文献データベース

Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models

Authors: Yuanbin Cheng, Koji Yamashita, Jim Follum, Nanpeng Yu | Published: 2023-11-13
敵対的テキスト浄化
最適化問題
防御手法

Seeing is Believing: A Federated Learning Based Prototype to Detect Wireless Injection Attacks

Authors: Aadil Hussain, Nitheesh Gundapu, Sarang Drugkar, Suraj Kiran, J. Harshan, Ranjitha Prasad | Published: 2023-11-11
学習の改善
深層学習手法
防御手法

Does Differential Privacy Prevent Backdoor Attacks in Practice?

Authors: Fereshteh Razmi, Jian Lou, Li Xiong | Published: 2023-11-10
データプライバシー評価
トレードオフ分析
防御手法

Watermarking Vision-Language Pre-trained Models for Multi-modal Embedding as a Service

Authors: Yuanmin Tang, Jing Yu, Keke Gai, Xiangyan Qu, Yue Hu, Gang Xiong, Qi Wu | Published: 2023-11-10
データプライバシー評価
メンバーシップ推論
著作権トラップ

RAGLog: Log Anomaly Detection using Retrieval Augmented Generation

Authors: Jonathan Pan, Swee Liang Wong, Yidi Yuan | Published: 2023-11-09
クラスタリング手法
クラス不均衡
ログ分析の課題

DEMASQ: Unmasking the ChatGPT Wordsmith

Authors: Kavita Kumari, Alessandro Pegoraro, Hossein Fereidooni, Ahmad-Reza Sadeghi | Published: 2023-11-08
エネルギーベースモデル
プロンプトインジェクション
評価手法

Army of Thieves: Enhancing Black-Box Model Extraction via Ensemble based sample selection

Authors: Akshit Jindal, Vikram Goyal, Saket Anand, Chetan Arora | Published: 2023-11-08
データ選択戦略
メンバーシップ推論
学習の改善

CompactTag: Minimizing Computation Overheads in Actively-Secure MPC for Deep Neural Networks

Authors: Yongqin Wang, Pratik Sarkar, Nishat Koti, Arpita Patra, Murali Annavaram | Published: 2023-11-08
最適化手法
深層学習手法
計算複雑性

Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs

Authors: Helen Jenne, Sinan G. Aksoy, Daniel Best, Alyson Bittner, Gregory Henselman-Petrusek, Cliff Joslyn, Bill Kay, Audun Myers, Garret Seppala, Jackson Warley, Stephen J. Young, Emilie Purvine | Published: 2023-11-08
トポロジー解析
ハイパーグラフの特性
通信解析

Enhancing Malware Detection by Integrating Machine Learning with Cuckoo Sandbox

Authors: Amaal F. Alshmarni, Mohammed A. Alliheedi | Published: 2023-11-07
セキュリティ分析
データセット生成
深層学習手法