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SingGuard-NSFA is an open-source guardrail framework aimed at operational threats in agent workflows. Four models ship at 0.8B, 2B, 4B, and 9B parameters, all built on Qwen3.5 base backbones. Risk taxonomy The NSFA risk taxonomy organizes threats along the CIA triad of confidentiality, integrity, and availability. It defines 185 risk variants grouped under a smaller set of top-level domains and mid-level categories, cross-validated against three OWASP guidelines. Five top-level domains cover query-side threats: prompt injection … More →
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For most of the past decade, the managed detection and response (MDR) decision was a simple one: teams that couldn’t staff a 24/7 SOC outsourced detection and response to a provider who could. It solved a resources problem, and the alternatives (hiring a team you couldn’t afford or keeping a functional set of SOAR playbooks across an expanding alert surface) were worse. But a growing number of security leaders are looking at their next MDR … More →
The post The MDR renewal question: What changes when AI can handle the alerts appeared first on Help Net Security.