Summary of Boba: Boosting Backdoor Detection Through Data Distribution Inference in Federated Learning, by Ning Wang et al.
BoBa: Boosting Backdoor Detection through Data Distribution Inference in Federated Learningby Ning Wang, Shanghao Shi,…
Summary of Spinex: Similarity-based Predictions with Explainable Neighbors Exploration For Anomaly and Outlier Detection, by Mz Naser et al.
SPINEX: Similarity-based Predictions with Explainable Neighbors Exploration for Anomaly and Outlier Detectionby MZ Naser, Ahmed…
Summary of Machine Learning For Complex Systems with Abnormal Pattern by Exception Maximization Outlier Detection Method, By Zhikun Zhang et al.
Machine Learning for Complex Systems with Abnormal Pattern by Exception Maximization Outlier Detection Methodby Zhikun…
Summary of Synthetic Data Outliers: Navigating Identity Disclosure, by Carolina Trindade et al.
Synthetic Data Outliers: Navigating Identity Disclosureby Carolina Trindade, Luís Antunes, Tânia Carvalho, Nuno MonizFirst submitted…
Summary of Comparative Study Of Neighbor-based Methods For Local Outlier Detection, by Zhuang Qi et al.
Comparative Study of Neighbor-based Methods for Local Outlier Detectionby Zhuang Qi, Junlin Zhang, Xiaming Chen,…
Summary of Entropystop: Unsupervised Deep Outlier Detection with Loss Entropy, by Yihong Huang et al.
EntropyStop: Unsupervised Deep Outlier Detection with Loss Entropyby Yihong Huang, Yuang Zhang, Liping Wang, Fan…
Summary of Rethinking Graph Backdoor Attacks: a Distribution-preserving Perspective, by Zhiwei Zhang and Minhua Lin and Enyan Dai and Suhang Wang
Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspectiveby Zhiwei Zhang, Minhua Lin, Enyan Dai, Suhang WangFirst…
Summary of Fin-fed-od: Federated Outlier Detection on Financial Tabular Data, by Dayananda Herurkar et al.
Fin-Fed-OD: Federated Outlier Detection on Financial Tabular Databy Dayananda Herurkar, Sebastian Palacio, Ahmed Anwar, Joern…
Summary of Generative Subspace Adversarial Active Learning For Outlier Detection in Multiple Views Of High-dimensional Data, by Jose Cribeiro-ramallo et al.
Generative Subspace Adversarial Active Learning for Outlier Detection in Multiple Views of High-dimensional Databy Jose…
Summary of Automatic Outlier Rectification Via Optimal Transport, by Jose Blanchet et al.
Automatic Outlier Rectification via Optimal Transportby Jose Blanchet, Jiajin Li, Markus Pelger, Greg ZanottiFirst submitted…