Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP
Authors: Thao Nguyen, Gabriel Ilharco, Mitchell Wortsman, Sewoong Oh, Ludwig Schmidt | Published: 2022-08-10 | Updated: 2023-02-01
Explaining Machine Learning DGA Detectors from DNS Traffic Data
Authors: Giorgio Piras, Maura Pintor, Luca Demetrio, Battista Biggio | Published: 2022-08-10
Customized Watermarking for Deep Neural Networks via Label Distribution Perturbation
Authors: Tzu-Yun Chien, Chih-Ya Shen | Published: 2022-08-10
Prior Knowledge based Advanced Persistent Threats Detection for IoT in a Realistic Benchmark
Authors: Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic | Published: 2022-08-10
Adversarial Machine Learning-Based Anticipation of Threats Against Vehicle-to-Microgrid Services
Authors: Ahmed Omara, Burak Kantarci | Published: 2022-08-09
Online Malware Classification with System-Wide System Calls in Cloud IaaS
Authors: Phillip Brown, Austin Brown, Maanak Gupta, Mahmoud Abdelsalam | Published: 2022-08-09
Robust Machine Learning for Malware Detection over Time
Authors: Daniele Angioni, Luca Demetrio, Maura Pintor, Battista Biggio | Published: 2022-08-09
DeepTLS: comprehensive and high-performance feature extraction for encrypted traffic
Authors: Zhi Liu | Published: 2022-08-08
Quantization enabled Privacy Protection in Decentralized Stochastic Optimization
Authors: Yongqiang Wang, Tamer Basar | Published: 2022-08-07
Federated Adversarial Learning: A Framework with Convergence Analysis
Authors: Xiaoxiao Li, Zhao Song, Jiaming Yang | Published: 2022-08-07