Catching rogue AI behavior with identity-aware analytics
Identity-aware AI Gateway is now in open beta. User Insights turns that traffic into a behavioral baseline for every person and agent, and flags insider risk the moment it appears.
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Identity-aware AI Gateway is now in open beta. User Insights turns that traffic into a behavioral baseline for every person and agent, and flags insider risk the moment it appears.
Most API security programs were built for predictable consumers: mobile apps, backend services, partner integrations, and the occasional script. Each of those calls your APIs in fairly bounded ways. AI agents do not fit that model. An agent does not just call an API. It decides which APIs to call, in what order, and often keeps going until it reaches a result. That autonomy is the point of using an agent, but it is also what makes it dangerous: a single misconfigured agent can generate thousands
Palo Alto Networks researchers have demonstrated attacks against Google’s synced passkey implementation. The post New Attack Methods Enable Malware to Hijack Passkey-Protected Accounts appeared first on SecurityWeek.
Article URL: https://www.vincentschmalbach.com/time-serves-ai-bots-a-different-website/ Comments URL: https://news.ycombinator.com/item?id=49182041 Points: 251 # Comments: 110
As a data engineer, I’ve noticed business teams submitting intake forms, compliance documents, and project proposals that a tech team then manually validates against a set of predefined business rules stored in a database that gets updated quarterly. The time it takes to validate a single form is typically in the hours, and by the time you’ve validated the form, the submitter has moved on to other work. When I needed to validate project intake forms against 60+ business rules of financial, compl
A memory corruption flaw in the Linux kernel's Open vSwitch datapath gives ordinary local users a path to root on a broad set of default-configured distributions, and a public exploit ships with pre-built records for roughly 800 kernel builds. The vulnerability, tracked as CVE-2026-64531 (CVSS score: 7.8) and codenamed OVSwrap by its discoverer, was disclosed by security researcher Asim
Kali365 is turning a legitimate Microsoft login into a gateway to corporate data. The phishing kit targets US organizations with attacker-controlled device codes that victims approve on Microsoft's real authentication page. Once access and refresh tokens are issued, attackers may retain access to email, documents, and cloud resources, creating a direct path to data exposure, financial fraud,
Some creators fear the EU AI Act’s regulatory chaos will upend their lucrative businesses. Others are owning it by incorporating AI transparency into their creative process.
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