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Security and privacy challenges of large language models: A survey
BC Das, MH Amini, Y Wu - ACM Computing Surveys, 2025 - dl.acm.org
Large language models (LLMs) have demonstrated extraordinary capabilities and
contributed to multiple fields, such as generating and summarizing text, language …
contributed to multiple fields, such as generating and summarizing text, language …
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 …, 2024 - dl.acm.org
Large Language Models (LLMs) have significantly impacted numerous domains, including
Software Engineering (SE). Many recent publications have explored LLMs applied to …
Software Engineering (SE). Many recent publications have explored LLMs applied to …
[PDF][PDF] A survey of large language models
Ever since the Turing Test was proposed in the 1950s, humans have explored the mastering
of language intelligence by machine. Language is essentially a complex, intricate system of …
of language intelligence by machine. Language is essentially a complex, intricate system of …
Autonomous chemical research with large language models
Transformer-based large language models are making significant strides in various fields,
such as natural language processing,,,–, biology,, chemistry,–and computer programming …
such as natural language processing,,,–, biology,, chemistry,–and computer programming …
Generative ai
Tom Freston is credited with saying ''Innovation is taking two things that exist and putting
them together in a new way''. For a long time in history, it has been the prevailing …
them together in a new way''. For a long time in history, it has been the prevailing …
" do anything now": Characterizing and evaluating in-the-wild jailbreak prompts on large language models
X Shen, Z Chen, M Backes, Y Shen… - Proceedings of the 2024 on …, 2024 - dl.acm.org
The misuse of large language models (LLMs) has drawn significant attention from the
general public and LLM vendors. One particular type of adversarial prompt, known as …
general public and LLM vendors. One particular type of adversarial prompt, known as …
A comprehensive survey of ai-generated content (aigc): A history of generative ai from gan to chatgpt
Recently, ChatGPT, along with DALL-E-2 and Codex, has been gaining significant attention
from society. As a result, many individuals have become interested in related resources and …
from society. As a result, many individuals have become interested in related resources and …
Parameter-efficient fine-tuning of large-scale pre-trained language models
With the prevalence of pre-trained language models (PLMs) and the pre-training–fine-tuning
paradigm, it has been continuously shown that larger models tend to yield better …
paradigm, it has been continuously shown that larger models tend to yield better …
Vision-language models for vision tasks: A survey
Most visual recognition studies rely heavily on crowd-labelled data in deep neural networks
(DNNs) training, and they usually train a DNN for each single visual recognition task …
(DNNs) training, and they usually train a DNN for each single visual recognition task …
[PDF][PDF] A prompt pattern catalog to enhance prompt engineering with chatgpt
Prompt engineering is an increasingly important skill set needed to converse effectively with
large language models (LLMs), such as ChatGPT. Prompts are instructions given to an LLM …
large language models (LLMs), such as ChatGPT. Prompts are instructions given to an LLM …