Machine Learning Technology

Classification of Web Phishing Kits for early detection by platform providers

Authors: Andrea Venturi, Michele Colajanni, Marco Ramilli, Giorgio Valenziano Santangelo | Published: 2022-10-15
Security Analysis
Malicious Website Detection
Machine Learning Technology

DI-NIDS: Domain Invariant Network Intrusion Detection System

Authors: Siamak Layeghy, Mahsa Baktashmotlagh, Marius Portmann | Published: 2022-10-15
Performance Evaluation
Machine Learning Technology
Deep Learning Method

Reinforcement Learning for Hardware Security: Opportunities, Developments, and Challenges

Authors: Satwik Patnaik, Vasudev Gohil, Hao Guo, Jeyavijayan, Rajendran | Published: 2022-08-29
Reward Mechanism Design
Optimization Problem
Machine Learning Technology

Lateral Movement Detection Using User Behavioral Analysis

Authors: Deepak Kushwaha, Dhruv Nandakumar, Akshay Kakkar, Sanvi Gupta, Kevin Choi, Christopher Redino, Abdul Rahman, Sabthagiri Saravanan Chandramohan, Edward Bowen, Matthew Weeks, Aaron Shaha, Joe Nehila | Published: 2022-08-29
User Behavior Analysis
Machine Learning Technology
Feature Extraction Method

Overparameterization from Computational Constraints

Authors: Sanjam Garg, Somesh Jha, Saeed Mahloujifar, Mohammad Mahmoody, Mingyuan Wang | Published: 2022-08-27 | Updated: 2022-10-15
Verification of Digital Signatures
Machine Learning Technology
Function Definition

Credit card fraud detection – Classifier selection strategy

Authors: Gayan K. Kulatilleke | Published: 2022-08-25
Fraudulent Transaction
Machine Learning
Machine Learning Technology

Fed-FSNet: Mitigating Non-I.I.D. Federated Learning via Fuzzy Synthesizing Network

Authors: Jingcai Guo, Song Guo, Jie Zhang, Ziming Liu | Published: 2022-08-21 | Updated: 2023-04-25
Poisoning
Efficiency of Distributed Learning
Machine Learning Technology

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
Training Protocol
Attack Detection
Machine Learning Technology

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
Phishing Attack
Detection Rate of Phishing Attacks
Machine Learning Technology

Deception for Cyber Defence: Challenges and Opportunities

Authors: David Liebowitz, Surya Nepal, Kristen Moore, Cody J. Christopher, Salil S. Kanhere, David Nguyen, Roelien C. Timmer, Michael Longland, Keerth Rathakumar | Published: 2022-08-15
Cybersecurity
Attack Method
Machine Learning Technology