HiddenLayer vs Microsoft Security Copilot
Compare security AI Tools
HiddenLayer
Enterprise platform for AI security across the model lifecycle, covering supply chain risk, runtime defense, posture management and automated red teaming.
Microsoft Security Copilot
Microsoft Security Copilot is a generative AI assistant for security teams that helps investigate alerts, summarize incidents and guide response using data from Microsoft security products, with capacity based billing in Security Compute Units so organizations can control usage and spend.
Feature Tags Comparison
Only in HiddenLayer
Shared
Only in Microsoft Security Copilot
Key Features
HiddenLayer
- • Supply chain checks for models datasets and dependencies
- • Runtime monitoring for adversarial inputs and abuse
- • AI security posture management with policies and alerts
- • Automated red teaming and jailbreak testing
- • Dashboards and reports for audits and leadership
- • Integrations with SOC tools and marketplaces
Microsoft Security Copilot
- • Incident summarization: Generate concise summaries of security incidents and alerts to speed handoffs and reduce triage time.
- • Promptbooks: Use reusable guided prompt sequences for common tasks like investigation and remediation planning and security reporting.
- • Capacity based billing: Size usage with Security Compute Units and manage spend with provisioned capacity and overage limits.
- • Defender integration: Combine Copilot prompts with Microsoft Defender incident context to accelerate investigation workflows.
- • Sentinel workflows: Support SIEM style investigation by querying and summarizing incident data when using Microsoft Sentinel.
- • Role based use cases: Microsoft publishes role and scenario guidance so teams can map prompts to SOC and IT responsibilities.
Use Cases
HiddenLayer
- → Harden LLM apps against prompt injection
- → Detect model abuse or extraction attempts
- → Prove AI control coverage for audits
- → Monitor third party model supply chain risk
- → Run continuous adversarial tests pre release
- → Consolidate AI telemetry into SIEM
Microsoft Security Copilot
- → Alert triage: Ask Copilot to summarize what happened across related alerts so analysts can prioritize incidents faster during busy shifts.
- → Incident investigation: Use promptbooks to gather context and identify affected assets and propose next steps for containment.
- → Executive reporting: Turn incident timelines into readable summaries for leadership and compliance without manual rewriting.
- → Threat hunting support: Query security telemetry in natural language to explore indicators and pivot across related activity.
- → Remediation planning: Generate action checklists and validation steps so responders can coordinate fixes across teams and track closure.
- → Shift handover notes: Create consistent handover briefs so the next analyst can continue investigation without losing context.
Perfect For
HiddenLayer
CISOs SOC leaders ML platform owners and compliance officers scaling AI in regulated or high risk environments
Microsoft Security Copilot
SOC analysts, incident responders, threat hunters, security engineers, SIEM administrators, CISOs and security managers, compliance teams needing incident summaries, IT ops teams coordinating fixes
Capabilities
HiddenLayer
Microsoft Security Copilot
Need more details? Visit the full tool pages: