Hongyi Peng

According to our database, Hongyi Peng authored at least 13 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

FedCSS: Joint Client-and-Sample Selection for Hard Sample-Aware Noise-Robust Federated Learning.

Anran Li, Yue Cao, Jiabao Guo, Hongyi Peng, Qing Guo, Han Yu

Proc. ACM Manag. Data, September, 2023

ThreatLand: Extracting Intelligence from Audit Logs via NLP methods.

Vinay Sachidananda, Rajendra Patil, Hongyi Peng, Yang Liu, Kwok-Yan Lam

Proceedings of the 20th Annual International Conference on Privacy, Security and Trust, 2023

FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning.

Anran Li, Hongyi Peng, Lan Zhang, Jiahui Huang, Qing Guo, Han Yu, Yang Liu

Proceedings of the IEEE INFOCOM 2023, 2023

2022

MARK: Fill in the blanks through a JointGAN based data augmentation for network anomaly detection.

Rajendra Patil, Vinay Sachidananda, Hongyi Peng, Akshay Sachdeva, Mohan Gurusamy

Comput. Secur., 2022

Hiatus: Unsupervised Generative Approach for Detection of DoS and DDoS Attacks.

Sivaanandh Muneeswaran, Vinay Sachidananda, Rajendra Patil, Hongyi Peng, Mingchang Liu, Mohan Gurusamy

Proceedings of the Security and Privacy in Communication Networks, 2022

LOG-OFF: A Novel Behavior Based Authentication Compromise Detection Approach.

Mingchang Liu, Vinay Sachidananda, Hongyi Peng, Rajendra Patil, Sivaanandh Muneeswaran, Mohan Gurusamy

Proceedings of the 19th Annual International Conference on Privacy, Security & Trust, 2022

ODDITY: An Ensemble Framework Leverages Contrastive Representation Learning for Superior Anomaly Detection.

Hongyi Peng, Vinay Sachidananda, Teng Joon Lim, Rajendra Patil, Mingchang Liu, Sivaanandh Muneeswaran, Mohan Gurusamy

Proceedings of the Information and Communications Security - 24th International Conference, 2022

Peekaboo: Hide and Seek with Malware Through Lightweight Multi-feature Based Lenient Hybrid Approach.

Mingchang Liu, Vinay Sachidananda, Hongyi Peng, Rajendra Patil, Sivaanandh Muneeswaran, Mohan Gurusamy

Proceedings of the Information and Communications Security - 24th International Conference, 2022

2020

A novel approach for detecting vulnerable IoT devices connected behind a home NAT.

Yair Meidan, Vinay Sachidananda, Hongyi Peng, Racheli Sagron, Yuval Elovici, Asaf Shabtai

Comput. Secur., 2020

2016

Tail variance of portfolio under generalized Laplace distribution.

Chunfu Jiang, Hongyi Peng, Yu-Kuan Yang

Appl. Math. Comput., 2016

2014

Variable selection for Fisher linear discriminant analysis using the modified sequential backward selection algorithm for the microarray data.

Hongyi Peng, Chunfu Jiang, Xiang Fang, Jinshan Liu

Appl. Math. Comput., 2014

2013

Optimal gene subset selection using the modified SFFS algorithm for tumor classification.

Hongyi Peng, Yinlian Fu, Jinshan Liu, Xiang Fang, Chunfu Jiang

Neural Comput. Appl., 2013

2007

Handling of incomplete data sets using ICA and SOM in data mining.

Hongyi Peng, Siming Zhu

Neural Comput. Appl., 2007