Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

AI governance evidence is usually prepared for a neutral reader. A regulator with no stake in the market, an auditor with no competing product, an examiner who gains nothing from what the documentation contains. ‍ In securities and derivatives markets that assumption does not hold. Exchanges and clearing organizations register as self-regulatory organizations, and most of them operate the market while regulating its participants. The reader of your evidence is also an operator. ‍

A secrets vault controls the credentials you manage. Detection finds the ones that escaped. Here are six reasons mature secrets management programs need both.

An ISO 42001 gap analysis compares how you govern AI today with what ISO/IEC 42001:2023 requires. Do it before you commit to audit dates. You’ll learn what’s missing, what you can’t yet prove and what to fix first. Quick answer What it is: a structured review of your AI management system (AIMS) against ISO/IEC 42001:2023 clauses 4–10 and the applicable Annex A controls. Is it mandatory? No. The standard requires an internal audit and management review, not a gap analysis.

In modern network environments, maintaining both operational efficiency and strong security controls requires careful design and planning. One of the more common challenges Sophos Professional Services encounters, especially during firewall upgrades or redesigns, is asymmetric routing.

Imagine waking up Monday morning to discover you’ve been breached. The attacker has stolen sensitive financial data, set up persistent access, and then greets you with a lovely ransom note at 8:00 a.m. demanding money in exchange for the encryption key. Immediately, you reach out to your security operations team, and they quickly begin assessing the damage and reviewing the breadcrumbs left behind.

Cyberattacks can disrupt business operations to the extent that it may take days or even weeks for businesses to restore their operations. Attackers can expose sensitive data, selling it on the dark web or using it to extort ransom payments from organizations. While there are cybersecurity measures that organizations can take, those measures only prevent and respond to these incidents rather than stopping them entirely. This is where cybersecurity insurance becomes important.

Jansi is the small Java package that makes colored console output work everywhere, including the Windows terminals that never understood ANSI escape codes. You may not have heard of it, but if you build Java, you almost certainly have it on disk: the Apache Maven 3.9.16 distribution puts jansi-2.4.3.jar in its lib/ directory, and Maven's pom.xml declares it as a dependency.

AI agents are non-human identities. They hold credentials, carry permissions, and act on systems around the clock, usually with standing access nobody reviews. The Salesloft Drift breach reached more than 700 organizations through exactly that kind of over-scoped, non-expiring token, with no prompt injection involved. The controls already exist: inventory every agent, scope it to least privilege, expire its access, review it on a schedule, and detect when it's abused.

The NIST Secure Software Development Framework (SSDF) is a set of fundamental, outcome-based practices that integrate security throughout the software development lifecycle (SDLC). Documented in NIST SP 800-218, it helps organizations reduce vulnerabilities, prevent recurrences, and establish a common language for secure development. The SSDF outlines dozens of tasks grouped into four high-level categories.

Change Healthcare took down a third of US claims processing. Ascension spent weeks on the papers. OCR settlements keep citing “risk analysis failure,” and HITRUST r2 assessors are asking harder questions about what actually got tested versus what got scanned. The math on pentesting shifted in the middle of all that. In 2024, 1 in 40 findings was Critical. In 2025, it’s 1 in 10.