データ収集

ROSpace: Intrusion Detection Dataset for a ROS2-Based Cyber-Physical System

Authors: Tommaso Puccetti, Simone Nardi, Cosimo Cinquilli, Tommaso Zoppi, Andrea Ceccarelli | Published: 2024-02-13
サイバーセキュリティ
データ収集
侵入検知システム

ReposVul: A Repository-Level High-Quality Vulnerability Dataset

Authors: Xinchen Wang, Ruida Hu, Cuiyun Gao, Xin-Cheng Wen, Yujia Chen, Qing Liao | Published: 2024-01-24 | Updated: 2024-02-08
コード変更分析
データ収集
脆弱性管理

Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN

Authors: Bruno Missi Xavier, Merim Dzaferagic, Irene Vilà, Magnos Martinello, Marco Ruffini | Published: 2024-01-17
O-RANセキュリティ
サイバー攻撃
データ収集

Risk factor aggregation and stress testing

Authors: Natalie Packham | Published: 2023-10-06
クラスタリング手法
データ収集
機械学習手法

Threat Trekker: An Approach to Cyber Threat Hunting

Authors: Ángel Casanova Bienzobas, Alfonso Sánchez-Macián | Published: 2023-10-06
クラス不均衡
データ収集
機械学習手法

Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

Authors: Xiangyu Qi, Yi Zeng, Tinghao Xie, Pin-Yu Chen, Ruoxi Jia, Prateek Mittal, Peter Henderson | Published: 2023-10-05
データ収集
プロンプトインジェクション
情報収集手法

The Anatomy of Deception: Technical and Human Perspectives on a Large-scale Phishing Campaign

Authors: Anargyros Chrysanthou, Yorgos Pantis, Constantinos Patsakis | Published: 2023-10-05
データ収集
ユーザー活動解析
被害者統計

Beyond Labeling Oracles: What does it mean to steal ML models?

Authors: Avital Shafran, Ilia Shumailov, Murat A. Erdogdu, Nicolas Papernot | Published: 2023-10-03 | Updated: 2024-06-13
データ収集
知識抽出手法
評価指標

A Graph-based Stratified Sampling Methodology for the Analysis of (Underground) Forums

Authors: Giorgio Di Tizio, Gilberto Atondo Siu, Alice Hutchings, Fabio Massacci | Published: 2023-08-18
データ収集
モデル性能評価
機械学習技術

PURL: Safe and Effective Sanitization of Link Decoration

Authors: Shaoor Munir, Patrick Lee, Umar Iqbal, Zubair Shafiq, Sandra Siby | Published: 2023-08-07 | Updated: 2024-03-06
ウォーターマーキング
データ保護手法
データ収集