AIセキュリティポータルbot

Challenges and Complexities in Machine Learning based Credit Card Fraud Detection

Authors: Gayan K. Kulatilleke | Published: 2022-08-20
データの起源と変遷
不正取引
機械学習

Electronic, Wireless, and Photonic Network-on-Chip Security: Challenges and Countermeasures

Authors: Sudeep Pasricha, John Jose, Sujay Deb | Published: 2022-08-18
DoS対策
悪意のあるノード検出
攻撃検出

Mouse Dynamics Behavioral Biometrics: A Survey

Authors: Simon Khan, Charles Devlen, Michael Manno, Daqing Hou | Published: 2022-08-18 | Updated: 2024-05-01
ユーザー活動解析
ユーザー認証システム
ユーザ行動分析

Profiler: Profile-Based Model to Detect Phishing Emails

Authors: Mariya Shmalko, Alsharif Abuadbba, Raj Gaire, Tingmin Wu, Hye-Young Paik, Surya Nepal | Published: 2022-08-18
フィッシング攻撃
フィッシング攻撃の検出率
機械学習技術

Private, Efficient, and Accurate: Protecting Models Trained by Multi-party Learning with Differential Privacy

Authors: Wenqiang Ruan, Mingxin Xu, Wenjing Fang, Li Wang, Lei Wang, Weili Han | Published: 2022-08-18
トレーニングプロトコル
プライバシーリスク管理
通信効率

Label Flipping Data Poisoning Attack Against Wearable Human Activity Recognition System

Authors: Abdur R. Shahid, Ahmed Imteaj, Peter Y. Wu, Diane A. Igoche, Tauhidul Alam | Published: 2022-08-17
データ保護手法
ポイズニング
攻撃検出

An Efficient Multi-Step Framework for Malware Packing Identification

Authors: Jong-Wouk Kim, Yang-Sae Moon, Mi-Jung Choi | Published: 2022-08-17
プログラム解析
マルウェア拡散手段
動的分析

FedPerm: Private and Robust Federated Learning by Parameter Permutation

Authors: Hamid Mozaffari, Virendra J. Marathe, Dave Dice | Published: 2022-08-16
プライバシーリスク管理
ポイズニング
通信効率

CTI4AI: Threat Intelligence Generation and Sharing after Red Teaming AI Models

Authors: Chuyen Nguyen, Caleb Morgan, Sudip Mittal | Published: 2022-08-16
AIシステムの関係性
攻撃検出
脆弱性検出

Deception for Cyber Defence: Challenges and Opportunities

Authors: David Liebowitz, Surya Nepal, Kristen Moore, Cody J. Christopher, Salil S. Kanhere, David Nguyen, Roelien C. Timmer, Michael Longland, Keerth Rathakumar | Published: 2022-08-15
サイバーセキュリティ
攻撃手法
機械学習技術