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Seyit Camtepe — most-cited papers & profile · AI for Code
← authors
·
overview
Seyit Camtepe
26
papers ·
103
citations ·
39
h-index
Commonwealth Scientific and Industrial Research Organisation · Quantum (Australia) · Health Sciences and Nutrition · CSIRO Manufacturing · Data61
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Most-cited papers
SplitFed: When Federated Learning Meets Split Learning
2020 · 41 citations
Splitfed learning without client-side synchronization: Analyzing client-side split network portion size to overall performance
2021 · 11 citations
Towards Web Phishing Detection Limitations and Mitigation
2022 · 8 citations
Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data
2023 · 8 citations
Optimizing Cyber Defense in Dynamic Active Directories through Reinforcement Learning
2024 · 8 citations
Task-Aware Meta Learning-based Siamese Neural Network for Classifying Obfuscated Malware
2021 · 6 citations
Evaluation of Federated Learning in Phishing Email Detection
2020 · 5 citations
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods
2023 · 5 citations
Local Differential Privacy for Federated Learning
2022 · 4 citations
A Game-Theoretic Approach for AI-based Botnet Attack Defence
2021 · 2 citations
Advancements of federated learning towards privacy preservation: from federated learning to split learning
2020 · 1 citations
Malware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework
2022 · 1 citations
Data-Driven Intelligence can Revolutionize Today's Cybersecurity World: A Position Paper
2023 · 1 citations
Bayesian Learned Models Can Detect Adversarial Malware For Free
2024 · 1 citations
EaTVul: ChatGPT-based Evasion Attack Against Software Vulnerability Detection
2024 · 1 citations
Topics
Adversarial ML
Threat Intelligence
Malware Detection
Vulnerability Detection
Anomaly Detection
Privacy
Federated Learning
Network Security
Security
Cryptography