APT-CGLP: Advanced Persistent Threat Hunting via Contrastive Graph-Language Pre-Training
Authors: Xuebo Qiu, Mingqi Lv, Yimei Zhang, Tieming Chen, Tiantian Zhu, Qijie Song, Shouling Ji | Published: 2025-11-25
敵対的学習
Critical Evaluation of Quantum Machine Learning for Adversarial Robustness
Authors: Saeefa Rubaiyet Nowmi, Jesus Lopez, Md Mahmudul Alam Imon, Shahrooz Pouryouse, Mohammad Saidur Rahman | Published: 2025-11-19
Adversarially Robust and Interpretable Magecart Malware Detection
Authors: Pedro Pereira, José Gouveia, João Vitorino, Eva Maia, Isabel Praça | Published: 2025-11-06
Adversarial Robustness in One-Stage Learning-to-Defer
Authors: Yannis Montreuil, Letian Yu, Axel Carlier, Lai Xing Ng, Wei Tsang Ooi | Published: 2025-10-13
Neutral Agent-based Adversarial Policy Learning against Deep Reinforcement Learning in Multi-party Open Systems
Authors: Qizhou Peng, Yang Zheng, Yu Wen, Yanna Wu, Yingying Du | Published: 2025-10-13
Evaluating the Robustness of a Production Malware Detection System to Transferable Adversarial Attacks
Authors: Milad Nasr, Yanick Fratantonio, Luca Invernizzi, Ange Albertini, Loua Farah, Alex Petit-Bianco, Andreas Terzis, Kurt Thomas, Elie Bursztein, Nicholas Carlini | Published: 2025-10-02
SPATA: Systematic Pattern Analysis for Detailed and Transparent Data Cards
Authors: João Vitorino, Eva Maia, Isabel Praça, Carlos Soares | Published: 2025-09-30
Federated Learning in the Wild: A Comparative Study for Cybersecurity under Non-IID and Unbalanced Settings
Authors: Roberto Doriguzzi-Corin, Petr Sabel, Silvio Cretti, Silvio Ranise | Published: 2025-09-22
Sy-FAR: Symmetry-based Fair Adversarial Robustness
Authors: Haneen Najjar, Eyal Ronen, Mahmood Sharif | Published: 2025-09-16
EByFTVeS: Efficient Byzantine Fault Tolerant-based Verifiable Secret-sharing in Distributed Privacy-preserving Machine Learning
Authors: Zhen Li, Zijian Zhang, Wenjin Yang, Pengbo Wang, Zhaoqi Wang, Meng Li, Yan Wu, Xuyang Liu, Jing Sun, Liehuang Zhu | Published: 2025-09-16