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Vulnerabilities

Java Vulnerability Classes: A Reference List

A java vulnerability list organized by class — deserialization, injection, XXE, and the rest — because Java's ecosystem produces a specific, recurring set of vulnerability patterns worth knowing by name.

Mar 24, 20265 min read
Compliance

Open Source Licensing Models Explained: Permissive, Copyleft, and Compliance Risk

Open source licensing models fall into a few families with very different obligations. Here is how permissive, copyleft, and source-available terms affect your compliance.

Mar 24, 20266 min read
Vulnerability Analysis

What is a Business Logic Vulnerability

Business logic vulnerabilities exploit correct code enforcing the wrong rules. Learn what they are, real breach examples, and how to detect them.

Mar 24, 20266 min read
Vulnerabilities

Lodash 4.17.21: The Security History Behind the Version Bump

Lodash 4.17.21 closed a ReDoS path in its number-parsing helpers and a command-injection risk in its templating function — here's the security history that led up to it.

Mar 24, 20265 min read
DevSecOps

How to brew install java 17 on a Mac (Safely)

To brew install Java 17 on a Mac, use the Temurin cask or the openjdk@17 formula, then wire up JAVA_HOME. Here is the full walkthrough plus the security reasons to keep it patched.

Mar 23, 20265 min read
AppSec

Unrestricted File Upload Vulnerabilities: Risks and Fixes

An unrestricted file upload vulnerability lets an attacker place a working web shell on your server through a form that was only ever supposed to accept profile pictures or PDFs.

Mar 23, 20266 min read
AI Security

nullifAI: Broken Pickles and the Hugging Face Detection Gap

ReversingLabs disclosed two malicious Hugging Face models that evaded Picklescan by using broken 7z-packed PyTorch archives. We unpack the technique.

Mar 23, 20266 min read
Compliance

NIST SP 800-218A: SSDF Practices for Generative AI Models

NIST finalized SP 800-218A on July 26, 2024, augmenting the Secure Software Development Framework with practices specific to generative AI and dual-use foundation models.

Mar 23, 20266 min read
Incident Analysis

DeepSeek ClickHouse Exposure: When the AI Vendor Forgets the Database

In January 2025 Wiz Research found a wide-open ClickHouse instance belonging to AI startup DeepSeek, leaking chat history, API keys, and internal log streams. We unpack the AI-supply-chain implications.

Mar 23, 20267 min read

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