AIセキュリティポータルbot

Network Activities Recognition and Analysis Based on Supervised Machine Learning Classification Methods Using J48 and Naïve Bayes Algorithm

Authors: Fan Huang | Published: 2021-05-28
データ前処理
データ収集
ユーザー行動分析

Resilient and Adaptive Framework for Large Scale Android Malware Fingerprinting using Deep Learning and NLP Techniques

Authors: ElMouatez Billah Karbab, Mourad Debbabi | Published: 2021-05-27
データ駆動型クラスタリング
マルウェア拡散手段
自然言語処理

Intrusion Detection using Machine Learning Techniques: An Experimental Comparison

Authors: Kathryn-Ann Tait, Jan Sher Khan, Fehaid Alqahtani, Awais Aziz Shah, Fadia Ali Khan, Mujeeb Ur Rehman, Wadii Boulila, Jawad Ahmad | Published: 2021-05-27
MLベースのIDS
サイバー攻撃
分類パターン分析

On Privacy and Confidentiality of Communications in Organizational Graphs

Authors: Masoumeh Shafieinejad, Huseyin Inan, Marcello Hasegawa, Robert Sim | Published: 2021-05-27
プライバシー保護手法
情報理論的評価
脆弱性評価手法

Fooling Partial Dependence via Data Poisoning

Authors: Hubert Baniecki, Wojciech Kretowicz, Przemyslaw Biecek | Published: 2021-05-26 | Updated: 2022-07-10
データ汚染検出
ポイズニング
脆弱性評価手法

MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles

Authors: Li Yang, Abdallah Moubayed, Abdallah Shami | Published: 2021-05-26
MLベースのIDS
サイバー攻撃
データ前処理

The Cynicism of Modern Cybercrime: Automating the Analysis of Surface Web Marketplaces

Authors: Nikolaos Lykousas, Vasilios Koutsokostas, Fran Casino, Constantinos Patsakis | Published: 2021-05-25
サイバー攻撃
サイバー脅威
データ収集

Every Byte Matters: Traffic Analysis of Bluetooth Wearable Devices

Authors: Ludovic Barman, Alexandre Dumur, Apostolos Pyrgelis, Jean-Pierre Hubaux | Published: 2021-05-24
データ収集
ユーザー行動分析
分類パターン分析

Regularization Can Help Mitigate Poisoning Attacks… with the Right Hyperparameters

Authors: Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu | Published: 2021-05-23
ポイズニング
最適化手法
脆弱性評価手法

Killing One Bird with Two Stones: Model Extraction and Attribute Inference Attacks against BERT-based APIs

Authors: Chen Chen, Xuanli He, Lingjuan Lyu, Fangzhao Wu | Published: 2021-05-23 | Updated: 2021-12-26
プライバシー保護手法
メンバーシップ推論
自然言語処理