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Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain

ACM computing surveys, 2021-06, Vol.54 (5), p.1-36

2021

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N-BaIoT-Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders

IEEE pervasive computing, 2018-07, Vol.17 (3), p.12-22

2018

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Detection of malicious and low throughput data exfiltration over the DNS protocol

Computers & security, 2019-01, Vol.80, p.36-53

2019

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Fast-CBUS: A fast clustering-based undersampling method for addressing the class imbalance problem

Neurocomputing (Amsterdam), 2017-06, Vol.243, p.88-102

2017

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The Security of IP-Based Video Surveillance Systems

Sensors (Basel, Switzerland), 2020-08, Vol.20 (17), p.4806

2020

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“Andromaly”: a behavioral malware detection framework for android devices

Journal of intelligent information systems, 2012-02, Vol.38 (1), p.161-190

2012

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On the vulnerability of anti-malware solutions to DNS attacks

Computers & security, 2022-05, Vol.116, p.102687, Article 102687

2022

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Spoofing Attack on Ultrasonic Distance Sensors Using a Continuous Signal

Sensors (Basel, Switzerland), 2020-10, Vol.20 (21), p.6157

2020

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Information Security Threats and Working from Home Culture: Taxonomy, Risk Assessment and Solutions

Sensors (Basel, Switzerland), 2023-04, Vol.23 (8), p.4018

2023

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A Survey of MulVAL Extensions and Their Attack Scenarios Coverage

IEEE access, 2023-01, Vol.11, p.1-1

2023

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MaskDGA: An Evasion Attack Against DGA Classifiers and Adversarial Defenses

IEEE access, 2020, Vol.8, p.161580-161592

2020

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RadArnomaly: Protecting Radar Systems from Data Manipulation Attacks

Sensors (Basel, Switzerland), 2022-06, Vol.22 (11), p.4259

2022

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Efficient Cyber Attack Detection in Industrial Control Systems Using Lightweight Neural Networks and PCA

IEEE transactions on dependable and secure computing, 2022-07, Vol.19 (4), p.1-1

2022

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Improving Grid-Based Location Prediction Algorithms by Speed and Direction Based Boosting

IEEE access, 2019, Vol.7, p.21211-21219

2019

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P4UIoT: Pay-Per-Piece Patch Update Delivery for IoT Using Gradual Release

Sensors (Basel, Switzerland), 2020-04, Vol.20 (7), p.2156

2020

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Using LSTM encoder-decoder algorithm for detecting anomalous ADS-B messages

Computers & security, 2018-09, Vol.78, p.155-173

2018

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Detecting Cyber Attacks in Industrial Control Systems Using Convolutional Neural Networks

Proceedings of the 2018 Workshop on Cyber-Physical Systems Security and PrivaCy, 2018, p.72-83

2018

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Fingerprinting Smartphones Based on Microphone Characteristics From Environment Affected Recordings

IEEE access, 2022, Vol.10, p.122399-122413

2022

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Analyzing Sequences of Airspace States to Detect Anomalous Traffic Conditions

IEEE transactions on aerospace and electronic systems, 2022-06, Vol.58 (3), p.1843-1857

2022

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A Machine Learning-Based Intrusion Detection System for Securing Remote Desktop Connections to Electronic Flight Bag Servers

IEEE transactions on dependable and secure computing, 2021-05, Vol.18 (3), p.1164-1181

2021

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Heuristic Approach for Countermeasure Selection Using Attack Graphs

2021 IEEE 34th Computer Security Foundations Symposium (CSF), 2021, p.1-16

2021

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When Explainability Meets Adversarial Learning: Detecting Adversarial Examples using SHAP Signatures

2020 International Joint Conference on Neural Networks (IJCNN), 2020, p.1-8

2020

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ConfDTree： A Statistical Method for Improving Decision Trees

Journal of computer science and technology, 2014-05, Vol.29 (3), p.392-407

2014

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Assessing Aircraft Security: A Comprehensive Survey and Methodology for Evaluation

ACM computing surveys, 2024-04, Vol.56 (4), p.1-40, Article 96

2024

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Security and Safety Interplay of Intelligent Software Systems: ESORICS 2018 International Workshops, ISSA 2018 and CSITS 2018, Barcelona, Spain, September 6-7, 2018, Revised Selected Papers

1st Edition 2019, 2019

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Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain

N-BaIoT-Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders

Detection of malicious and low throughput data exfiltration over the DNS protocol

Fast-CBUS: A fast clustering-based undersampling method for addressing the class imbalance problem

The Security of IP-Based Video Surveillance Systems

“Andromaly”: a behavioral malware detection framework for android devices

On the vulnerability of anti-malware solutions to DNS attacks

Spoofing Attack on Ultrasonic Distance Sensors Using a Continuous Signal

Information Security Threats and Working from Home Culture: Taxonomy, Risk Assessment and Solutions

A Survey of MulVAL Extensions and Their Attack Scenarios Coverage

MaskDGA: An Evasion Attack Against DGA Classifiers and Adversarial Defenses

RadArnomaly: Protecting Radar Systems from Data Manipulation Attacks

Efficient Cyber Attack Detection in Industrial Control Systems Using Lightweight Neural Networks and PCA

Improving Grid-Based Location Prediction Algorithms by Speed and Direction Based Boosting

P4UIoT: Pay-Per-Piece Patch Update Delivery for IoT Using Gradual Release

Using LSTM encoder-decoder algorithm for detecting anomalous ADS-B messages

Detecting Cyber Attacks in Industrial Control Systems Using Convolutional Neural Networks

Fingerprinting Smartphones Based on Microphone Characteristics From Environment Affected Recordings

Analyzing Sequences of Airspace States to Detect Anomalous Traffic Conditions

A Machine Learning-Based Intrusion Detection System for Securing Remote Desktop Connections to Electronic Flight Bag Servers

Heuristic Approach for Countermeasure Selection Using Attack Graphs

When Explainability Meets Adversarial Learning: Detecting Adversarial Examples using SHAP Signatures

ConfDTree： A Statistical Method for Improving Decision Trees

Assessing Aircraft Security: A Comprehensive Survey and Methodology for Evaluation

Security and Safety Interplay of Intelligent Software Systems: ESORICS 2018 International Workshops, ISSA 2018 and CSITS 2018, Barcelona, Spain, September 6-7, 2018, Revised Selected Papers

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