AIセキュリティポータルbot

A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective

Authors: Lei Yu, Meng Han, Yiming Li, Changting Lin, Yao Zhang, Mingyang Zhang, Yan Liu, Haiqin Weng, Yuseok Jeon, Ka-Ho Chow, Stacy Patterson | Published: 2024-02-06
プライバシー保護手法
ラベル推論攻撃
防御手法

Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol

Authors: Hector Alaiz-Moreton, Jose Aveleira-Mata, Jorge Ondicol-Garcia, Angel Luis Muñoz-Castañeda, Isaías García, Carmen Benavides | Published: 2024-02-05
DoS攻撃
侵入検知システム
計算複雑性

Homograph Attacks on Maghreb Sentiment Analyzers

Authors: Fatima Zahra Qachfar, Rakesh M. Verma | Published: 2024-02-05
LLMセキュリティ
データセット生成
モデル性能評価

Detecting Scams Using Large Language Models

Authors: Liming Jiang | Published: 2024-02-05
LLMセキュリティ
フィッシング検出
プロンプトインジェクション

Reconstruct Your Previous Conversations! Comprehensively Investigating Privacy Leakage Risks in Conversations with GPT Models

Authors: Junjie Chu, Zeyang Sha, Michael Backes, Yang Zhang | Published: 2024-02-05 | Updated: 2024-10-07
プライバシー保護
プロンプトインジェクション
悪意のあるプロンプト

Unraveling the Key of Machine Learning Solutions for Android Malware Detection

Authors: Jiahao Liu, Jun Zeng, Fabio Pierazzi, Lorenzo Cavallaro, Zhenkai Liang | Published: 2024-02-05
APK特性分析
ウォーターマーキング
マルウェア分類

Dynamic Byzantine-Robust Learning: Adapting to Switching Byzantine Workers

Authors: Ron Dorfman, Naseem Yehya, Kfir Y. Levy | Published: 2024-02-05 | Updated: 2024-06-16
動的なビザンチン行動に対処する手法
動的ビザンチン行動
収束特性

Machine Learning Resistant Amorphous Silicon Physically Unclonable Functions (PUFs)

Authors: Velat Kilic, Neil Macfarlane, Jasper Stround, Samuel Metais, Milad Alemohammad, A. Brinton Cooper, Amy C. Foster, Mark A. Foster | Published: 2024-02-05
PUFの評価手法
深層学習手法
線形回帰

Evading Data Contamination Detection for Language Models is (too) Easy

Authors: Jasper Dekoninck, Mark Niklas Müller, Maximilian Baader, Marc Fischer, Martin Vechev | Published: 2024-02-05 | Updated: 2024-02-12
データの隠蔽
データ汚染検出
悪意のある行為者の分類

Adversarial Text Purification: A Large Language Model Approach for Defense

Authors: Raha Moraffah, Shubh Khandelwal, Amrita Bhattacharjee, Huan Liu | Published: 2024-02-05
テキスト生成手法
プロンプトインジェクション
敵対的テキスト浄化