Agents vs. agents: how we triage HackerOne reports for $2 each, 85% as well as a human
LLMs made it cheap to flood bug bounty programs with submissions. Here's how Elastic built an AI triage agent that matches human decisions 85% of the time, including the architecture, threat model and calibration against 3,300 real reports
CISA red teams fully compromised two critical infrastructure orgs. One SOC isolated hosts in minutes; the other never detected the breach. CISA published an advisory (AA26-237A) documenting two simultaneous red team assessments at critical infrastructure organizations. Both organizations lost full domain control and had their cloud environments compromised. One of them didn’t know until CISA […]
FBI seizes QScan and QTRouter, China-linked platforms used to hide intrusions and target U.S. critical infrastructure. The U.S. Department of Justice and the FBI have seized two platforms, QScan and QTRouter, used by a China-linked group to hide cyberattacks and target critical infrastructure. The operation matters because it shows how state-backed actors no longer need […]
Executive Summary Most IT teams still operate under a false binary: patch or accept risk. That assumption creates unnecessary operational pressure. Patchless remediation is real and production-proven. Mitigate, Uninstall, Run Custom Scripts, Isolate; close exposure when no reliable patch exists. Same-day exposure neutralization becomes possible for CISA KEV items without emergency change control or restart […]