Concept Drift Detection using Ensemble of Integrally Private Models
Authors: Ayush K. Varshney, Vicenc Torra | Published: 2024-06-07
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Auditing Differential Privacy Guarantees Using Density Estimation
Authors: Antti Koskela, Jafar Mohammadi | Published: 2024-06-07 | Updated: 2024-10-11
GENIE: Watermarking Graph Neural Networks for Link Prediction
Authors: Venkata Sai Pranav Bachina, Ankit Gangwal, Aaryan Ajay Sharma, Charu Sharma | Published: 2024-06-07 | Updated: 2025-01-12
When Swarm Learning meets energy series data: A decentralized collaborative learning design based on blockchain
Authors: Lei Xu, Yulong Chen, Yuntian Chen, Longfeng Nie, Xuetao Wei, Liang Xue, Dongxiao Zhang | Published: 2024-06-07
Contrastive explainable clustering with differential privacy
Authors: Dung Nguyen, Ariel Vetzler, Sarit Kraus, Anil Vullikanti | Published: 2024-06-07
Federated TrustChain: Blockchain-Enhanced LLM Training and Unlearning
Authors: Xuhan Zuo, Minghao Wang, Tianqing Zhu, Lefeng Zhang, Dayong Ye, Shui Yu, Wanlei Zhou | Published: 2024-06-06
AutoJailbreak: Exploring Jailbreak Attacks and Defenses through a Dependency Lens
Authors: Lin Lu, Hai Yan, Zenghui Yuan, Jiawen Shi, Wenqi Wei, Pin-Yu Chen, Pan Zhou | Published: 2024-06-06
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning
Authors: Xiaohu Du, Ming Wen, Jiahao Zhu, Zifan Xie, Bin Ji, Huijun Liu, Xuanhua Shi, Hai Jin | Published: 2024-06-06
BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents
Authors: Yifei Wang, Dizhan Xue, Shengjie Zhang, Shengsheng Qian | Published: 2024-06-05
Nonlinear Transformations Against Unlearnable Datasets
Authors: Thushari Hapuarachchi, Jing Lin, Kaiqi Xiong, Mohamed Rahouti, Gitte Ost | Published: 2024-06-05