The Hacker News

Claude Code Security and Magecart: Getting the Threat Model Right

Magecart hides payload in favicon EXIF via third-party scripts, bypassing static analysis and stealing checkout data at ...
GitHub

LLM-based code analysis tool for detecting suspicious or inconsistent code regions.

Ouakha (واخا) means "agree" or "okay" in Moroccan Darija (dialect). The name captures the core concept: this tool finds places where the LLM model doesn't agree with your code; highlighting tokens ...

Supply-chain attack using invisible code hits GitHub and other repositories

Researchers say they’ve discovered a supply-chain attack flooding repositories with malicious packages that contain invisible ...
On MSFT

Anthropic adds ‘Code Review’ tool to inspect Claude Code pull requests

Anthropic has launched a new AI code review tool inside Claude Code, aiming to help companies handle the growing flood of pull requests created by AI coding tools. As more developers use plain ...
IEEE

Efficient and Interpretable Code Analysis with Transformers

Abstract: Modern software development benefits greatly from automated code analysis tools that can detect bugs and suggest improvements. In this work, we present a transformer-based framework for code ...
csis.org

AI-Driven Code Analysis: What Claude Code Security Can—and Can’t—Do

Q1: How does Claude Code Security function—and how does it differ from traditional static application security testing (SAST)? A1: Conventional rule-based static analysis uses pattern matching, ...