Thwarting Cybersecurity Attacks with Explainable Concept Drift
Authors: Ibrahim Shaer, Abdallah Shami | Published: 2024-03-18
モデル性能評価
Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis
Authors: Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder | Published: 2024-03-17
A Sophisticated Framework for the Accurate Detection of Phishing Websites
Authors: Asif Newaz, Farhan Shahriyar Haq, Nadim Ahmed | Published: 2024-03-13
SoK: Reducing the Vulnerability of Fine-tuned Language Models to Membership Inference Attacks
Authors: Guy Amit, Abigail Goldsteen, Ariel Farkash | Published: 2024-03-13
DNNShield: Embedding Identifiers for Deep Neural Network Ownership Verification
Authors: Jasper Stang, Torsten Krauß, Alexandra Dmitrienko | Published: 2024-03-11
A Photonic Physically Unclonable Function’s Resilience to Multiple-Valued Machine Learning Attacks
Authors: Jessie M. Henderson, Elena R. Henderson, Clayton A. Harper, Hiva Shahoei, William V. Oxford, Eric C. Larson, Duncan L. MacFarlane, Mitchell A. Thornton | Published: 2024-03-02
Differentially Private Knowledge Distillation via Synthetic Text Generation
Authors: James Flemings, Murali Annavaram | Published: 2024-03-01 | Updated: 2024-06-05
Attacking Delay-based PUFs with Minimal Adversary Model
Authors: Hongming Fei, Owen Millwood, Prosanta Gope, Jack Miskelly, Biplab Sikdar | Published: 2024-03-01
Verifiable Boosted Tree Ensembles
Authors: Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Giulio Ermanno Pibiri | Published: 2024-02-22
An Explainable Transformer-based Model for Phishing Email Detection: A Large Language Model Approach
Authors: Mohammad Amaz Uddin, Iqbal H. Sarker | Published: 2024-02-21