HoGS: Homophily-Oriented Graph Synthesis for Local Differentially Private GNN Training
Authors: Wen Xu, Zhetao Li, Yong Xiao, Pengpeng Qiao, Mianxiong Dong, Kaoru Ota | Published: 2026-02-09
Empirical Evaluation of SMOTE in Android Malware Detection with Machine Learning: Challenges and Performance in CICMalDroid 2020
Authors: Diego Ferreira Duarte, Andre Augusto Bortoli | Published: 2026-02-09
Large Language Lobotomy: Jailbreaking Mixture-of-Experts via Expert Silencing
Authors: Jona te Lintelo, Lichao Wu, Stjepan Picek | Published: 2026-02-09
Sparse Models, Sparse Safety: Unsafe Routes in Mixture-of-Experts LLMs
Authors: Yukun Jiang, Hai Huang, Mingjie Li, Yage Zhang, Michael Backes, Yang Zhang | Published: 2026-02-09
On Protecting Agentic Systems’ Intellectual Property via Watermarking
Authors: Liwen Wang, Zongjie Li, Yuchong Xie, Shuai Wang, Dongdong She, Wei Wang, Juergen Rahmel | Published: 2026-02-09
Towards Real-World Industrial-Scale Verification: LLM-Driven Theorem Proving on seL4
Authors: Jianyu Zhang, Fuyuan Zhang, Jiayi Lu, Jilin Hu, Xiaoyi Yin, Long Zhang, Feng Yang, Yongwang Zhao | Published: 2026-02-09
InfiCoEvalChain: A Blockchain-Based Decentralized Framework for Collaborative LLM Evaluation
Authors: Yifan Yang, Jinjia Li, Kunxi Li, Puhao Zheng, Yuanyi Wang, Zheyan Qu, Yang Yu, Jianmin Wu, Ming Li, Hongxia Yang | Published: 2026-02-09
Deep Learning for Contextualized NetFlow-Based Network Intrusion Detection: Methods, Data, Evaluation and Deployment
Authors: Abdelkader El Mahdaouy, Issam Ait Yahia, Soufiane Oualil, Ismail Berrada | Published: 2026-02-05
Clouding the Mirror: Stealthy Prompt Injection Attacks Targeting LLM-based Phishing Detection
Authors: Takashi Koide, Hiroki Nakano, Daiki Chiba | Published: 2026-02-05
BadTemplate: A Training-Free Backdoor Attack via Chat Template Against Large Language Models
Authors: Zihan Wang, Hongwei Li, Rui Zhang, Wenbo Jiang, Guowen Xu | Published: 2026-02-05