Securing Federated Learning with Control-Flow Attestation: A Novel Framework for Enhanced Integrity and Resilience against Adversarial Attacks
Authors: Zahir Alsulaimawi | Published: 2024-03-15
Security Analysis
Poisoning Programs by Un-Repairing Code: Security Concerns of AI-generated Code
Authors: Cristina Improta | Published: 2024-03-11
Transfer Learning for Security: Challenges and Future Directions
Authors: Adrian Shuai Li, Arun Iyengar, Ashish Kundu, Elisa Bertino | Published: 2024-03-01
A Novel Zero-Trust Machine Learning Green Architecture for Healthcare IoT Cybersecurity: Review, Analysis, and Implementation
Authors: Zag ElSayed, Nelly Elsayed, Sajjad Bay | Published: 2024-01-14
Leveraging Machine Learning for Wi-Fi-based Environmental Continuous Two-Factor Authentication
Authors: Ali Abdullah S. AlQahtani, Thamraa Alshayeb, Mahmoud Nabil, Ahmad Patooghy | Published: 2024-01-12
Binary Linear Tree Commitment-based Ownership Protection for Distributed Machine Learning
Authors: Tianxiu Xie, Keke Gai, Jing Yu, Liehuang Zhu | Published: 2024-01-11
BinGo: Identifying Security Patches in Binary Code with Graph Representation Learning
Authors: Xu He, Shu Wang, Pengbin Feng, Xinda Wang, Shiyu Sun, Qi Li, Kun Sun | Published: 2023-12-13
Guardians of Trust: Navigating Data Security in AIOps through Vendor Partnerships
Authors: Subhadip Kumar | Published: 2023-12-10 | Updated: 2024-01-16
Survey of Security Issues in Memristor-based Machine Learning Accelerators for RF Analysis
Authors: William Lillis, Max Cohen Hoffing, Wayne Burleson | Published: 2023-12-01
A Blockchain Solution for Collaborative Machine Learning over IoT
Authors: Carlos Beis-Penedo, Francisco Troncoso-Pastoriza, Rebeca P. Díaz-Redondo, Ana Fernández-Vilas, Manuel Fernández-Veiga, Martín González Soto | Published: 2023-11-23