Zobrazeno 1 - 10
of 15 833
pro vyhledávání: '"An, Lijia"'
In recent years, large language models (LLMs) have attracted attention due to their ability to generate human-like text. As surveys and opinion polls remain key tools for gauging public attitudes, there is increasing interest in assessing whether LLM
Externí odkaz:
http://arxiv.org/abs/2411.01582
The neural network memorization problem is to study the expressive power of neural networks to interpolate a finite dataset. Although memorization is widely believed to have a close relationship with the strong generalizability of deep learning when
Externí odkaz:
http://arxiv.org/abs/2411.00372
Developing language model-based dialogue agents requires effective data to train models that can follow specific task logic. However, most existing data augmentation methods focus on increasing diversity in language, topics, or dialogue acts at the u
Externí odkaz:
http://arxiv.org/abs/2410.14853
Recent advancements in generative AI, exemplified by ChatGPT, have dramatically transformed how people access information. Despite its powerful capabilities, the benefits it provides may not be equally distributed among individuals - a phenomenon ref
Externí odkaz:
http://arxiv.org/abs/2410.19806
In recent years, the study of adversarial robustness in object detection systems, particularly those based on deep neural networks (DNNs), has become a pivotal area of research. Traditional physical attacks targeting object detectors, such as adversa
Externí odkaz:
http://arxiv.org/abs/2410.10091
Jailbreak vulnerabilities in Large Language Models (LLMs) refer to methods that extract malicious content from the model by carefully crafting prompts or suffixes, which has garnered significant attention from the research community. However, traditi
Externí odkaz:
http://arxiv.org/abs/2409.07503
We propose a scheme to create monopoles with half-integer magnetic charges in a spinful cold atom system. With a minimal monopole in the center, we derive the ground-state single-vortex wave function on the sphere and develop the vortex's kinematic e
Externí odkaz:
http://arxiv.org/abs/2407.19690
The recent development of Sora leads to a new era in text-to-video (T2V) generation. Along with this comes the rising concern about its security risks. The generated videos may contain illegal or unethical content, and there is a lack of comprehensiv
Externí odkaz:
http://arxiv.org/abs/2407.05965
Autor:
Shi, Lijia, Dong, Shihao
The challenge of WAD (web attack detection) is growing as hackers continuously refine their methods to evade traditional detection. Deep learning models excel in handling complex unknown attacks due to their strong generalization and adaptability. Ho
Externí odkaz:
http://arxiv.org/abs/2406.12605
The generalization bound is a crucial theoretical tool for assessing the generalizability of learning methods and there exist vast literatures on generalizability of normal learning, adversarial learning, and data poisoning. Unlike other data poison
Externí odkaz:
http://arxiv.org/abs/2406.00588