Bosch AIShield

Protecting your AI system against emerging security threats

Artificial Intelligence systems of today are at the epicenter of security threats across industries. Attackers are trying to turn AI systems against the organization and society, intending to cause harm at various levels. With the increasing adoption of AI systems at the enterprise level for value creation, protecting these systems throughout their lifecycle and creating a trust for AI amongst users and regulators has become the top priority for all of us. The illustration below gives you a comprehensive view of the new vulnerabilities at various points of your AI systems cycle.

To surmount these intensifying security challenges and manage the associated risks for AI systems, we offer an advanced innovation for AI security, the Bosch AIShield. Built with years of expertise and experience in protecting AI, the Bosch AIShield is the definite answer to safeguard your business against model extraction attacks.

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Concept Demo

The Bosch AIShield protects against nefarious model extraction attacks by performing vulnerability analysis and generating customized endpoint defense. Our solution provides a SaaS-based tool with UI so that every developer can benefit from our patent-powered deep technology. The Bosch AIShield has also been developed to natively support automation with containerized microservice-based API offerings on the cloud so that organizations can achieve scale rapidly.

Our solution protects your organization in four main ways

Vulnerability Scanning

Model theft vulnerability analysis for various types of AI/ML models

End-Point Protection

Targeted defense generation and integration protecting against model extraction attacks

Intrusion Detection and Prevention

Real time prevention and monitoring of new attacks

Threat Intelligence Feed

Active threat hunting and incident report triggers

The deployment cycle of the Bosch AI Shield as below will provide you with complete security for your AI/ML assets to help protect your organization from existing and future threats.

Benefits of Bosch AI Shield

Out-of-the-box secure AI Models

Security Engineering as part of the development workflow

Out-of-the-box secure AI Models

Security Engineering as part of the development workflow

With Bosch AIShield as part of your AI systems, security comes as a core selling point for your AI products. With vulnerability analysis, defense generation, real-time threat identification, and telemetry, your AI model gets end-to-end security features throughout the product lifecycle.

Flexible deployment mechanisms

Suitable for Embedded and Cloud implementation

Flexible deployment mechanisms

Suitable for Embedded and Cloud implementation

Built for customization, the Bosch AIShield enables the deployment of end-point defense mechanisms along with the original model in target environments such as cloud or embedded. The mechanisms can also be deployed in various configurations such as in series, parallel, or hybrid with the original model to meet any systems performance requirements.

Create easy automated workflows

Cloud nativity with an API-first approach

Create easy automated workflows

Cloud nativity with an API-first approach

The Bosch AIShield is available in two cloud-native configurations in the SaaS mode- One as a standalone tool with interactive GUI providing dashboards, metrics, reports, and the second as an API integration which can be consumed from your MLOPs, CI/CD workflows. Choose the best configuration for your systems to create automated workflows during the model development stages.

Bring trust to AI

Security vulnerability threat assessment and reporting

Bring trust to AI

Security vulnerability threat assessment and reporting

The Bosch AI Shield keeps you ahead of attackers at all times with our advanced analytical reporting. It provides detailed threat and risk assessment reports along with visual indicators and metrics along with relevant artifacts within the workflow that can significantly aid decision-making for business leaders and product managers in the continuous protection of their AI systems.

Protect your IP and Investments

Automated custom defense generation

Protect your IP and Investments

Automated custom defense generation

Currently, defense mechanisms are knowledge and effort-intensive, often involving ambiguous manual practices. The Bosch AIShield generates customized defense mechanisms that are automated, consistent and customizable for your business to reduce human dependency drastically. With the in-built telemetry feature, the automated defense mechanisms as a part of your AI system will aid in the protection of key IP, assets and thus keep your business safe from the market impact of attacks.

With Bosch, you will always have a technology partner who will not just help you start your AI security journey but will also always remain the long-term protector of your AI assets. Our partnership journey with you will be customized based on your organizational needs across our 3 main delivery practices