Toxicity Detection towards Adaptability to Changing Perturbations
Authors: Hankun Kang, Jianhao Chen, Yongqi Li, Xin Miao, Mayi Xu, Ming Zhong, Yuanyuan Zhu, Tieyun Qian | Published: 2024-12-17 | Updated: 2025-01-08
Adversarially robust generalization theory via Jacobian regularization for deep neural networks
Authors: Dongya Wu, Xin Li | Published: 2024-12-17
Scam Detection for Ethereum Smart Contracts: Leveraging Graph Representation Learning for Secure Blockchain
Authors: Yihong Jin, Ze Yang | Published: 2024-12-16 | Updated: 2025-01-12
Can LLM Prompting Serve as a Proxy for Static Analysis in Vulnerability Detection
Authors: Ira Ceka, Feitong Qiao, Anik Dey, Aastha Valecha, Gail Kaiser, Baishakhi Ray | Published: 2024-12-16 | Updated: 2025-01-18
On Large Language Models in Mission-Critical IT Governance: Are We Ready Yet?
Authors: Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi | Published: 2024-12-16 | Updated: 2025-01-10
$(ε, δ)$-Differentially Private Partial Least Squares Regression
Authors: Ramin Nikzad-Langerodi, Mohit Kumar, Du Nguyen Duy, Mahtab Alghasi | Published: 2024-12-12
Protecting Confidentiality, Privacy and Integrity in Collaborative Learning
Authors: Dong Chen, Alice Dethise, Istemi Ekin Akkus, Ivica Rimac, Klaus Satzke, Antti Koskela, Marco Canini, Wei Wang, Ruichuan Chen | Published: 2024-12-11 | Updated: 2025-04-17
GLL: A Differentiable Graph Learning Layer for Neural Networks
Authors: Jason Brown, Bohan Chen, Harris Hardiman-Mostow, Jeff Calder, Andrea L. Bertozzi | Published: 2024-12-11
Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models
Authors: Ma Teng, Jia Xiaojun, Duan Ranjie, Li Xinfeng, Huang Yihao, Chu Zhixuan, Liu Yang, Ren Wenqi | Published: 2024-12-08 | Updated: 2025-01-03
DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators
Authors: Tejumade Afonja, Hui-Po Wang, Raouf Kerkouche, Mario Fritz | Published: 2024-12-03 | Updated: 2025-04-29