Large language models for software engineering: A systematic literature review

X Hou, Y Zhao, Y Liu, Z Yang, K Wang, L Li… - ACM Transactions on …, 2023 - dl.acm.org
Large Language Models (LLMs) have significantly impacted numerous domains, including
Software Engineering (SE). Many recent publications have explored LLMs applied to …

Challenges and applications of large language models

J Kaddour, J Harris, M Mozes, H Bradley… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) went from non-existent to ubiquitous in the machine
learning discourse within a few years. Due to the fast pace of the field, it is difficult to identify …

Jailbroken: How does llm safety training fail?

A Wei, N Haghtalab… - Advances in Neural …, 2024 - proceedings.neurips.cc
Large language models trained for safety and harmlessness remain susceptible to
adversarial misuse, as evidenced by the prevalence of “jailbreak” attacks on early releases …

Citation: A key to building responsible and accountable large language models

J Huang, KCC Chang - arXiv preprint arXiv:2307.02185, 2023 - arxiv.org
Large Language Models (LLMs) bring transformative benefits alongside unique challenges,
including intellectual property (IP) and ethical concerns. This position paper explores a …

Sok: Memorization in general-purpose large language models

V Hartmann, A Suri, V Bindschaedler, D Evans… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) are advancing at a remarkable pace, with myriad
applications under development. Unlike most earlier machine learning models, they are no …

A survey of large language models for cyber threat detection

Y Chen, M Cui, D Wang, Y Cao, P Yang, B Jiang… - Computers & …, 2024 - Elsevier
With the increasing complexity of cyber threats and the expanding scope of cyberspace,
there exist progressively more challenges in cyber threat detection. It's proven that most …

Large language models for cyber security: A systematic literature review

HX Xu, SA Wang, N Li, Y Zhao, K Chen, K Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
The rapid advancement of Large Language Models (LLMs) has opened up new
opportunities for leveraging artificial intelligence in various domains, including cybersecurity …

The Cybersecurity Crisis of Artificial Intelligence: Unrestrained Adoption and Natural Language-Based Attacks

A Tsamados, L Floridi, M Taddeo - arXiv preprint arXiv:2311.09224, 2023 - arxiv.org
The widespread integration of autoregressive-large language models (AR-LLMs), such as
ChatGPT, across established applications, like search engines, has introduced critical …

[HTML][HTML] Building an Ethical and Trustworthy Biomedical AI Ecosystem for the Translational and Clinical Integration of Foundation Models

BS Sankar, D Gilliland, J Rincon, H Hermjakob, Y Yan… - Bioengineering, 2024 - mdpi.com
Foundation Models (FMs) are gaining increasing attention in the biomedical artificial
intelligence (AI) ecosystem due to their ability to represent and contextualize multimodal …

On the Workflows and Smells of Leaderboard Operations (LBOps): An Exploratory Study of Foundation Model Leaderboards

Z Zhao, AA Bangash, FR Côgo, B Adams… - arXiv preprint arXiv …, 2024 - arxiv.org
Foundation models (FM), such as large language models (LLMs), which are large-scale
machine learning (ML) models, have demonstrated remarkable adaptability in various …