Hongyi Peng

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 14

Top Topics

Anomaly Detection

Sample Selection

Dirichlet Distribution

Top Venues

Publications

Anran Li, Jiahui Huang, Ju Jia, Hongyi Peng, Lan Zhang, Luu Anh Tuan, Han Yu, Xiang-Yang Li
Efficient and Privacy-Preserving Feature Importance-Based Vertical Federated Learning. IEEE Trans. Mob. Comput. 23 (6) (2024)
Chao Ren, Han Yu, Hongyi Peng, Xiaoli Tang, Anran Li, Yulan Gao, Alysa Ziying Tan, Bo Zhao, Xiaoxiao Li, Zengxiang Li, Qiang Yang
Advances and Open Challenges in Federated Learning with Foundation Models. CoRR (2024)
Hongyi Peng, Han Yu, Xiaoli Tang, Xiaoxiao Li
FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler. CoRR (2024)
Anran Li, Hongyi Peng, Lan Zhang, Jiahui Huang, Qing Guo, Han Yu, Yang Liu
FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning. CoRR (2023)
Vinay Sachidananda, Rajendra Patil, Hongyi Peng, Liu Yang, Kwok-Yan Lam
ThreatLand: Extracting Intelligence from Audit Logs via NLP methods. PST (2023)
Anran Li, Yue Cao, Jiabao Guo, Hongyi Peng, Qing Guo, Han Yu
FedCSS: Joint Client-and-Sample Selection for Hard Sample-Aware Noise-Robust Federated Learning. Proc. ACM Manag. Data 1 (3) (2023)
Anran Li, Hongyi Peng, Lan Zhang, Jiahui Huang, Qing Guo, Han Yu, Yang Liu
FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning. INFOCOM (2023)
Rajendra Patil, Vinay Sachidananda, Hongyi Peng, Akshay Sachdeva, Mohan Gurusamy
MARK: Fill in the blanks through a JointGAN based data augmentation for network anomaly detection. Comput. Secur. 119 (2022)
Mingchang Liu, Vinay Sachidananda, Hongyi Peng, Rajendra Patil, Sivaanandh Muneeswaran, Mohan Gurusamy
LOG-OFF: A Novel Behavior Based Authentication Compromise Detection Approach. PST (2022)
Hongyi Peng, Vinay Sachidananda, Teng Joon Lim, Rajendra Patil, Mingchang Liu, Sivaanandh Muneeswaran, Mohan Gurusamy
ODDITY: An Ensemble Framework Leverages Contrastive Representation Learning for Superior Anomaly Detection. ICICS (2022)
Mingchang Liu, Vinay Sachidananda, Hongyi Peng, Rajendra Patil, Sivaanandh Muneeswaran, Mohan Gurusamy
Peekaboo: Hide and Seek with Malware Through Lightweight Multi-feature Based Lenient Hybrid Approach. ICICS (2022)
Sivaanandh Muneeswaran, Vinay Sachidananda, Rajendra Patil, Hongyi Peng, Mingchang Liu, Mohan Gurusamy
Hiatus: Unsupervised Generative Approach for Detection of DoS and DDoS Attacks. SecureComm (2022)
Yair Meidan, Vinay Sachidananda, Hongyi Peng, Racheli Sagron, Yuval Elovici, Asaf Shabtai
A novel approach for detecting vulnerable IoT devices connected behind a home NAT. Comput. Secur. 97 (2020)
Chunfu Jiang, Hongyi Peng, Yu-Kuan Yang
Tail variance of portfolio under generalized Laplace distribution. Appl. Math. Comput. 282 (2016)
Hongyi Peng, Chunfu Jiang, Xiang Fang, Jinshan Liu
Variable selection for Fisher linear discriminant analysis using the modified sequential backward selection algorithm for the microarray data. Appl. Math. Comput. 238 (2014)
Hongyi Peng, Yinlian Fu, Jinshan Liu, Xiang Fang, Chunfu Jiang
Optimal gene subset selection using the modified SFFS algorithm for tumor classification. Neural Comput. Appl. 23 (6) (2013)
Hongyi Peng, Siming Zhu
Handling of incomplete data sets using ICA and SOM in data mining. Neural Comput. Appl. 16 (2) (2007)