Uncovering the Limits of Machine Learning for Automatic Vulnerability Detection
Authors: Niklas Risse, Marcel Böhme | Published: 2023-06-28 | Updated: 2024-06-06
Dataset Generation
Ensemble of Random and Isolation Forests for Graph-Based Intrusion Detection in Containers
Authors: Alfonso Iacovazzi, Shahid Raza | Published: 2023-06-26
JABBERWOCK: A Tool for WebAssembly Dataset Generation and Its Application to Malicious Website Detection
Authors: Chika Komiya, Naoto Yanai, Kyosuke Yamashita, Shingo Okamura | Published: 2023-06-09
Flow-based Network Intrusion Detection Based on BERT Masked Language Model
Authors: Loc Gia Nguyen, Kohei Watabe | Published: 2023-06-08
DeepfakeArt Challenge: A Benchmark Dataset for Generative AI Art Forgery and Data Poisoning Detection
Authors: Hossein Aboutalebi, Dayou Mao, Rongqi Fan, Carol Xu, Chris He, Alexander Wong | Published: 2023-06-02 | Updated: 2024-05-23
Automated Mapping of CVE Vulnerability Records to MITRE CWE Weaknesses
Authors: Ashraf Haddad, Najwa Aaraj, Preslav Nakov, Septimiu Fabian Mare | Published: 2023-04-13
Learning The Likelihood Test With One-Class Classifiers for Physical Layer Authentication
Authors: Francesco Ardizzon, Stefano Tomasin | Published: 2022-10-22 | Updated: 2024-08-04
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models
Authors: Zeyang Sha, Zheng Li, Ning Yu, Yang Zhang | Published: 2022-10-13 | Updated: 2023-01-09
Augmentation Backdoors
Authors: Joseph Rance, Yiren Zhao, Ilia Shumailov, Robert Mullins | Published: 2022-09-29
You Can’t Hide Behind Your Headset: User Profiling in Augmented and Virtual Reality
Authors: Pier Paolo Tricomi, Federica Nenna, Luca Pajola, Mauro Conti, Luciano Gamberini | Published: 2022-09-22