Offensive security is a proactive way to test defenses by attacking your own systems the way a real adversary would.

AI data integration is the use of machine learning, natural language processing, and large language models to automatically connect, clean, map, and move data from many sources into a single, unified view.

Code review is the practice of having someone other than the author read a code change before it merges.

Purple teaming is a collaborative validation loop: emulate a realistic procedure, observe what the defensive stack sees, improve the control, and retest.

Allison Jackson

28 August 2026

AI cost management is the practice of tracking, attributing, optimizing, and governing spend across the entire AI lifecycle, including managed inference APIs, self-hosted GPU compute, vector data pipelines, and model fine-tuning

Penetration testing finds exploitable weaknesses; red teaming measures whether attackers can turn those weaknesses into real attacks before your teams detect and stop them.

API sprawl becomes a security risk when API creation outpaces inventory, ownership, and lifecycle controls.

Red teaming evaluates how well your organization detects, contains, and responds to realistic attacks by using ethical hackers to pursue specific objectives.

Allison Jackson

27 August 2026

API discovery is the process of finding, mapping, and cataloging every single API across your entire digital estate, including your public-facing cloud accounts and your on-premises data centers.

Business logic vulnerabilities are flaws in how an app enforces its own rules, letting attackers misuse valid features. See the types, examples, and prevention.

Shaked Rotlevi

27 August 2026

In this article we'll cover a tried-and-true governance strategy, a practical five-layer operating model, and guidance on how to operationalize it using the right people, processes, and platforms.

Cloud-Sicherheit bezieht sich auf eine Reihe von Richtlinien, Kontrollen, Verfahren und Technologien, die zusammenarbeiten, um Cloud-basierte Systeme, Daten und Infrastrukturen zu schützen.

Shaked Rotlevi

27 August 2026

Cloud Security Posture Management (CSPM) beschreibt den Prozess der kontinuierlichen Erkennung und Behebung von Risiken in Cloud-Umgebungen und -Diensten (z. B. S3-Buckets mit öffentlichem Lesezugriff). CSPM-Tools bewerten Cloud-Konfigurationen automatisch anhand branchenüblicher Best Practices, gesetzlicher Anforderungen und Sicherheitsrichtlinien, um sicherzustellen, dass Cloud-Umgebungen sicher sind und ordnungsgemäß verwaltet werden.

eBPF provides deep visibility into network traffic and application performance while maintaining safety and efficiency by executing custom code in response to the kernel at runtime.

Ziad Ghalleb

24 August 2026

Beide Methoden sind für umfassende Sicherheitstests von entscheidender Bedeutung, konzentrieren sich jedoch auf unterschiedliche Aspekte Ihrer Anwendung.

Schwachstellenmanagement umfasst die kontinuierliche Identifizierung, Verwaltung und Behebung von Schwachstellen in IT-Umgebungen und ist ein integraler Bestandteil jedes Sicherheitsprogramms.

IDOR (insecure direct object reference) is an access control flaw that leaks data when apps skip authorization checks. See how IDOR works and how to prevent it.

Allison Jackson

21 August 2026

AI tokenomics, short for “token economics,” is the study and management of how large language models (LLMs) and other generative AI systems produce, price, and consume tokens.

A penetration testing (or pen test) methodology is a structured, repeatable framework that governs how ethical hackers plan, execute, document, and report a pen testing engagement.