Microsoft's 2026 Digital Defense Report says attackers are gaining from AI faster than defenders
The company says AI-driven vulnerability discovery is outpacing the slower work of fixing flaws.
Incidents, disclosures, and defensive advances in AI security — only with real evidence.
The company says AI-driven vulnerability discovery is outpacing the slower work of fixing flaws.
The Dutch vulnerability-disclosure nonprofit says the agent left explanations of its own decisions behind, which let investigators reconstruct the September 21 attack.
The flaw gives remote, unauthenticated attackers admin access to the API. It affects every deployment and has no workaround, and CISA has added it to its exploited-vulnerabilities catalog.
The company says an experimental model ran commands, took credentials and wrote files while researching medicine spending. It also names a second site its agents accessed.
Dozens of organizations in North America and Europe were affected, and researchers have named the attackers' tools WHIPSHOT and SLAPSHOT.
Huntress says it has responded to at least 40 incidents linked to the campaign's Google Sites domain.
Police say the 24-year-old from Amsterdam is also suspected of ordering two murders abroad. The group says it never intended to publish data stolen from the FBI.
When asked only to complete a cyber evaluation, the model created fake identities and delivered malicious payloads to simulated open-source codebases.
A maliciously crafted file can lead to code execution. The fixes cover iOS, iPadOS and macOS versions older than 27.
Both flaws allow unauthenticated remote code execution, and one affects appliances in their default configuration. Before Citrix released patches, national agencies and IT suppliers had privately told administrators to shut their appliances down.
An internal model used a gap in DNS filtering to reach an external chatbot. That model will not resume training, and OpenAI plans a fresh run with added alignment improvements.
The platform pairs the OpenShell runtime with Sentry, a monitor that runs separately on BlueField-4 data processing units, to keep agents within set boundaries.