文献データベース

Rethinking the Trigger-injecting Position in Graph Backdoor Attack

Authors: Jing Xu, Gorka Abad, Stjepan Picek | Published: 2023-04-05 | Updated: 2023-04-18
GNN
バックドア攻撃
特徴選択手法

Side Channel-Assisted Inference Leakage from Machine Learning-based ECG Classification

Authors: Jialin Liu, Ning Miao, Chongzhou Fang, Houman Homayoun, Han Wang | Published: 2023-04-04
サイバー攻撃
プライバシー保護技術
攻撃手法

Leveraging Deep Learning Approaches for Deepfake Detection: A Review

Authors: Aniruddha Tiwari, Rushit Dave, Mounika Vanamala | Published: 2023-04-04
ウォーターマーキング
モデル選択
機械学習手法

A Multiagent CyberBattleSim for RL Cyber Operation Agents

Authors: Thomas Kunz, Christian Fisher, James La Novara-Gsell, Christopher Nguyen, Li Li | Published: 2023-04-03
セキュリティ分析
ネットワーク脅威検出
教育目的のCTF

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
プライバシー保護技術
機械学習手法
正則化

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
データ収集
機械学習手法
特徴選択手法

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
LSTMモデル性能評価
マルウェア検出
機械学習手法

Graph Mining for Cybersecurity: A Survey

Authors: Bo Yan, Cheng Yang, Chuan Shi, Yong Fang, Qi Li, Yanfang Ye, Junping Du | Published: 2023-04-02 | Updated: 2023-10-16
グラフ埋め込み
グラフ構築
セキュリティ分析

DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection

Authors: Yizheng Chen, Zhoujie Ding, Lamya Alowain, Xinyun Chen, David Wagner | Published: 2023-04-01 | Updated: 2023-08-09
セキュリティラベル
プロンプトインジェクション
脆弱性検出

A Generative Framework for Low-Cost Result Validation of Machine Learning-as-a-Service Inference

Authors: Abhinav Kumar, Miguel A. Guirao Aguilera, Reza Tourani, Satyajayant Misra | Published: 2023-03-31 | Updated: 2024-04-25
DNN IP保護手法
攻撃検出
適応型敵対的訓練