Machine-generated text: A comprehensive survey of threat models and detection methods
Machine-generated text is increasingly difficult to distinguish from text authored by humans.
Powerful open-source models are freely available, and user-friendly tools that democratize …
Powerful open-source models are freely available, and user-friendly tools that democratize …
Security and privacy on generative data in aigc: A survey
The advent of artificial intelligence-generated content (AIGC) represents a pivotal moment in
the evolution of information technology. With AIGC, it can be effortless to generate high …
the evolution of information technology. With AIGC, it can be effortless to generate high …
Detectgpt: Zero-shot machine-generated text detection using probability curvature
The increasing fluency and widespread usage of large language models (LLMs) highlight
the desirability of corresponding tools aiding detection of LLM-generated text. In this paper …
the desirability of corresponding tools aiding detection of LLM-generated text. In this paper …
How close is chatgpt to human experts? comparison corpus, evaluation, and detection
The introduction of ChatGPT has garnered widespread attention in both academic and
industrial communities. ChatGPT is able to respond effectively to a wide range of human …
industrial communities. ChatGPT is able to respond effectively to a wide range of human …
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 …
Identifying and mitigating the security risks of generative ai
Every major technical invention resurfaces the dual-use dilemma—the new technology has
the potential to be used for good as well as for harm. Generative AI (GenAI) techniques, such …
the potential to be used for good as well as for harm. Generative AI (GenAI) techniques, such …
Intrinsic dimension estimation for robust detection of ai-generated texts
E Tulchinskii, K Kuznetsov… - Advances in …, 2023 - proceedings.neurips.cc
Rapidly increasing quality of AI-generated content makes it difficult to distinguish between
human and AI-generated texts, which may lead to undesirable consequences for society …
human and AI-generated texts, which may lead to undesirable consequences for society …
Can chatgpt reproduce human-generated labels? a study of social computing tasks
The release of ChatGPT has uncovered a range of possibilities whereby large language
models (LLMs) can substitute human intelligence. In this paper, we seek to understand …
models (LLMs) can substitute human intelligence. In this paper, we seek to understand …
Combining efficientnet and vision transformers for video deepfake detection
Deepfakes are the result of digital manipulation to forge realistic yet fake imagery. With the
astonishing advances in deep generative models, fake images or videos are nowadays …
astonishing advances in deep generative models, fake images or videos are nowadays …
The creation and detection of deepfakes: A survey
Generative deep learning algorithms have progressed to a point where it is difficult to tell the
difference between what is real and what is fake. In 2018, it was discovered how easy it is to …
difference between what is real and what is fake. In 2018, it was discovered how easy it is to …