Cyber Defense eMagazine May Edition for 2022

value of AI models, and what if they are stolen? What’s the impact of the AI model attack on brand
reputation and customer trust?
Therefore, the need of an hour is to create a last layer of defense for AI models to plug in the newer
attack surfaces.
Bosch AIShield brings hacker-level vulnerability assessment and security hardening to the organization’s
AI-powered devices and cloud solutions. The product provides a SaaS-based
tool with UI so that every AI stakeholder (e.g., data scientist, ML engineers, product managers, security
engineers) can benefit from our patent-powered deep technology. With a few clicks, AI stakeholders can
get vulnerability assessment reports, generate, and deploy customized defense mechanisms, and get
real-time notifications on real-time threat detection.
“Bosch is committed to make AI trustworthy and build digital trust in AI. AIShield is an important product
offering towards that. It protects AI systems against emerging threats from adversaries. AIShield makes
AI security accessible to all and bolsters Digital trust in AI”, says Krishnamurthy Vadiraj, Head Technology
& Innovation, BGSW.
Bosch AIShield also offers out-of-the-box native automation support so that organizations can achieve
scale rapidly. With a minimum configuration, it can be easily, effortlessly, and hassle-free way integrated
into the MLOps (ML workflows) leveraging our API offerings. Bosch AIShield takes an AI model and
sample data as an input and calculates the vulnerability score of a model using our intelligent attack
framework and attack database. The attack database is foundational and constantly updated through our
research and open-source intelligence. Bosch AIShield identifies relevant attack vectors and, using them,
calculates the vulnerability score. This score prioritizes the most critical vulnerabilities and creates a
defense mechanism against attacks as a remediation response. Bosch AIShield generates a deployable
version of the defense model and real-time attack notifications. The notifications are designed to be easily
be integrated by industry-leading Security Incident and Event Management services. The user interface
provides intuitive visualizations and detailed reports. Bosch AIShield also offers consulting services to
help the organization navigate the security landscape of AI. With Bosch AIShield’s rich end-to-end
security offering, even small security teams and AI/ML developers can ensure AI systems are monitored
and protected.
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