IEEE

CID4IoT: IoT-Oriented Command Injection Vulnerability Detection Based on Critical Code Extraction and LLM Analysis

Abstract: The Internet of Things (IoT) devices have brought invaluable convenience to our daily lives. However, they also introduce significant security challenges. Common vulnerabilities in numerous ...
IEEE

MagShadow: Physical Adversarial Example Attacks via Electromagnetic Injection

Abstract: Physical adversarial examples (AEs) have become an increasing threat to deploying deep neural network (DNN) models in the real world. Popular approaches adopt sticking-based or ...
Tech Times

GitHub Copilot CLI Adds Pre-Commit Security Scanner: LLM Inference at the Detection Layer

GitHub Copilot security scanning arrives in the terminal with /security-review, an experimental pre-commit slash command that uses LLM inference to flag injection flaws, XSS, path traversal, and weak ...
Ars Technica

Fed up with vibe coders, dev sneaks data-nuking prompt injection into their code

The controversy over vibe coding reached a new high this week after a developer added hidden instructions to his open source Java testing app to sabotage projects performed by AI coding agents. The ...