Security Archives – Mantium

Security

Guarding the Gate: Mitigating DoS Attacks on Large Language Models

In the realm of artificial intelligence, Large Language Models (LLMs) like OpenAI’s GPT-4 have revolutionized our ability to generate human-like text on a massive scale. With the ability to process and generate extensive amounts of text, these models have found applications across industries, from business and academia to creative arts…

August 10, 2023  ·   11 min read

Prompt Injection Mitigation

In January 2021, a security issue termed “Prompt Injection” was brought to OpenAI’s attention by Mantium. Since then, numerous posts have surfaced online explaining methods to “jailbreak” or “trick” Language Learning Models (LLMs) into producing outputs diverging from the original intentions of the system creators. Prompt injection can be mitigated…

August 2, 2023  ·   5 min read

Navigating the New SEC Cybersecurity Disclosure Rules: Implications and Solutions for AI Systems

The Securities and Exchange Commission (SEC) recently announced new rules on July 26, 2023, mandating that public companies report any significant cybersecurity incidents they experience. This landmark change aims to increase transparency for investors, necessitating a new level of scrutiny and consistency in the handling of cybersecurity incidents. With the…

August 1, 2023  ·   5 min read

Securing Vector Databases: Introducing Chirps and Knowledge Vaults

Introduction As we continue to navigate the vast landscape of technological evolution, one particular development is making a significant impact on how we store, analyze, and interpret high-dimensional data – Vector databases (VectorDBs). These databases, designed to manage vector data efficiently, offer a unique approach to handling complex structures like…

July 27, 2023  ·   8 min read

Navigating Data and Security Challenges in Generative AI: A Deep Dive into User Data Integration

Summary Ryan Sevey, Mantium’s CEO & Co-founder, wrote an article that discusses challenges and solutions related to integrating user data into generative AI models, specifically focusing on platforms like OpenAI and Anthropic. It highlights potential security risks such as unsecured data storage, inadequate access controls, insufficient encryption, and absence of…

May 26, 2023  ·   1 min read

Mantium completes SOC 2 Type 2 audit for Data Security Standards

Because enterprises need to process sensitive and confidential business data using cloud-based services, they must ensure their data is safe. At Mantium, data security is at the forefront of everything we do. We are pleased to share that we completed the System and Organization Controls (SOC) 2 Type 2 Data Security…

August 11, 2022  ·   3 min read

Mantium completes SOC 2 Type I data security audit

Because enterprises need to process sensitive and confidential business data using cloud-based services, they must ensure their data is safe. At Mantium, data security is at the forefront of everything we do. We are pleased to share that we completed the System and Organization Controls (SOC) 2 Type I Data Security…

April 14, 2022  ·   2 min read

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