文献データベース

Command Line Interface Risk Modeling

Authors: Dr Anthony L. Faulds | Published: 2023-01-17
プライバシー保護技術
モデル性能評価
特徴重要度分析

Utilization of Impedance Disparity Incurred from Switching Activities to Monitor and Characterize Firmware Activities

Authors: Md Sadik Awal, Christopher Thompson, Md Tauhidur Rahman | Published: 2023-01-17
データ収集
プログラム解析
機械学習技術

A Review on the effectiveness of Dimensional Reduction with Computational Forensics: An Application on Malware Analysis

Authors: Aye Thaw Da Naing, Justin Soh Beng Guan, Yarzar Shwe Win, Jonathan Pan | Published: 2023-01-15
性能評価指標
機械学習技術
特徴選択手法

Open SESAME: Fighting Botnets with Seed Reconstructions of Domain Generation Algorithms

Authors: Nils Weissgerber, Thorsten Jenke, Elmar Padilla, Lilli Bruckschen | Published: 2023-01-12
データ収集
未知の攻撃検出
機械学習手法

SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning

Authors: Maxwell Standen, Junae Kim, Claudia Szabo | Published: 2023-01-11
DNN IP保護手法
敵対的攻撃手法
構造的攻撃

Chatbots in a Honeypot World

Authors: Forrest McKee, David Noever | Published: 2023-01-10
サイバー攻撃
ハニーポット技術
プログラム解析

Reconstructing Individual Data Points in Federated Learning Hardened with Differential Privacy and Secure Aggregation

Authors: Franziska Boenisch, Adam Dziedzic, Roei Schuster, Ali Shahin Shamsabadi, Ilia Shumailov, Nicolas Papernot | Published: 2023-01-09 | Updated: 2023-04-12
DNN IP保護手法
プライバシー保護技術
ポイズニング

Efficient Attack Detection in IoT Devices using Feature Engineering-Less Machine Learning

Authors: Arshiya Khan, Chase Cotton | Published: 2023-01-09
IoTデバイス識別
プロンプトインジェクション
悪意のあるパッケージ検出

Negative Results of Fusing Code and Documentation for Learning to Accurately Identify Sensitive Source and Sink Methods An Application to the Android Framework for Data Leak Detection

Authors: Jordan Samhi, Maria Kober, Abdoul Kader Kabore, Steven Arzt, Tegawendé F. Bissyandé, Jacques Klein | Published: 2023-01-09 | Updated: 2023-01-11
データプライバシー評価
プライバシー保護技術
プログラム解析

Introducing Model Inversion Attacks on Automatic Speaker Recognition

Authors: Karla Pizzi, Franziska Boenisch, Ugur Sahin, Konstantin Böttinger | Published: 2023-01-09
プライバシー保護技術
メンバーシップ推論
音声合成技術