Timothy Lynar - RankMe

18 papers B 1Journal 15Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	How the Graph Construction Technique Shapes Performance in IoT Botnet Detection. CoRR Hassan Wasswa, Hussein A. Abbass, Timothy Lynar
2026	J	`jnl`	SAGA: Synthetic Audit Log Generation for APT Campaigns. IEEE Trans. Dependable Secur. Comput. Yi-Ting Huang, Ying-Ren Guo, Yu-Sheng Yang, Guo-Wei Wong, Yu-Zih Jheng, Yeali S. Sun, Jessemyn Modini, Timothy Lynar, Meng Chang Chen
2025	J	`jnl`	A Quantized VAE-MLP Botnet Detection Model: A Systematic Evaluation of Quantization-Aware Training and Post-Training Quantization Strategies. CoRR Hassan Wasswa, Hussein Abbass, Timothy Lynar
2025	J	`jnl`	Applications of extended reality in pilot flight simulator training: a systematic review with meta-analysis. Vis. Comput. Ind. Biomed. Art Alexander Somerville, Keith F. Joiner, Timothy Lynar, Graham Wild
2025	J	`jnl`	Are GNNs Worth the Effort for IoT Botnet Detection? A Comparative Study of VAE-GNN vs. ViT-MLP and VAE-MLP Approaches. CoRR Hassan Wasswa, Hussein A. Abbass, Timothy Lynar
2025	J	`jnl`	Enhancing IoT-Botnet Detection using Variational Auto-encoder and Cost-Sensitive Learning: A Deep Learning Approach for Imbalanced Datasets. CoRR Hassan Wasswa, Timothy Lynar, Hussein A. Abbass
2025	J	`jnl`	Graph Attention Neural Network for Botnet Detection: Evaluating Autoencoder, VAE and PCA-Based Dimension Reduction. CoRR Hassan Wasswa, Hussein A. Abbass, Timothy Lynar
2025	J	`jnl`	Impact of Latent Space Dimension on IoT Botnet Detection Performance: VAE-Encoder Versus ViT-Encoder. CoRR Hassan Wasswa, Aziida Nanyonga, Timothy Lynar
2025	J	`jnl`	IoT Botnet Detection: Application of Vision Transformer to Classification of Network Flow Traffic. CoRR Hassan Wasswa, Timothy Lynar, Aziida Nanyonga, Hussein Abbass
2025	J	`jnl`	Latent space alignment for robust detection of IoT botnet attacks in non-stationary environments. Knowl. Based Syst. Hassan Wasswa, Hussein A. Abbass, Timothy Lynar
2025	B	`conf`	On performance modeling for the management of Cloud-native Network Functions in closed-loops. CNSM Toni Dimitrovski, Belma Turkovic, Aditya Ganesh, Timothy Lynar, Hans van den Berg, Geert Heijenk
2025	J	`jnl`	Preserving Seasonal and Trend Information: A Variational Autoencoder-Latent Space Arithmetic Based Approach for Non-stationary Learning. CoRR Hassan Wasswa, Aziida Nanyonga, Timothy Lynar
2025	J	`jnl`	ResDNViT: A hybrid architecture for Netflow-based attack detection using a residual dense network and Vision Transformer. Expert Syst. Appl. Hassan Wasswa, Hussein A. Abbass, Timothy Lynar
2025	J	`jnl`	Toward Real-World IoT Security: Concept Drift-Resilient IoT Botnet Detection via Latent Space Representation Learning and Alignment. CoRR Hassan Wasswa, Timothy Lynar
2024	—	`conf`	Beyond Words: Memetic Theory as a Lens to Expose Ideological Bias in Language Models. ISCMI Harriet Farlow, Claudio Ceruti, Matthew Garratt, Gavin Mount, Timothy Lynar
2024	—	`conf`	Memes in the Machine: Ideological Propagation in Large Language Models. CogInfoCom Harriet Farlow, Claudio Ceruti, Matthew Garratt, Gavin Mount, Timothy Lynar
2024	J	`jnl`	SAGA: Synthetic Audit Log Generation for APT Campaigns. CoRR Yi-Ting Huang, Ying-Ren Guo, Yu-Sheng Yang, Guo-Wei Wong, Yu-Zih Jheng, Yeali S. Sun, Jessemyn Modini, Timothy Lynar, Meng Chang Chen
2023	J	`jnl`	The race to robustness: exploiting fragile models for urban camouflage and the imperative for machine learning security. CoRR Harriet Farlow, Matthew Garratt, Gavin Mount, Timothy Lynar