Zobrazeno 1 - 10
of 24 303
pro vyhledávání: '"Mitchell, John A."'
Autor:
Christodorescu, Mihai, Craven, Ryan, Feizi, Soheil, Gong, Neil, Hoffmann, Mia, Jha, Somesh, Jiang, Zhengyuan, Kamarposhti, Mehrdad Saberi, Mitchell, John, Newman, Jessica, Probasco, Emelia, Qi, Yanjun, Shams, Khawaja, Turek, Matthew
The rise of Generative AI (GenAI) brings about transformative potential across sectors, but its dual-use nature also amplifies risks. Governments globally are grappling with the challenge of regulating GenAI, balancing innovation against safety. Chin
Externí odkaz:
http://arxiv.org/abs/2407.12999
Autor:
Jebaraj, Immanuel Christopher, Agapitov, Oleksiy, Krasnoselskikh, Vladimir, Vuorinen, Laura, Gedalin, Michael, Choi, Kyung-Eun, Palmerio, Erika, Dresing, Nina, Cohen, Christina, Balikhin, Michael, Kouloumvakos, Athanasios, Wijsen, Nicolas, Vainio, Rami, Kilpua, Emilia, Afanasiev, Alexandr, Verniero, Jaye, Mitchell, John Grant, Trotta, Domenico, Hill, Matthew, Raouafi, Nour, Bale, Stuart D.
Collisionless shock waves, ubiquitous in the universe, are crucial for particle acceleration in various astrophysical systems. Currently, the heliosphere is the only natural environment available for their in situ study. In this work, we showcase the
Externí odkaz:
http://arxiv.org/abs/2405.07074
Autor:
Shy, Daniel, Woolf, Richard S., Sleator, Clio, Phlips, Bernard, Grove, J. Eric, Wulf, Eric A., Johnson-Rambert, Mary, Davis, Mitch, Kong, Emily, Caligiure, Thomas, Crosier, A. Wilder, Bolotnikov, Aleksey, Cannady, Nicholas, Carini, Gabriella A., Caputo, Regina, Fried, Jack, Ghosh, Priyarshini, Griffin, Sean, Hays, Elizabeth, Herrmann, Sven, Kierans, Carolyn, Kirschner, Nicholas, Liceaga-Indart, Iker, Metzler, Zachary, McEnery, Julie, Mitchell, John, Moiseev, A. A., Parker, Lucas, Dellapenna, Alfred, Perkins, Jeremy S., Sasaki, Makoto, Schoenwald, Adam J., Smith, Lucas D., Valverde, Janeth, Wasti, Sambid, Zajczyk, Anna
The ComPair gamma-ray telescope is a technology demonstrator for a future gamma-ray telescope called the All-sky Medium Energy Gamma-ray Observatory (AMEGO). The instrument is composed of four subsystems, a double-sided silicon strip detector, a virt
Externí odkaz:
http://arxiv.org/abs/2405.06839
People rely on social skills like conflict resolution to communicate effectively and to thrive in both work and personal life. However, practice environments for social skills are typically out of reach for most people. How can we make social skill t
Externí odkaz:
http://arxiv.org/abs/2404.04204
Autor:
Wang, Zihao, Zhu, Rui, Zhou, Dongruo, Zhang, Zhikun, Mitchell, John, Tang, Haixu, Wang, XiaoFeng
Recent developments have underscored the critical role of \textit{differential privacy} (DP) in safeguarding individual data for training machine learning models. However, integrating DP oftentimes incurs significant model performance degradation due
Externí odkaz:
http://arxiv.org/abs/2403.02571
Autor:
Srivastava, Sanjari, Mardziel, Piotr, Zhang, Zhikhun, Ahlawat, Archana, Datta, Anupam, Mitchell, John C
Fairness and privacy are two important values machine learning (ML) practitioners often seek to operationalize in models. Fairness aims to reduce model bias for social/demographic sub-groups. Privacy via differential privacy (DP) mechanisms, on the o
Externí odkaz:
http://arxiv.org/abs/2402.04489
Autor:
Huang, Yue, Sun, Lichao, Wang, Haoran, Wu, Siyuan, Zhang, Qihui, Li, Yuan, Gao, Chujie, Huang, Yixin, Lyu, Wenhan, Zhang, Yixuan, Li, Xiner, Liu, Zhengliang, Liu, Yixin, Wang, Yijue, Zhang, Zhikun, Vidgen, Bertie, Kailkhura, Bhavya, Xiong, Caiming, Xiao, Chaowei, Li, Chunyuan, Xing, Eric, Huang, Furong, Liu, Hao, Ji, Heng, Wang, Hongyi, Zhang, Huan, Yao, Huaxiu, Kellis, Manolis, Zitnik, Marinka, Jiang, Meng, Bansal, Mohit, Zou, James, Pei, Jian, Liu, Jian, Gao, Jianfeng, Han, Jiawei, Zhao, Jieyu, Tang, Jiliang, Wang, Jindong, Vanschoren, Joaquin, Mitchell, John, Shu, Kai, Xu, Kaidi, Chang, Kai-Wei, He, Lifang, Huang, Lifu, Backes, Michael, Gong, Neil Zhenqiang, Yu, Philip S., Chen, Pin-Yu, Gu, Quanquan, Xu, Ran, Ying, Rex, Ji, Shuiwang, Jana, Suman, Chen, Tianlong, Liu, Tianming, Zhou, Tianyi, Wang, William, Li, Xiang, Zhang, Xiangliang, Wang, Xiao, Xie, Xing, Chen, Xun, Wang, Xuyu, Liu, Yan, Ye, Yanfang, Cao, Yinzhi, Chen, Yong, Zhao, Yue
Large language models (LLMs), exemplified by ChatGPT, have gained considerable attention for their excellent natural language processing capabilities. Nonetheless, these LLMs present many challenges, particularly in the realm of trustworthiness. Ther
Externí odkaz:
http://arxiv.org/abs/2401.05561
We present a comprehensive magnetic and structural phase diagram for $\mathrm{Y_{1-x}Lu_xBaCo_4O_7}$, established through neutron diffraction and magnetization measurements. Our results outline the evolution of various nuclear structures, encompassin
Externí odkaz:
http://arxiv.org/abs/2312.04042
We present Serberus, the first comprehensive mitigation for hardening constant-time (CT) code against Spectre attacks (involving the PHT, BTB, RSB, STL and/or PSF speculation primitives) on existing hardware. Serberus is based on three insights. Firs
Externí odkaz:
http://arxiv.org/abs/2309.05174
Autor:
Barrett, Clark, Boyd, Brad, Burzstein, Elie, Carlini, Nicholas, Chen, Brad, Choi, Jihye, Chowdhury, Amrita Roy, Christodorescu, Mihai, Datta, Anupam, Feizi, Soheil, Fisher, Kathleen, Hashimoto, Tatsunori, Hendrycks, Dan, Jha, Somesh, Kang, Daniel, Kerschbaum, Florian, Mitchell, Eric, Mitchell, John, Ramzan, Zulfikar, Shams, Khawaja, Song, Dawn, Taly, Ankur, Yang, Diyi
Publikováno v:
Foundations and Trends in Privacy and Security 6 (2023) 1-52
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 as large language models (LLMs) and diffusion models, have shown r
Externí odkaz:
http://arxiv.org/abs/2308.14840