AIセキュリティポータルbot

Federated Bayesian Network Ensembles

Authors: Florian van Daalen, Lianne Ippel, Andre Dekker, Inigo Bermejo | Published: 2024-02-19
ベイズ分類
モデル設計
連合学習

Manipulating hidden-Markov-model inferences by corrupting batch data

Authors: William N. Caballero, Jose Manuel Camacho, Tahir Ekin, Roi Naveiro | Published: 2024-02-19
不確実性の定量化
攻撃の評価
攻撃手法

Stealing the Invisible: Unveiling Pre-Trained CNN Models through Adversarial Examples and Timing Side-Channels

Authors: Shubhi Shukla, Manaar Alam, Pabitra Mitra, Debdeep Mukhopadhyay | Published: 2024-02-19
モデル抽出攻撃
分類パターン分析
敵対的サンプル

An Empirical Evaluation of LLMs for Solving Offensive Security Challenges

Authors: Minghao Shao, Boyuan Chen, Sofija Jancheska, Brendan Dolan-Gavitt, Siddharth Garg, Ramesh Karri, Muhammad Shafique | Published: 2024-02-19
LLM性能評価
プロンプトインジェクション
教育目的のCTF

SPML: A DSL for Defending Language Models Against Prompt Attacks

Authors: Reshabh K Sharma, Vinayak Gupta, Dan Grossman | Published: 2024-02-19
LLMセキュリティ
システムプロンプト生成
プロンプトインジェクション

Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks

Authors: Satwik Kundu, Debarshi Kundu, Swaroop Ghosh | Published: 2024-02-18
データセット生成
モデル抽出攻撃
防御手法

MLSTL-WSN: Machine Learning-based Intrusion Detection using SMOTETomek in WSNs

Authors: Md. Alamin Talukder, Selina Sharmin, Md Ashraf Uddin, Md Manowarul Islam, Sunil Aryal | Published: 2024-02-17 | Updated: 2024-02-22
データ前処理
モデル性能評価
侵入検知システム

Enhancing Security in Blockchain Networks: Anomalies, Frauds, and Advanced Detection Techniques

Authors: Joerg Osterrieder, Stephen Chan, Jeffrey Chu, Yuanyuan Zhang, Branka Hadji Misheva, Codruta Mare | Published: 2024-02-17
ブロックチェーン技術
不正取引
異常検出手法

On the Role of Similarity in Detecting Masquerading Files

Authors: Jonathan Oliver, Jue Mo, Susmit Yenkar, Raghav Batta, Sekhar Josyoula | Published: 2024-02-17
サイバーセキュリティ
デジタル署名と機械学習の統合
マルウェア分類

Neural Networks with (Low-Precision) Polynomial Approximations: New Insights and Techniques for Accuracy Improvement

Authors: Chi Zhang, Jingjing Fan, Man Ho Au, Siu Ming Yiu | Published: 2024-02-17 | Updated: 2024-06-07
モデルの設計や精度
モデル性能評価
負の入力の近似誤差