Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset
Authors: Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak | Published: 2022-08-20 | Updated: 2022-10-30
Challenges and Complexities in Machine Learning based Credit Card Fraud Detection
Authors: Gayan K. Kulatilleke | Published: 2022-08-20
Electronic, Wireless, and Photonic Network-on-Chip Security: Challenges and Countermeasures
Authors: Sudeep Pasricha, John Jose, Sujay Deb | Published: 2022-08-18
Mouse Dynamics Behavioral Biometrics: A Survey
Authors: Simon Khan, Charles Devlen, Michael Manno, Daqing Hou | Published: 2022-08-18 | Updated: 2024-05-01
Profiler: Profile-Based Model to Detect Phishing Emails
Authors: Mariya Shmalko, Alsharif Abuadbba, Raj Gaire, Tingmin Wu, Hye-Young Paik, Surya Nepal | Published: 2022-08-18
Private, Efficient, and Accurate: Protecting Models Trained by Multi-party Learning with Differential Privacy
Authors: Wenqiang Ruan, Mingxin Xu, Wenjing Fang, Li Wang, Lei Wang, Weili Han | Published: 2022-08-18
Label Flipping Data Poisoning Attack Against Wearable Human Activity Recognition System
Authors: Abdur R. Shahid, Ahmed Imteaj, Peter Y. Wu, Diane A. Igoche, Tauhidul Alam | Published: 2022-08-17
An Efficient Multi-Step Framework for Malware Packing Identification
Authors: Jong-Wouk Kim, Yang-Sae Moon, Mi-Jung Choi | Published: 2022-08-17
FedPerm: Private and Robust Federated Learning by Parameter Permutation
Authors: Hamid Mozaffari, Virendra J. Marathe, Dave Dice | Published: 2022-08-16
CTI4AI: Threat Intelligence Generation and Sharing after Red Teaming AI Models
Authors: Chuyen Nguyen, Caleb Morgan, Sudip Mittal | Published: 2022-08-16