“Is your explanation stable?”: A Robustness Evaluation Framework for Feature Attribution
Authors: Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang | Published: 2022-09-05
文献データベース
Beyond Random Split for Assessing Statistical Model Performance
Authors: Carlos Catania, Jorge Guerra, Juan Manuel Romero, Gabriel Caffaratti, Martin Marchetta | Published: 2022-09-04
Joint Linear and Nonlinear Computation across Functions for Efficient Privacy-Preserving Neural Network Inference
Authors: Qiao Zhang, Tao Xiang, Chunsheng Xin, Biwen Chen, Hongyi Wu | Published: 2022-09-04
PhishClone: Measuring the Efficacy of Cloning Evasion Attacks
Authors: Arthur Wong, Alsharif Abuadbba, Mahathir Almashor, Salil Kanhere | Published: 2022-09-04
Data Provenance via Differential Auditing
Authors: Xin Mu, Ming Pang, Feida Zhu | Published: 2022-09-04
Phishing URL Detection: A Network-based Approach Robust to Evasion
Authors: Taeri Kim, Noseong Park, Jiwon Hong, Sang-Wook Kim | Published: 2022-09-03
Group Property Inference Attacks Against Graph Neural Networks
Authors: Xiuling Wang, Wendy Hui Wang | Published: 2022-09-02
Tweaking Metasploit to Evade Encrypted C2 Traffic Detection
Authors: Gonçalo Xavier, Carlos Novo, Ricardo Morla | Published: 2022-09-02
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction
Authors: Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala | Published: 2022-09-02
Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?
Authors: Yue Liu, Chakkrit Tantithamthavorn, Li Li, Yepang Liu | Published: 2022-09-02