Aeryn Dunmore

Computer Science · Physical Sciences

4h-index122citations7works0.02yr avg
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Research Topics

Network Security and Intrusion Detection(6), Anomaly Detection Techniques and Applications(5), Advanced Malware Detection Techniques(4), Internet Traffic Analysis and Secure E-voting(2), Quantum Computing Algorithms and Architecture(1)

Publications7 total

Relation-aware based Siamese Denoising Autoencoder for Malware Few-shot Classification
arXiv (Cornell University)·2024Open Access
Matrix Encryption Walks for Lightweight Cryptography
Cryptography·2023· 3 citedOpen Access
MAGNETO and DeepInsight: Extended Image Translation with Semantic Relationships for Classifying Attack Data with Machine Learning Models
Electronics·2023· 4 citedOpen Access
Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data
arXiv (Cornell University)·2023· 6 citedOpen Access
Generative Adversarial Networks for Malware Detection: a Survey
arXiv (Cornell University)·2023· 6 citedOpen Access
Relation-Aware Based Siamese Denoising Autoencoder for Malware Few-Shot Classification
SSRN Electronic Journal·2023· 1 citedOpen Access
A Comprehensive Survey of Generative Adversarial Networks (GANs) in Cybersecurity Intrusion Detection
IEEE Access·2023· 102 citedOpen Access

Frequent Co-authors

Julian Jang‐Jaccard(7), Fariza Sabrina(3), Seyit Camtepe(3), Jin Kwak(2), Jinting Zhu(2), Ian Welch(2), Jin Kwak(1), Yuanyuan Wei(1), Xu Wen(1), Fariza Sabrian(1), Adam Dunning(1), Juliet Samandari(1), Harith AI Sahaf(1), Harith AI-Sahaf(1), C Lab(1)