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Articles

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Application Security

How to Discover Shadow and Undocumented APIs Before Attackers Do

A single undocumented API endpoint exposed 10 million Optus records in 2022. Here's how to find shadow APIs in production and assess their real exposure.

Jul 10, 20266 min read
AI Security

AI Code Generation: An Evaluation Framework for Gating Output Before Merge

NYU researchers found security weaknesses in ~40% of Copilot-generated programs. Here's how to gate AI code before it ever reaches main.

Jul 10, 20267 min read
AI Security

Least-privilege scoping for AI agents with write access to code, CI, and cloud

OWASP's 2025 LLM Top 10 names Excessive Agency a top risk; a single over-scoped CI token already dumped secrets from 23,000+ repos in 2025.

Jul 10, 20268 min read
Incident Analysis

Docker Hub cryptojacking campaign analysis

Safeguard tracked a six-week Docker Hub cryptojacking campaign using 41 trojanized images, delayed payloads, and base-image laundering to evade scanners.

Jul 10, 20267 min read
Industry Analysis

Hidden Functionality and Undocumented API Endpoints

Undocumented API endpoints and hidden functionality sit outside vendor documentation entirely — here's where they come from, why attackers find them first, and how to detect them.

Jul 10, 20267 min read
Buyer's Guides

Best AI and LLM generated code security scanning tools

An honest buyer's guide to AI generated code security scanning tools: what to evaluate, how six real vendors stack up, and where they fall short.

Jul 10, 20268 min read
Incident Analysis

chalk and debug npm package compromise incident

A phished maintainer account led to a malicious npm publish of chalk, debug, and 16 related packages, exposing a crypto-clipper to billions of weekly downloads.

Jul 10, 20267 min read
Industry Analysis

Missing Rate Limiting on APIs and Login Endpoints

Missing rate limiting turned single APIs into 37-million-record breaches at T-Mobile and Optus. Here's why it happens, how attackers exploit it, and how to catch it first.

Jul 10, 20267 min read
Buyer's Guides

Best open source audit tools for M&A due diligence

A practical buyer's guide to open source audit tools for M&A due diligence, comparing ScanCode, FOSSology, ORT, Syft/Grype, FOSSA, and Black Duck.

Jul 10, 20268 min read

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