AI agent detection signals that still work when agents look human

Bots follow a script. AI agents work toward a goal and choose their own steps, which makes them harder to catch. In this Help Net Security interview, Zohaib Ahmed, CEO of Resemble AI explains how agents arrive as declared, undeclared or disguised traffic, and why binary bot detection misses the last two groups. Ahmed walks through the signals that give agents away, like click timing or a batch of sessions all chasing…

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Healthcare can’t govern the AI tools it hasn’t found yet

Nearly nine in ten healthcare leaders say security or compliance staff always or usually review AI-written code that touches patient data before it goes live, and seven in ten have still found an AI-built tool handling that data without IT or security knowing, according to Paubox. Source: Paubox These are the scripts, automations, and integrations staff put together with AI coding assistants. Here’s the catch: a code…

Help Net Security

Companies are spending more on AI governance and getting less control

Companies are increasing their cybersecurity budgets, with AI security and governance the top priority for additional spending, followed by cloud security, according to DNSFilter’s The Cost of Shadow AI report. Some 74.5% of respondents reported a larger cybersecurity budget than 12 months earlier. Asked where their next incremental security dollar would go, 40.3% named AI security and governance, followed by cloud s…

Help Net Security

Most consumers aren’t ready to let AI agents shop unsupervised

Customer control, account security and ease of use are influencing the adoption of AI agents that make purchases, book services and access personal information, according to Okta’s 2026 Customer Identity Trends Report. Consumers’ willingness to delegate depends on what an agent can do, the consequences of a mistake and their ability to approve or reverse its actions. Businesses introducing these services must meet ne…

Help Net Security

Cycurion Habit verifies threats and validates fixes before closing cases

Cycurion has launched Habit, an AI-driven security operations center (SOC) built to identify threats before they disrupt operations. The launch also marks Cycurion’s repositioning as a predictive cybersecurity company, built around a newly assembled team of former U.S. Intelligence Community and private-sector cyber experts. Habit doesn’t chase alerts. It learns what normal looks like for every identity, device, and…