Population Expansion for Training Language Models with Private Federated Learning

Authors: Tatsuki Koga, Congzheng Song, Martin Pelikan, Mona Chitnis | Published: 2023-07-14

Differentially Private Clustering in Data Streams

Authors: Alessandro Epasto, Tamalika Mukherjee, Peilin Zhong | Published: 2023-07-14 | Updated: 2024-01-08

Time for aCTIon: Automated Analysis of Cyber Threat Intelligence in the Wild

Authors: Giuseppe Siracusano, Davide Sanvito, Roberto Gonzalez, Manikantan Srinivasan, Sivakaman Kamatchi, Wataru Takahashi, Masaru Kawakita, Takahiro Kakumaru, Roberto Bifulco | Published: 2023-07-14

Understanding Multi-Turn Toxic Behaviors in Open-Domain Chatbots

Authors: Bocheng Chen, Guangjing Wang, Hanqing Guo, Yuanda Wang, Qiben Yan | Published: 2023-07-14

Student Assessment in Cybersecurity Training Automated by Pattern Mining and Clustering

Authors: Valdemar Švábenský, Jan Vykopal, Pavel Čeleda, Kristián Tkáčik, Daniel Popovič | Published: 2023-07-13

Effective Prompt Extraction from Language Models

Authors: Yiming Zhang, Nicholas Carlini, Daphne Ippolito | Published: 2023-07-13 | Updated: 2024-08-07

Information-Theoretically Private Federated Submodel Learning with Storage Constrained Databases

Authors: Sajani Vithana, Sennur Ulukus | Published: 2023-07-12

Introducing Packet-Level Analysis in Programmable Data Planes to Advance Network Intrusion Detection

Authors: Roberto Doriguzzi-Corin, Luis Augusto Dias Knob, Luca Mendozzi, Domenico Siracusa, Marco Savi | Published: 2023-07-12 | Updated: 2024-01-04

Random-Set Neural Networks (RS-NN)

Authors: Shireen Kudukkil Manchingal, Muhammad Mubashar, Kaizheng Wang, Keivan Shariatmadar, Fabio Cuzzolin | Published: 2023-07-11 | Updated: 2025-02-14

ConFL: Constraint-guided Fuzzing for Machine Learning Framework

Authors: Zhao Liu, Quanchen Zou, Tian Yu, Xuan Wang, Guozhu Meng, Kai Chen, Deyue Zhang | Published: 2023-07-11