Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
Authors: Riccardo Grazzi, Massimiliano Pontil, Saverio Salzo | Published: 2024-03-18 | Updated: 2024-06-04
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Semantic Data Representation for Explainable Windows Malware Detection Models
Authors: Peter Švec, Štefan Balogh, Martin Homola, Ján Kľuka, Tomáš Bisták | Published: 2024-03-18
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
CBR — Boosting Adaptive Classification By Retrieval of Encrypted Network Traffic with Out-of-distribution
Authors: Amir Lukach, Ran Dubin, Amit Dvir, Chen Hajaj | Published: 2024-03-17
A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats
Authors: Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder | Published: 2024-03-17
usfAD Based Effective Unknown Attack Detection Focused IDS Framework
Authors: Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder | Published: 2024-03-17
Pencil: Private and Extensible Collaborative Learning without the Non-Colluding Assumption
Authors: Xuanqi Liu, Zhuotao Liu, Qi Li, Ke Xu, Mingwei Xu | Published: 2024-03-17
QuantumLeak: Stealing Quantum Neural Networks from Cloud-based NISQ Machines
Authors: Zhenxiao Fu, Min Yang, Cheng Chu, Yilun Xu, Gang Huang, Fan Chen | Published: 2024-03-16
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency
Authors: Soumyadeep Pal, Yuguang Yao, Ren Wang, Bingquan Shen, Sijia Liu | Published: 2024-03-15
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks
Authors: Beatrice Casey, Joanna C. S. Santos, George Perry | Published: 2024-03-15