Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis

Authors: Yang, Li, Rajab, Mirna El, Shami, Abdallah, Muhaidat, Sami

Source: in IEEE Transactions on Network and Service Management, vol. 21, no. 3, pp. 3555-3582, June 2024

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Machine Learning, Computer Science - Networking and Internet Architecture, 68T01, 90C31, I.2.1, I.2.6, C.2.0

Access URL: http://arxiv.org/abs/2502.21286

Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks

Authors: Yang, Li, Naser, Shimaa, Shami, Abdallah, Muhaidat, Sami, Ong, Lyndon, Debbah, Mérouane

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Machine Learning, Computer Science - Networking and Internet Architecture, 68T01, 90C31, I.2.1, I.2.6, C.2.0

Access URL: http://arxiv.org/abs/2502.20627

Scalable and Ethical Insider Threat Detection through Data Synthesis and Analysis by LLMs

Authors: Gelman, Haywood, Hastings, John D.

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Computers and Society, C.2.0, I.2.7, K.4.1, H.3.3

Access URL: http://arxiv.org/abs/2502.07045

Improved subsample-and-aggregate via the private modified winsorized mean

Authors: Ramsay, Kelly, Spicker, Dylan

Subject Terms: Statistics - Methodology, Computer Science - Machine Learning, 62G35, 68P27, G.3.7, C.2.0

Access URL: http://arxiv.org/abs/2501.14095

A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning

Authors: Korkmaz, Abdulkadir, Rao, Praveen

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Machine Learning, C.2.0, C.2.4, I.2.6

Access URL: http://arxiv.org/abs/2501.12911

Blockchain-Driven Research in Personality-Based Distributed Pair Programming

Authors: Valovy, Marcel, Buchalcevova, Alena

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Human-Computer Interaction, H.5.2, H.5.3, D.2.2, D.2.9, C.2.0

Access URL: http://arxiv.org/abs/2412.18066

Recovering WPA-3 Network Password by Bypassing the Simultaneous Authentication of Equals Handshake using Social Engineering Captive Portal

Authors: Chadee, Kyle, Goodridge, Wayne, Khan, Koffka

Subject Terms: Computer Science - Cryptography and Security, 68M12 (Primary), 68Q25, 94A60 (Secondary), C.2.0, D.4.6, K.6.5

Access URL: http://arxiv.org/abs/2412.15381

Toward an Insider Threat Education Platform: A Theoretical Literature Review

Authors: Gelman, Haywood, Hastings, John D., Kenley, David, Loiacono, Eleanor

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence, Computer Science - Computers and Society, Computer Science - Human-Computer Interaction, Computer Science - Social and Information Networks, K.4.1, C.2.0, I.2.6, H.5.2, H.1.2

Access URL: http://arxiv.org/abs/2412.13446

Red Pill and Blue Pill: Controllable Website Fingerprinting Defense via Dynamic Backdoor Learning

Authors: Liang, Siyuan, Gong, Jiajun, Fang, Tianmeng, Liu, Aishan, Wang, Tao, Liu, Xianglong, Cao, Xiaochun, Tao, Dacheng, Ee-Chien, Chang

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence, 68M10, C.2.0

Access URL: http://arxiv.org/abs/2412.11471

How to design a Public Key Infrastructure for a Central Bank Digital Currency

Authors: Rafiee, Makan, Hupel, Lars

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Networking and Internet Architecture, C.2.0, K.4.4, K.6.5

Access URL: http://arxiv.org/abs/2412.04051

Swarm Intelligence-Driven Client Selection for Federated Learning in Cybersecurity applications

Authors: Khan, Koffka, Goodridge, Wayne

Subject Terms: Computer Science - Machine Learning, 68T20, 68M25, I.2.8, C.2.0, K.6.5

Access URL: http://arxiv.org/abs/2411.18877

Lagrangian neural networks for nonholonomic mechanics

Authors: Diaz, Viviana Alejandra, Salomone, Leandro Martin, Zuccalli, Marcela

Subject Terms: Computer Science - Machine Learning, Condensed Matter - Disordered Systems and Neural Networks, Computer Science - Emerging Technologies, Computer Science - Neural and Evolutionary Computing, 70F25, 68T07, 70H03, J.2.0, I.2.6, C.2.0

Access URL: http://arxiv.org/abs/2411.00110

A Survey-Based Quantitative Analysis of Stress Factors and Their Impacts Among Cybersecurity Professionals

Authors: Arora, Sunil, Hastings, John D.

Source: Proceedings of the 58th Annual Hawaii International Conference on System Sciences (HICSS), 2025 pp. 6161-6160

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Computers and Society, K.4.1, K.6.0, K.7.m, C.2.0

Access URL: http://arxiv.org/abs/2409.12047

Enabling Practical and Privacy-Preserving Image Processing

Authors: Wang, Chao, Yang, Shubing, Sun, Xiaoyan, Dai, Jun, Zhao, Dongfang

Subject Terms: Computer Science - Cryptography and Security, C.2.0, K.6.5

Access URL: http://arxiv.org/abs/2409.03568

Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection

Authors: Yang, Li, Shami, Abdallah

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security, Computer Science - Networking and Internet Architecture, 68T01, 90C31, I.2.1, I.2.6, C.2.0

Access URL: http://arxiv.org/abs/2409.03141

Preliminary study on artificial intelligence methods for cybersecurity threat detection in computer networks based on raw data packets

Authors: Ogonowski, Aleksander, Żebrowski, Michał, Ćwiek, Arkadiusz, Jarosiewicz, Tobiasz, Klimaszewski, Konrad, Padee, Adam, Wasiuk, Piotr, Wójcik, Michał

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Cryptography and Security, I.5.4, C.2.0, I.2.1

Access URL: http://arxiv.org/abs/2407.17339

Siren -- Advancing Cybersecurity through Deception and Adaptive Analysis

Authors: Kulathumani, Girish, Ananthanarayanan, Samruth, Narayanan, Ganesh

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Machine Learning, C.2.0, I.2.7

Access URL: http://arxiv.org/abs/2406.06225

Are We Up to the Challenge? An analysis of the FCC Broadband Data Collection Fixed Internet Availability Challenges

Authors: Marques, Jonatas, Schrubbe, Alexis, Marwell, Nicole P., Feamster, Nick

Subject Terms: Computer Science - Networking and Internet Architecture, C.2.0, J.4, K.4

Access URL: http://arxiv.org/abs/2404.04189

Learning on JPEG-LDPC Compressed Images: Classifying with Syndromes

Authors: Aliouat, Ahcen, Dupraz, Elsa

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Information Theory, Computer Science - Machine Learning, 94A08, 94A29, 68P30, I.4.2, I.4.9, E.4, C.2.0, I.2.10

Access URL: http://arxiv.org/abs/2403.10202

Evaluation of EAP Usage for Authenticating Eduroam Users in 5G Networks

Authors: de Oliveira, Leonardo Azalim, Silva, Edelberto Franco

Subject Terms: Computer Science - Cryptography and Security, C.2.0

Access URL: http://arxiv.org/abs/2402.10889