AI Security Roundup

Daily AI security roundup covering malware, vulnerabilities, defensive research, cloud risk, and incident response signals from trusted technical sources.

ai-security EN

The Hidden Cost of Recurring Credential Incidents

When talking about credential security, the focus usually lands on breach prevention. This makes sense when IBM’s 2025 Cost of a Data Breach Report puts the average cost of a breach at $4.4 million. …

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US Bans All Foreign-Made Consumer Routers

US Bans All Foreign-Made Consumer Routers This is for new routers ; you don’t have to throw away your existing ones: The Executive Branch determination noted that foreign-produced routers (1) …

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The State of Trusted Open Source Report

In December 2025 , we shared the first-ever The State of Trusted Open Source report, featuring insights from our product data and customer base on open source consumption across our catalog of …

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Possible US Government iPhone Hacking Tool Leaked

Possible US Government iPhone Hacking Tool Leaked Wired writes (alternate source ): Security researchers at Google on Tuesday released a report describing what they’re calling “Coruna,” a highly …

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Malicious Script That Gets Rid of ADS, (Wed, Apr 1st)

Today, most malware are called “fileless” because they try to reduce their footprint on the infected computer filesystem to the bare minimum. But they need to write something… think about persistence. …

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How we made Trail of Bits AI-native (so far)

This post is adapted from a talk I gave at [un]prompted , the AI security practitioner conference. Thanks to Gadi Evron for inviting me to speak. You can watch the recorded presentation below or …

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Mutation testing for the agentic era

Code coverage is one of the most dangerous quality metrics in software testing. Many developers fail to realize that code coverage lies by omission: it measures execution, not verification. Test …