Page 193 - Cyber Defense eMagazine July 2024

DeepKeep Dashboard:

AI is becoming essential for businesses and everyday life. In 2023, 35% of businesses adopted AI, and
90% of leading businesses supported and invested in AI for competitive advantage. As the adoption of
LLMs and generative AI surges across diverse applications and industries, organizational attack surfaces
expand, introducing unique threats and weaknesses. New risks associated with LLMs go beyond
traditional cyber-attacks and include Prompt Injection, Jailbreak, and PII Leakage, as well as the lack of
trustworthiness due to biases, fairness, and vulnerabilities.

Gartner’s new TRiSM category is a perfect fit for DeepKeep, as it ensures AI model governance,
trustworthiness, fairness, reliability, robustness, efficacy, and data protection. This includes solutions and
techniques for model interpretability and explainability, AI data protection, model operations, and
adversarial attack resistance.

DeepKeep’s unique use of Generative AI to secure Generative AI sets it apart from competitors like
Hidden Layer and Robust Intelligence. We leverage GenAI to protect LLMs and computer vision models
throughout the entire AI lifecycle. Our AI-native security solutions ensure businesses adopt AI safely,
protecting both commercial and consumer data.

DeepKeep's expertise includes computer vision models, large language models (LLM) and multimodal
scenarios. We prioritize implementing both trustworthiness and security to enable synergies equaling
more than the sum of the parts, and also address both digital and physical threats, such as facial
recognition and object detection, to ensure comprehensive protection.

DeepKeep raised $10M in seed funding in a round led by Canadian-Israeli VC Awz Ventures. Our
roadmap includes expanding into multilingual natural language processing (NLP). As we collaborate with
multinational companies globally, there is growing demand for support in multiple languages, with an
initial focus on Japanese, driven by our partnerships with Japanese firms.

DeepKeep recently conducted an extensive evaluation of Meta’s LlamaV2 7B LLM, summarized with the
following weaknesses and strengths:

Cyber Defense eMagazine – July 2024 Edition 193
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