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Articles

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Vulnerability Management

How task-scheduler RCEs become cryptomining botnets

Two chained Apache Airflow CVEs and a Rundeck YAML deserialization bug show how scheduler tools turn one flaw into unauthenticated RCE and persistent mining.

Jul 8, 20266 min read
Best Practices

Symmetric vs Asymmetric Encryption in Python: A Practical Guide

One key or two? A working comparison of Fernet and RSA in Python's cryptography library — with the OAEP-vs-PKCS1v15 mistake that still causes padding-oracle bugs.

Jul 8, 20267 min read
Application Security

Unsafe Deserialization in Swift: NSCoding, Codable, and Safer Patterns

Two 2019 iOS zero-click bugs, CVE-2019-8646 and CVE-2019-8647, both traced back to NSKeyedUnarchiver — a reminder that Swift's Objective-C legacy still hides deserialization risk.

Jul 8, 20265 min read
Industry Analysis

The State of Open Source Security: What a Year of Disclosure Data Shows

454,600+ new malicious packages hit open-source registries in 2025, and NVD still closed the year with a 27,000-CVE enrichment backlog.

Jul 8, 20266 min read
Best Practices

Parameterized queries across languages: the real defense against SQL injection

SQL injection (CWE-89) still ranks #3 on the OWASP Top 10, but every major language has shipped a native, built-in fix for over a decade — most breaches happen anyway.

Jul 8, 20267 min read
Application Security

The most common Spring Boot security misconfigurations, and how to fix them

CVE-2026-40976 let anonymous users hit /actuator/env and /actuator/heapdump on default Spring Boot 4 filter chains, CVSS 9.1 — here's how to actually harden Spring Boot.

Jul 8, 20266 min read
Application Security

Robust input validation in Spring Boot: Bean Validation and its bypasses

Bean Validation (JSR-380) looks like a solved problem in Spring Boot, but nested DTOs, list elements, and unannotated service methods routinely skip validation silently.

Jul 8, 20266 min read
Supply Chain Security

A vendor-neutral framework for software supply chain security tools

Supply chain tooling splits into four distinct categories with different failure modes — the xz-utils backdoor slipped past most of them for over two years.

Jul 8, 20266 min read
Supply Chain Security

Software supply chain attacks in 2026: what's actually changed

A single compromised maintainer token in March 2025 exposed secrets across 23,000+ repositories — supply chain attacks now target the pipeline, not just the package.

Jul 8, 20266 min read

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