Literature Database

Reframing Threat Detection: Inside esINSIDER

Authors: M. Arthur Munson, Jason Kichen, Dustin Hillard, Ashley Fidler, Peiter Zatko | Published: 2019-04-07
Data Origins and Evolution
Internal Network Reconnaissance
Anomaly Detection Method
2019.04.07 2025.05.28
Literature Database

A Compendium on Network and Host based Intrusion Detection Systems

Authors: Rahul-Vigneswaran K, Prabaharan Poornachandran, Soman KP | Published: 2019-04-06
Machine Learning Algorithm
Machine Learning Application
Deep Learning Method
2019.04.06 2025.05.28
Literature Database

A Conceptual Architecture for Contractual Data Sharing in a Decentralised Environment

Authors: Iain Barclay, Alun Preece, Ian Taylor, Dinesh Verma | Published: 2019-04-05
Data Origins and Evolution
Data Dependency
Machine Learning Application
2019.04.05 2025.05.28
Literature Database

Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks

Authors: Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis | Published: 2019-04-05 | Updated: 2020-10-15
Adversarial attack
Machine Learning Algorithm
Deep Learning Method
2019.04.05 2025.05.28
Literature Database

Malware Detection using Machine Learning and Deep Learning

Authors: Hemant Rathore, Swati Agarwal, Sanjay K. Sahay, Mohit Sewak | Published: 2019-04-04
Machine Learning Algorithm
Machine Learning Application
Deep Learning Method
2019.04.04 2025.05.28
Literature Database

White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks

Authors: Yotam Gil, Yoav Chai, Or Gorodissky, Jonathan Berant | Published: 2019-04-04
Adversarial attack
Machine Learning Algorithm
Machine Learning Application
2019.04.04 2025.05.28
Literature Database

Understanding the efficacy, reliability and resiliency of computer vision techniques for malware detection and future research directions

Authors: Li Chen | Published: 2019-04-03
Malware Detection
Future Research
Deep Learning Technology
2019.04.03 2025.05.28
Literature Database

HopSkipJumpAttack: A Query-Efficient Decision-Based Attack

Authors: Jianbo Chen, Michael I. Jordan, Martin J. Wainwright | Published: 2019-04-03 | Updated: 2020-04-28
Adversarial Example
Adversarial attack
Distance Evaluation Method
2019.04.03 2025.05.28
Literature Database

Leveraging Electromagnetic Side-Channel Analysis for the Investigation of IoT Devices

Authors: Asanka Sayakkara, Nhien-An Le-Khac, Mark Scanlon | Published: 2019-04-03
IoT-Specific Threats
Signal Processing Techniques
Machine Learning Algorithm
2019.04.03 2025.05.28
Literature Database

Active Learning for Network Intrusion Detection

Authors: Amir Ziai | Published: 2019-04-02
Active Learning
Data Preprocessing
Machine Learning Application
2019.04.02 2025.05.28
Literature Database
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