Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Part 3 of our agent-identity series: a reference architecture showing how a locally running AI agent, like the coding assistant in your editor or the copilot in your browser, can borrow a human's authority in a scoped, short-lived, auditable way, anchored in an app the user already trusts.

AI hacking tools are compressing the time between finding a target and logging in as them. Password spraying, already responsible for the vast majority of identity attacks, is the technique benefiting most. Attackers use AI hacking methods to optimize timing, rotate infrastructure, and personalize lures at a scale no human operator could match manually.

Here is a document going into an AI assistant: A simple masking system produces: The information is protected, but the document has become almost impossible for the AI to reason about. It no longer knows who introduced whom, who approved the proposal, or whether the same person appears multiple times. By removing identity, we destroyed the relationships that give the document meaning.

In leading security for major Australian fintechs, Arun Singh has learned that "You could be the Einstein of cybersecurity, but if you cannot influence the business, you're no good." Implementing a new security control developers hate influences the business, but not in a good way.

ServiceNow is core to many modern businesses. The platform is cloud-based, AI-first and centralized. As the operational center of the enterprise, ServiceNow offers IT leaders automation opportunities that help optimize workflows, track requests and enforce processes. Naturally, managing so many actions within one ecosystem calls for advanced identity governance and administration (IGA).

CVE-2026-54159 is a PHP object injection vulnerability in ps_facetedsearch, the layered navigation module bundled with PrestaShop, that lets an unauthenticated attacker run arbitrary code on the storefront. The vulnerability carries a CVSS v3.1 base score of 10.0 (Critical).

The JFrog Security Research team has discovered and disclosed a typosquatted NuGet package named Newtonsoftt.Json.Net. Note the double t and the.Net suffix. This package has been masquerading as the popular Newtonsoft.Json library while quietly shipping a trojanized fork. The trojan rigs Digitain, an online betting platform, and in later generations, exfiltrates rigged round results to an attacker-controlled server, utilizing the header X-Seq-ApiKey: theperfectheist2025.

What's scarier than an engineer with prod access? An agent with the same access that never sleeps, never asks, and runs a thousand sessions while you're at lunch. Last year we solved the problem of visibility in the Identity Chain, the concept is that identities are fragmented and it’s hard to get a view from Identity Providers to Infrastructure. Within a year, two things have changed. First, teams are using LLMs & Tools to perform actions on their behalf - fully delegating work to AI Agents.

The security world has a new focus: VulnOps. In response to Mythos, Daybreak, and the other frontier models that are sure to follow, organizations are racing to build permanent vulnerability operations functions that combine vulnerability management with more robust automation. The need for this discipline was always there. But now that AI can discover and help weaponize vulnerabilities at machine speed, the old quarterly-scan-and-patch approach is becoming less viable.

Healthcare has moved well past pilot projects. AI agents now triage support tickets, draft clinical documentation, manage patient engagement, and coordinate care across systems that were never designed to talk to autonomous software. Autonomous systems can now analyze data, make decisions, trigger actions, and coordinate across clinical systems with minimal human oversight.