The mathematics of adversarial attacks in AI — Why deep learning is unstable despite the existence of stable neural networks
Authors: Alexander Bastounis, Anders C Hansen, Verner Vlačić | Published: 2021-09-13 | Updated: 2025-03-26
Deep Generative Models to Extend Active Directory Graphs with Honeypot Users
Authors: Ondrej Lukas, Sebastian Garcia | Published: 2021-09-13
Formalizing and Estimating Distribution Inference Risks
Authors: Anshuman Suri, David Evans | Published: 2021-09-13 | Updated: 2022-07-05
Differential Privacy in Personalized Pricing with Nonparametric Demand Models
Authors: Xi Chen, Sentao Miao, Yining Wang | Published: 2021-09-10
Social Media Monitoring for IoT Cyber-Threats
Authors: Sofia Alevizopoulou, Paris Koloveas, Christos Tryfonopoulos, Paraskevi Raftopoulou | Published: 2021-09-09
Automated Security Assessment for the Internet of Things
Authors: Xuanyu Duan, Mengmeng Ge, Triet H. M. Le, Faheem Ullah, Shang Gao, Xuequan Lu, M. Ali Babar | Published: 2021-09-09
Detecting Attacks on IoT Devices using Featureless 1D-CNN
Authors: Arshiya Khan, Chase Cotton | Published: 2021-09-09
Knowledge mining of unstructured information: application to cyber-domain
Authors: Tuomas Takko, Kunal Bhattacharya, Martti Lehto, Pertti Jalasvirta, Aapo Cederberg, Kimmo Kaski | Published: 2021-09-08 | Updated: 2022-08-01
Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection
Authors: Shulai Zhang, Zirui Li, Quan Chen, Wenli Zheng, Jingwen Leng, Minyi Guo | Published: 2021-09-08
Intrusion Detection using Network Traffic Profiling and Machine Learning for IoT
Authors: Joseph Rose, Matthew Swann, Gueltoum Bendiab, Stavros Shiaeles, Nicholas Kolokotronis | Published: 2021-09-06