Machine learning on knowledge graphs for context-aware security monitoring Authors: Josep Soler Garrido, Dominik Dold, Johannes Frank | Published: 2021-05-18 ML-Based IDSUser Activity AnalysisKnowledge Graph 2021.05.18 2025.05.28 Literature Database
Adversarial Examples Detection with Bayesian Neural Network Authors: Yao Li, Tongyi Tang, Cho-Jui Hsieh, Thomas C. M. Lee | Published: 2021-05-18 | Updated: 2024-02-23 Performance EvaluationAdversarial ExampleAdversarial Attack Detection 2021.05.18 2025.05.28 Literature Database
On the Robustness of Domain Constraints Authors: Ryan Sheatsley, Blaine Hoak, Eric Pauley, Yohan Beugin, Michael J. Weisman, Patrick McDaniel | Published: 2021-05-18 | Updated: 2021-11-07 Data Integrity ConstraintsMembership InferenceAdversarial Learning 2021.05.18 2025.05.28 Literature Database
RAIDER: Reinforcement-aided Spear Phishing Detector Authors: Keelan Evans, Alsharif Abuadbba, Tingmin Wu, Kristen Moore, Mohiuddin Ahmed, Ganna Pogrebna, Surya Nepal, Mike Johnstone | Published: 2021-05-17 | Updated: 2023-01-03 Phishing AttackDeep Reinforcement LearningFeature Selection Method 2021.05.17 2025.05.28 Literature Database
Improving Vulnerability Prediction of JavaScript Functions Using Process Metrics Authors: Tamás Viszkok, Péter Hegedűs, Rudolf Ferenc | Published: 2021-05-16 Class ImbalanceModel SelectionVulnerability Management 2021.05.16 2025.05.28 Literature Database
Undistillable: Making A Nasty Teacher That CANNOT teach students Authors: Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang | Published: 2021-05-16 Adversarial LearningDeep Learning TechnologySelf-Supervised Learning 2021.05.16 2025.05.28 Literature Database
Real-time Detection of Practical Universal Adversarial Perturbations Authors: Kenneth T. Co, Luis Muñoz-González, Leslie Kanthan, Emil C. Lupu | Published: 2021-05-16 | Updated: 2021-05-22 UAP Training MethodAdversarial Attack DetectionDefense Mechanism 2021.05.16 2025.05.28 Literature Database
Cybersecurity Anomaly Detection in Adversarial Environments Authors: David A. Bierbrauer, Alexander Chang, Will Kritzer, Nathaniel D. Bastian | Published: 2021-05-14 | Updated: 2021-11-02 ML-Based IDSModel SelectionAdversarial Learning 2021.05.14 2025.05.28 Literature Database
Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey Authors: Xiaoyu Zhang, Chao Chen, Yi Xie, Xiaofeng Chen, Jun Zhang, Yang Xiang | Published: 2021-05-13 Privacy Protection MechanismPoisoningMembership Inference 2021.05.13 2025.05.28 Literature Database
PassFlow: Guessing Passwords with Generative Flows Authors: Giulio Pagnotta, Dorjan Hitaj, Fabio De Gaspari, Luigi V. Mancini | Published: 2021-05-13 | Updated: 2021-12-14 Password GuessingPerformance EvaluationGenerative Model 2021.05.13 2025.05.28 Literature Database