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AI Security

AI Data Quality: Why It Matters for Model Security

Poor AI data quality is not just an accuracy problem — it's an attack surface. Here's how data integrity, provenance, and validation shape the security of the models you ship.

Apr 9, 20266 min read
AI Security

OWASP Top 10 for LLM Applications, Explained

A practitioner's walkthrough of the OWASP Top 10 for LLM Applications: what each risk looks like in a real system, which ones bite first, and the mitigations that hold up.

Apr 9, 20266 min read
AppSec

What a Dependency Scanner Does and Which One to Pick

A dependency scanner reads your lockfiles, resolves the full dependency tree, and matches every package against known vulnerability data. Here is how that works and what separates a good one from a noisy one.

Apr 9, 20267 min read
Application Security

What is Attack Surface Management

Attack surface management explained: what it covers, how it differs from vulnerability management, and why CISA and Gartner now treat it as core AppSec.

Apr 9, 20266 min read
Concepts

What Is a Security Control?

A security control is a safeguard that prevents, detects, or responds to threats to reduce risk. Learn the types, categories, and how frameworks organize them.

Apr 9, 20266 min read
Enterprise

Security Software Companies: How to Evaluate a Vendor Shortlist

A practical framework for scoring security software companies on coverage, integration depth, and total cost before you sign a multi-year contract.

Apr 9, 20266 min read
Container Security

Container Vulnerability Scanner Buyer Guide 2026

A practical 2026 buyer guide for container vulnerability scanners: detection accuracy, reachability, signed advisories, runtime correlation, and the questions that separate vendors.

Apr 9, 20265 min read
Tools

cdxgen v12: Reachability Evidence Lands in SBOMs

OWASP's cdxgen v12 ships reachability evidence powered by atom, multi-BOM generation (SBOM, CBOM, SaaSBOM, OBOM, CDXA), and CycloneDX 1.7 as the default. We tested it on a Java monorepo.

Apr 9, 20266 min read
Security

How to Change the Java Version on a Mac Without Breaking Security

A practical guide to change the Java version on Mac using JAVA_HOME and jenv, plus why keeping the right JDK active is a security decision, not just a convenience.

Apr 9, 20265 min read

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