AIセキュリティポータルbot

Federated Learning on Riemannian Manifolds with Differential Privacy

Authors: Zhenwei Huang, Wen Huang, Pratik Jawanpuria, Bamdev Mishra | Published: 2024-04-15
ウォーターマーキング
プライバシー保護手法
収束分析

Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection

Authors: Lisang Zhou, Meng Wang, Ning Zhou | Published: 2024-04-15
データ前処理
プライバシー保護
医療AIの脅威

Black-box Adversarial Transferability: An Empirical Study in Cybersecurity Perspective

Authors: Khushnaseeb Roshan, Aasim Zafar | Published: 2024-04-15
DDoS攻撃検出
攻撃手法
敵対的サンプル

Privacy at a Price: Exploring its Dual Impact on AI Fairness

Authors: Mengmeng Yang, Ming Ding, Youyang Qu, Wei Ni, David Smith, Thierry Rakotoarivelo | Published: 2024-04-15
プライバシー保護
プライバシー保護手法
公平性評価

Make Split, not Hijack: Preventing Feature-Space Hijacking Attacks in Split Learning

Authors: Tanveer Khan, Mindaugas Budzys, Antonis Michalas | Published: 2024-04-14
ウォーターマーキング
トレーニングプロトコル
プライバシー保護手法

Reconfigurable Edge Hardware for Intelligent IDS: Systematic Approach

Authors: Wadid Foudhaili, Anouar Nechi, Celine Thermann, Mohammad Al Johmani, Rainer Buchty, Mladen Berekovic, Saleh Mulhem | Published: 2024-04-13
FPGA
リソース最適化
計算効率

Multimodal Attack Detection for Action Recognition Models

Authors: Furkan Mumcu, Yasin Yilmaz | Published: 2024-04-13
DoS対策
敵対的訓練
防御手法

Empowering Malware Detection Efficiency within Processing-in-Memory Architecture

Authors: Sreenitha Kasarapu, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao | Published: 2024-04-12
ウォーターマーキング
マルウェア分類
計算効率

JailbreakLens: Visual Analysis of Jailbreak Attacks Against Large Language Models

Authors: Yingchaojie Feng, Zhizhang Chen, Zhining Kang, Sijia Wang, Minfeng Zhu, Wei Zhang, Wei Chen | Published: 2024-04-12
LLM性能評価
プロンプトインジェクション
評価手法

Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward

Authors: Xuan Xie, Jiayang Song, Zhehua Zhou, Yuheng Huang, Da Song, Lei Ma | Published: 2024-04-12
LLMセキュリティ
LLM性能評価
プロンプトインジェクション