Bosch AIShield AISpectra

AIShield AISpectra is an API-based AI/ML model security platform that provides vulnerability assessment and defense capabilities for AI workloads across on-premises, cloud, and edge environments. **Vulnerability Assessment:** The platform scans AI models for exposure to over 200 attack types, including model theft, data poisoning, evasion, and inference attacks. It supports 20+ model types and data variations, covering computer vision, tabular classification, and time-series forecasting models. Results are surfaced through simplified dashboards and easy-to-use APIs. **Endpoint Defense & Threat Detection:** AISpectra generates threat-informed ML security defense models delivered in a containerized format. It provides real-time intrusion detection and prevention, endpoint protection, and a threat intelligence feed. Pre-configured connectors enable telemetry to be sent to SIEM/SOAR tools. **Governance & Compliance:** The platform includes regulatory readiness documentation aligned with AI GRC (Governance, Risk & Compliance) frameworks and global AI cybersecurity standards. **Deployment & Integration:** Available on AWS and Azure marketplaces, AISpectra integrates with ML workflows, monitoring platforms, confidential computing platforms, and SIEM/SOAR ecosystems via SDK and APIs. A Python SDK and reference implementations are provided for integration into existing pipelines.