We analyze the security implications of large language models (LLMs) from their use as security tools for both attackers and defenders and the security of LLMs. We discuss how LLMs increase the scale of traditional threats such as social engineering and add new ones such as prompt injections....
associatedwithAIdeployment,focusingoncriticalaspectslikesafety,integrity,and responsibleuse. AstheWDTAAI-STR-03standard,the"LargeLanguageModelSecurityRequirementsfor SupplyChain"outlinescomprehensivemeasuresformanagingsecurityrisksacrossthesupply chainoflargelanguagemodels.Thisstandardcoverstheentirelifecycleofthesemodels,fr...
设计更全面的评估指标以评估攻击和防御效果。 探索安全多方计算等新技术在语言模型中的应用。 研究不同应用场景下的风险及解决方案。 探索提高模型安全性和隐私保护水平的新方法。 原文地址: [2402.00888] Security and Privacy Challenges of Large Language Models: A Survey (arxiv.org) ...
Large Language Models (LLMs) don’t have a good reputation when it comes to data security and data privacy. You may have heard ofprivate data being leakedin ChatGPT, i.e., data from customer A showing up in chat responses at customer B. This rightfully worries a lot of business users....
Large Language Models (LLM) continue to demonstrate their utility in a variety of emergent capabilities in different fields. An area that could benefit from effective language understanding in cybersecurity is the analysis of log files. This work explores LLMs with different architectures (BERT, RoBE...
they empower security teams to fortify defenses, identify threats, and effectively streamline risk management and operational processes. Despite the anticipated widespread adoption of these LLMs, our understanding of their full impact on cybersecurity still needs to be completed. There is a critical nee...
Taught by leading experts in AI and cybersecurity who bring their extensive knowledge and experience to create a rich, engaging, and up-to-date learning experience Discover the critical aspects of Artificial Intelligence (AI) and Large Language Models (LLMs) implementations -- s...
If you want to know more, you can attend the Antisyphon class titled “AI for Cyber Security Professionals” by Joff Thyer and Derek Banks. If you are interested in security assessment of AI models, please contact Black Hills Information Security contact form at this URL:https://www.blackhil...
The Continuum technology has two main security goals. It first protects the user data and also protects AI model weights against the infrastructure, the service provider, and others. Infrastructure includes the basic hardware and software stack that the given AI app runs on. This includ...
Large Language Model (LLM) LLM security LLM privacy ChatGPT LLM attacks LLM vulnerabilities 1. Introduction A large language model is the language model with massive parameters that undergoes pretraining tasks (e.g., masked language modeling and autoregressive prediction) to understand and process hum...