TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time (Extended Version)

Authors: Zeliang Kan, Shae McFadden, Daniel Arp, Feargus Pendlebury, Roberto Jordaney, Johannes Kinder, Fabio Pierazzi, Lorenzo Cavallaro | Published: 2024-02-02
2024.02.02 2025.04.03
文献データベース

KTO: Model Alignment as Prospect Theoretic Optimization

Authors: Kawin Ethayarajh, Winnie Xu, Niklas Muennighoff, Dan Jurafsky, Douwe Kiela | Published: 2024-02-02 | Updated: 2024-11-19
2024.02.02 2025.04.03
文献データベース

Salsa Fresca: Angular Embeddings and Pre-Training for ML Attacks on Learning With Errors

Authors: Samuel Stevens, Emily Wenger, Cathy Li, Niklas Nolte, Eshika Saxena, François Charton, Kristin Lauter | Published: 2024-02-02
2024.02.02 2025.04.03
文献データベース

Domain-Independent Deception: A New Taxonomy and Linguistic Analysis

Authors: Rakesh M. Verma, Nachum Dershowitz, Victor Zeng, Dainis Boumber, Xuting Liu | Published: 2024-02-01
2024.02.01 2025.04.03
文献データベース

algoXSSF: Detection and analysis of cross-site request forgery (XSRF) and cross-site scripting (XSS) attacks via Machine learning algorithms

Authors: Naresh Kshetri, Dilip Kumar, James Hutson, Navneet Kaur, Omar Faruq Osama | Published: 2024-02-01
2024.02.01 2025.04.03
文献データベース

X-CBA: Explainability Aided CatBoosted Anomal-E for Intrusion Detection System

Authors: Kiymet Kaya, Elif Ak, Sumeyye Bas, Berk Canberk, Sule Gunduz Oguducu | Published: 2024-02-01 | Updated: 2024-06-02
2024.02.01 2025.04.03
文献データベース

Unlearnable Algorithms for In-context Learning

Authors: Andrei Muresanu, Anvith Thudi, Michael R. Zhang, Nicolas Papernot | Published: 2024-02-01
2024.02.01 2025.04.03
文献データベース

Ocassionally Secure: A Comparative Analysis of Code Generation Assistants

Authors: Ran Elgedawy, John Sadik, Senjuti Dutta, Anuj Gautam, Konstantinos Georgiou, Farzin Gholamrezae, Fujiao Ji, Kyungchan Lim, Qian Liu, Scott Ruoti | Published: 2024-02-01
2024.02.01 2025.04.03
文献データベース

Comparing Spectral Bias and Robustness For Two-Layer Neural Networks: SGD vs Adaptive Random Fourier Features

Authors: Aku Kammonen, Lisi Liang, Anamika Pandey, Raúl Tempone | Published: 2024-02-01
2024.02.01 2025.04.03
文献データベース

BrainLeaks: On the Privacy-Preserving Properties of Neuromorphic Architectures against Model Inversion Attacks

Authors: Hamed Poursiami, Ihsen Alouani, Maryam Parsa | Published: 2024-02-01 | Updated: 2024-05-07
2024.02.01 2025.04.03
文献データベース
次のページ