ...
GitHub

Deterministic reward hacking detector for LLM-generated Python code.

When LLMs autonomously generate and test code, they cheat. They hardcode expected outputs, replace algorithms with lookup tables, or manipulate test environments — and pass every test while solving ...
IEEE

Enhanced EM-Based Malware Detection for IoT Devices using Clock Frequency Analysis

IoT devices are increasingly threatened by malware however, conventional electromagnetic (EM) side-channel detection methods have short effective range with increased complexity. This paper proposes a ...
ischool.berkeley.edu

Pulse Check: Arrhythmia Detection and Classification on Edge Devices

The Master of Information Management and Systems (MIMS) program educates information professionals to provide leadership for an information-driven world. The Master of Information and Data Science ...