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Authorship attribution in the era of llms: Problems, methodologies, and challenges
Accurate attribution of authorship is crucial for maintaining the integrity of digital content,
improving forensic investigations, and mitigating the risks of misinformation and plagiarism …
improving forensic investigations, and mitigating the risks of misinformation and plagiarism …
The science of detecting LLM-generated text
ACM: Digital Library: Communications of the ACM ACM Digital Library Communications of the
ACM Volume 67, Number 4 (2024), Pages 50-59 The Science of Detecting LLM-Generated Text …
ACM Volume 67, Number 4 (2024), Pages 50-59 The Science of Detecting LLM-Generated Text …
A review of text watermarking: theory, methods, and applications
During the recent years, the issue of preserving the integrity of digital text has become a
focus of interest in the transmission of online content on the Internet. Watermarking has a …
focus of interest in the transmission of online content on the Internet. Watermarking has a …
Fast-detectgpt: Efficient zero-shot detection of machine-generated text via conditional probability curvature
Large language models (LLMs) have shown the ability to produce fluent and cogent content,
presenting both productivity opportunities and societal risks. To build trustworthy AI systems …
presenting both productivity opportunities and societal risks. To build trustworthy AI systems …
Unbiased watermark for large language models
The recent advancements in large language models (LLMs) have sparked a growing
apprehension regarding the potential misuse. One approach to mitigating this risk is to …
apprehension regarding the potential misuse. One approach to mitigating this risk is to …
Risk taxonomy, mitigation, and assessment benchmarks of large language model systems
Large language models (LLMs) have strong capabilities in solving diverse natural language
processing tasks. However, the safety and security issues of LLM systems have become the …
processing tasks. However, the safety and security issues of LLM systems have become the …
Who wrote this code? watermarking for code generation
Since the remarkable generation performance of large language models raised ethical and
legal concerns, approaches to detect machine-generated text by embedding watermarks are …
legal concerns, approaches to detect machine-generated text by embedding watermarks are …
G3detector: General gpt-generated text detector
The burgeoning progress in the field of Large Language Models (LLMs) heralds significant
benefits due to their unparalleled capacities. However, it is critical to acknowledge the …
benefits due to their unparalleled capacities. However, it is critical to acknowledge the …
Fine-grain watermarking for intellectual property protection
The current online digital world, consisting of thousands of newspapers, blogs, social media,
and cloud file sharing services, is providing easy and unlimited access to a large treasure of …
and cloud file sharing services, is providing easy and unlimited access to a large treasure of …
Towards codable watermarking for injecting multi-bits information to LLMs
As large language models (LLMs) generate texts with increasing fluency and realism, there
is a growing need to identify the source of texts to prevent the abuse of LLMs. Text …
is a growing need to identify the source of texts to prevent the abuse of LLMs. Text …