DDoS resilience is built through preparation – surface audit, redundant architecture, multi-layered protection levels and pre-integrated mitigation channels are essential.
MDR alone detects attacks but does not stop data encryption within the required millisecond window – automated file-level containment becomes a necessary architectural complement.
The Heretic tool can remove security filters from open-source AI models in minutes—a structural control risk that undermines existing compliance frameworks for locally deployed models.
Tabletop exercises without clear objectives, unrealistic scenarios, and missing relevant stakeholders create false confidence and fail to expose organizational weaknesses in incident response.
Attackers abuse chat-sharing functions of ChatGPT and Claude to render convincingly authentic outage pages and distribute malware through trusted domains that bypass conventional security filters.
Runtime Identity assesses access not once during login, but evaluates situationally at every action whether an identity should execute the intended operation.
Microsoft eases its threats against uncoordinated vulnerability disclosures after the security research community protests massively against the stance.
