Your ‘American’ AI Model May Still Have Chinese DNA

Cisco warns that model publishers and country labels can hide inherited weights, training data and upstream dependencies.
Vulnerabilities, defensive security, architecture and operational security.

Cisco warns that model publishers and country labels can hide inherited weights, training data and upstream dependencies.

Veeam ONE patches close a CVSS 10 unauthenticated RCE, arbitrary file read, SQL injection and a 9.3 flaw that can coerce SMB authentication.

Microsoft labels KB5120998 a non-security preview, but it changes administrator protection, AI process isolation, WMIC availability, post-quantum TLS and enterprise deployment behaviour.
Brave now generates unique forwarding addresses that reduce breach exposure and cross-site correlation through a reused primary email.

ATF says a standalone system breach did not reach its enterprise network or eForms, but the isolated environment contained information about investigation targets.

Manchester Airports Group kept operations running, but reporting says the attackers published stolen passenger data after MAG refused a ransom demand.

Adobe fixed three unauthenticated, network-reachable Adobe Campaign Classic flaws rated CVSS 10.0. On-premises and hybrid customers must update to build 9401.

Android 17 adds ECH, local-network permission enforcement, certificate transparency by default and carrier-controlled 2G disablement. Privacy improves, but enterprise visibility changes.

Patch the software. Investigate prior exposure.

ServiceNow patched three CVSS 10 flaws that can be exploited without credentials, plus a high-severity sandbox escape. Self-hosted customers must verify the complete build.