Leveraging Deep Learning Approaches for Deepfake Detection: A Review
Authors: Aniruddha Tiwari, Rushit Dave, Mounika Vanamala | Published: 2023-04-04
機械学習手法
On Mitigating the Utility-Loss in Differentially Private Learning: A new Perspective by a Geometrically Inspired Kernel Approach
Authors: Mohit Kumar, Bernhard A. Moser, Lukas Fischer | Published: 2023-04-03 | Updated: 2024-02-07
Effective Feature Extraction for Intrusion Detection System using Non-negative Matrix Factorization and Univariate analysis
Authors: Swapnil Mane, Vaibhav Khatavkar, Niranjan Gijare, Pranav Bhendawade | Published: 2023-04-03
MalIoT: Scalable and Real-time Malware Traffic Detection for IoT Networks
Authors: Ethan Weitkamp, Yusuke Satani, Adam Omundsen, Jingwen Wang, Peilong Li | Published: 2023-04-02
Information-Based Sensor Placement for Data-Driven Estimation of Unsteady Flows
Authors: John Graff, Albert Medina, Francis Lagor | Published: 2023-03-22
Open SESAME: Fighting Botnets with Seed Reconstructions of Domain Generation Algorithms
Authors: Nils Weissgerber, Thorsten Jenke, Elmar Padilla, Lilli Bruckschen | Published: 2023-01-12
Detecting Hidden Attackers in Photovoltaic Systems Using Machine Learning
Authors: Suman Sourav, Partha P. Biswas, Binbin Chen, Daisuke Mashima | Published: 2022-10-11
Intrusion Detection Systems Using Support Vector Machines on the KDDCUP’99 and NSL-KDD Datasets: A Comprehensive Survey
Authors: Mikel K. Ngueajio, Gloria Washington, Danda B. Rawat, Yolande Ngueabou | Published: 2022-09-12
SmartKex: Machine Learning Assisted SSH Keys Extraction From The Heap Dump
Authors: Christofer Fellicious, Stewart Sentanoe, Michael Granitzer, Hans P. Reiser | Published: 2022-09-12 | Updated: 2022-09-13
Classification Protocols with Minimal Disclosure
Authors: Jinshuo Dong, Jason Hartline, Aravindan Vijayaraghavan | Published: 2022-09-06