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Vulnerability Analysis

Mass assignment vulnerabilities explained

Mass assignment lets attackers write privileged fields like "role":"admin" via ordinary API calls. Learn how it works, real CVEs, and fixes.

Dec 5, 20257 min read
Tools

How deepfake fraud detection tools identify synthetic med...

A buyer's guide to real-time deepfake fraud detection tools: evaluation criteria, an honest comparison of six named vendors, and where Safeguard fits in.

Dec 5, 20258 min read
Vulnerability Analysis

GraphQL injection and introspection abuse explained

How GraphQL injection, introspection abuse, and alias-based DoS attacks expose APIs to data leaks—illustrated by the 2021 Peloton breach.

Dec 5, 20257 min read
Open Source Security

RubyGems 2019 Multi-CVE Disclosure: Directory Traversal v...

CVE-2019-8320 let malicious RubyGems packages delete arbitrary directories via symlinked gem decompression. Here's the impact, timeline, and how to remediate it.

Dec 5, 20258 min read
AI Security

CoSAI Releases Model Signing and Incident Response Frameworks

The Coalition for Secure AI published two operational frameworks in November 2025: Signing ML Artifacts and AI Incident Response. We unpack what each contains and how to adopt them.

Dec 4, 20257 min read
Vulnerability Analysis

JWT algorithm confusion / none-algorithm bypass explained

How attackers forge JWTs via RS256/HS256 key confusion and the alg:none bypass, with real CVEs, detection steps, and defenses.

Dec 4, 20257 min read
Open Source Security

RubyGems Escape Sequence Injection via Gem Name Output (C...

A look at CVE-2019-8321, the RubyGems escape sequence injection flaw in gem CLI output: affected versions, severity, and how to remediate it.

Dec 4, 20258 min read
Security

Hacking Software: What It Is and How Defenders Use It Legally

Hacking software is the category of programs used to test and break into systems. Used with authorization, it is how security teams find their own weaknesses first.

Dec 4, 20257 min read
Engineering

Reproducible Builds: Why Bit-for-Bit Identical Matters

If two builds of the same source produce different binaries, you cannot prove what you shipped. How determinism breaks, the flags that fix it, and why auditors care.

Dec 4, 20256 min read
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