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AI Security

AI-Based Security: What the Label Actually Means on a Product Page

AI-based security is used to describe everything from a genuinely trained detection model to a marketing rewrite of a rules engine. Here's how to tell what you're actually buying.

Mar 4, 20265 min read
AI Security

Direct vs Indirect Prompt Injection

Direct and indirect prompt injection are different attack vectors with different blast radii. Real 2025 CVEs like EchoLeak show why the distinction matters.

Mar 4, 20267 min read
Incident Analysis

Dropbox 2022: The Supply Chain Angle

Dropbox's 2022 GitHub phishing incident began with a developer-targeted CircleCI lookalike campaign; the supply chain lessons centered on CI tokens and code.

Mar 4, 20266 min read
Software Supply Chain Security

Rekor transparency log

What is Rekor? It's the public, immutable transparency log at the heart of Sigstore that records software signing events for tamper-evident verification.

Mar 4, 20267 min read
Vulnerability Management

Fuzzing Open Source for Supply Chain Findings

How modern coverage-guided fuzzing finds real vulnerabilities in open-source dependencies, and how to fold it into a supply-chain security program.

Mar 4, 20267 min read
DevSecOps

Drone CI Security Considerations

A security-focused look at Drone CI: runner isolation, secret handling, plugin risks, and the differences between Drone OSS, Enterprise, and the Harness transition.

Mar 4, 20268 min read
AI Security

What is LLM Jailbreaking

LLM jailbreaking bypasses AI safety guardrails through techniques like DAN prompts, Crescendo, and Skeleton Key — here's how it works and how to defend against it.

Mar 4, 20266 min read
Cryptography

Merkle tree in transparency logs

A Merkle tree is a hash-based data structure that lets transparency logs prove data integrity efficiently, using Merkle proofs and certificate transparency.

Mar 4, 20267 min read
Product

Safeguard Auto-Fix: Automated Vulnerability Remediation That Respects Your Codebase

Auto-Fix generates pull requests that update vulnerable dependencies with compatibility checks, test validation, and rollback safety. Remediation at the speed of disclosure.

Mar 4, 20266 min read

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