Bosch AIShield provides a unified security platform for machine learning and generative AI models, employing vulnerability analysis and real-time defense mechanisms to protect against adversarial threats such as model extraction and data poisoning. This solution helps businesses mitigate financial losses and safeguard intellectual property by ensuring compliance and robust protection throughout the AI model lifecycle.
Funding
Funding not disclosed
Founders
Product
Problem
Machine learning and generative AI models are vulnerable to adversarial attacks such as model extraction, data poisoning, and prompt injection, leading to financial losses, intellectual property theft, and compliance violations. Existing security solutions often lack comprehensive protection throughout the AI model lifecycle, from development to deployment.
Solution
Bosch AIShield provides a unified security platform for machine learning and generative AI models, offering vulnerability analysis, real-time defense mechanisms, and continuous risk management. The SecureAIx platform offers a structured security framework consisting of AI journey selection and vulnerability identification, comprehensive vulnerability scanning, configuration and deployment of targeted defenses, and risk management and reporting. AIShield GuArdIan acts as a cybersecurity middleware, fortifying Generative AI and LLM applications against cyber threats during input and output. AIShield AISpectra integrates DAST and IAST with real-time defenses like RASP/WAF, providing security from development to live operations, while AIShield Watchtower automates the discovery of AI models and conducts vulnerability assessments.
Target Audience
The primary customers are businesses across diverse industries that are developing, deploying, and managing machine learning and generative AI models, including AI product managers and business leaders.
Features
- SecureAIx Platform: A comprehensive, unified security solution specifically designed for ML/DL and LLM/GenAI models.
- GuArdIan: Cybersecurity middleware that fortifies Generative AI and LLM applications against cyber threats during input and output.
- AISpectra: AI Application Security (AppSec) solution that integrates DAST and IAST with real-time defenses like RASP/WAF.
- Watchtower: Automates the discovery of AI models and conducts comprehensive vulnerability assessments.
- Out-of-the-box secure AI with vulnerability analysis, defense generation, real-time threat identification, and telemetry.
- Flexible endpoint defense mechanisms for deployment in cloud or embedded environments.
- Cloud-SaaS offering with interactive dashboards, metrics, and reporting with API integration with MLOps pipelines.
- Risk assessment framework and vulnerability scanning for compliance with regulatory guidelines.