Machine Learning Framework

ICSML: Industrial Control Systems ML Framework for native inference using IEC 61131-3 code

Authors: Constantine Doumanidis, Prashant Hari Narayan Rajput, Michail Maniatakos | Published: 2022-02-21 | Updated: 2023-04-21
PLC Programming
Performance Evaluation
Machine Learning Framework

Color Teams for Machine Learning Development

Authors: Josh Kalin, David Noever, Matthew Ciolino | Published: 2021-10-20
Automation of Cybersecurity
Data Collection
Machine Learning Framework

ProblemChild: Discovering Anomalous Patterns based on Parent-Child Process Relationships

Authors: Bobby Filar, David French | Published: 2020-08-11
Data Extraction and Analysis
Attacker Behavior Analysis
Machine Learning Framework

An Automated, End-to-End Framework for Modeling Attacks From Vulnerability Descriptions

Authors: Hodaya Binyamini, Ron Bitton, Masaki Inokuchi, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai | Published: 2020-08-10
Data Extraction and Analysis
Machine Learning Framework
Vulnerability Management

Scalable and Communication-efficient Decentralized Federated Edge Learning with Multi-blockchain Framework

Authors: Jiawen Kang, Zehui Xiong, Chunxiao Jiang, Yi Liu, Song Guo, Yang Zhang, Dusit Niyato, Cyril Leung, Chunyan Miao | Published: 2020-08-10
Poisoning Attack
Machine Learning Framework
Communication Efficiency

On Designing Machine Learning Models for Malicious Network Traffic Classification

Authors: Talha Ongun, Timothy Sakharaov, Simona Boboila, Alina Oprea, Tina Eliassi-Rad | Published: 2019-07-10
Data Extraction and Analysis
Attack Detection
Machine Learning Framework

Application Inference using Machine Learning based Side Channel Analysis

Authors: Nikhil Chawla, Arvind Singh, Monodeep Kar, Saibal Mukhopadhyay | Published: 2019-07-09
Automation of Cybersecurity
Data Extraction and Analysis
Machine Learning Framework

Smart Grid Cyber Attacks Detection using Supervised Learning and Heuristic Feature Selection

Authors: Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha | Published: 2019-07-07
Attack Detection
Machine Learning Framework
Feature Selection Method

Intelligent Systems Design for Malware Classification Under Adversarial Conditions

Authors: Sean M. Devine, Nathaniel D. Bastian | Published: 2019-07-06
Dataset Analysis
Model Selection
Machine Learning Framework

Diffprivlib: The IBM Differential Privacy Library

Authors: Naoise Holohan, Stefano Braghin, Pól Mac Aonghusa, Killian Levacher | Published: 2019-07-04
Privacy Protection
Library Classification
Machine Learning Framework