USE CASE

SambaNova Cyber-Attack Response Solution
World record performance and accuracy for secure generative AIChallenge
The US Government needs to rapidly classify threats, develop responses, and deploy them before additional damage
can occur, with challenges in automating security processes such as patch management.

Objective

Distinguishing Factors

To leverage SambaNova’s generative AI capabilities toautomate response protocols, enabling quick isolation ofaffected systems and mitigation of damage. AI-driven
decision-making will be utilized to determine the best courseof action for each specific threat, reducing response times
and minimizing impact. SambaNova’s powerful AI platform
can handle the computational demands of real-time attack
response, ensuring efficient and effective mitigation of cyberthreats.

• Domain trained expert models• Composable pipelines• World record performance andaccuracy• Data security & privacy• Model/data ownership• Full stack solution• On-site/cloud services

Justification
The SambaNova generative AI platform can automate response protocols quickly, as demonstrated by its “world record
1000 Tokens/sec inference at 1T parameter scale.” This speed is essential for isolating affected systems and mitigating
damage rapidly in the event of a cyber-attack.

Solution
SambaNova Suite, combined with the Samba-1 Composition of Experts (CoE) model, delivers the highest combination ofperformance and accuracy for generative AI. A complete hardware/software platform, SambaNova Suite can be deployed as a fully configured rack-level solution either on-premises, including air-gapped environments, or as a cloud-based
solution. The Samba-1 model provides state-of-the-art accuracy across a wide range of use cases.

Key Features
Performance, Accuracy, and Efficiency
Only SambaNova delivers performance of over 1000
tokens/s at full precision, on as few as 16 sockets. This is an
unrivaled combination of performance and accuracy witha small footprint, dramatically reducing power consumption.
Total AI Stack Control
With options for on-premises and air-gapped
deployments, SambaNova ensures complete data
privacy and security, enabling the use of sensitive data
for model training without external exposure.

Model OwnershipOnce a model is fine-tuned, it becomes the property of thecustomer in perpetuity, eliminating model ownershipconcerns.
Configurable Access and Permissions
The Samba-1 model enables flexible access controls,
allowing precise management of model permissions toalign with organizational roles, enhancing security andensuring compliance.

SambaNova Suite delivers the most accurate, integrated full stack generative AI platform,
optimized for enterprise and government organizations. Delivered through SambaNova’s
integrated AI platform, which can be deployed on-premises or through the cloud, SambaNova
Suite seamlessly integrates into existing business processes to deliver transformative capabilities.
With the capacity to be further refined using customer data, these models can deliver unparalleledaccuracy while providing enterprise grade security and data governance.
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