Daily threat signal, deep research, and open detection rules — written by people building the tools that triage alerts at machine speed. No vendor sludge. No SEO bait.
CISA added 13 CVEs to KEV between April 20 and 24. Seven are in security and IT-management tools — Defender, SimpleHelp, Quest KACE, Cisco SD-WAN Manager. The pattern matters more than the patches.
A Splunk customer reported alert reasoning being hijacked by a crafted Apache log line. The fix isn't where most teams will look first.
A new wave of intrusions is using certutil, bitsadmin, and mshta in ways that bypass most behavior-based detections. Three quick rules to plug the gap.
What happens when an attacker can write the words your AI analyst reads? A field guide to a class of vulnerabilities that doesn't exist in any threat model — yet is shipping in production today. With concrete defenses you can implement this week.
It's not a tooling problem. It's an information-theory problem. A first-principles argument for why throwing more analysts at the queue can never close the gap.
Every decision an autonomous agent makes is a decision your auditor will ask about. Six design principles for AI triage that scales without becoming a compliance bomb.
One of the most common LotL patterns, written to fire only when the parent process is anomalous — cutting false positives by ~80% versus the standard rule.
Used by ~400 SOC teams. Tested against MITRE Caldera scenarios. Updated April 2026.
# PowerShell encoded download cradle — parent-aware title: PowerShell Base64 Download Cradle id: syberops/ps-b64-cradle status: stable logsource: product: windows category: process_creation detection: selection: Image|endswith: '\powershell.exe' CommandLine|contains: - '-EncodedCommand' - 'FromBase64String' parent_filter: ParentImage|endswith: - '\winword.exe' - '\excel.exe' - '\outlook.exe' - '\mshta.exe' condition: selection and parent_filter level: high
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Try the agent at demo.syberops.com →SyberOps is built by operators who spent too many nights triaging false positives. We're building an autonomous SOC layer — and writing about the problems we hit along the way. If you're a security engineer, SOC analyst, or detection lead, this site is for you.
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