攻撃検出

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

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

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

Long-Short History of Gradients is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning

Authors: Ashish Gupta, Tie Luo, Mao V. Ngo, Sajal K. Das | Published: 2022-08-14
悪意のあるノード検出
攻撃検出
脅威モデリング

DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning

Authors: Mohammad Hossein Samavatian, Saikat Majumdar, Kristin Barber, Radu Teodorescu | Published: 2022-07-31
DNN IP保護手法
攻撃検出
敵対的サンプル

A False Sense of Security? Revisiting the State of Machine Learning-Based Industrial Intrusion Detection

Authors: Dominik Kus, Eric Wagner, Jan Pennekamp, Konrad Wolsing, Ina Berenice Fink, Markus Dahlmanns, Klaus Wehrle, Martin Henze | Published: 2022-05-18
メンバーシップ推論
性能評価
攻撃検出

Adaptive Hybrid Heterogeneous IDS for 6LoWPAN

Authors: Aryan Mohammadi Pasikhani, John A Clark, Prosanta Gope | Published: 2022-05-18
オンライン意思決定
攻撃検出
適応型再訓練メカニズム

Attack vs Benign Network Intrusion Traffic Classification

Authors: M. Andrecut | Published: 2022-05-15
パフォーマンス評価
攻撃検出
評価指標

A Vision Inspired Neural Network for Unsupervised Anomaly Detection in Unordered Data

Authors: Nassir Mohammad | Published: 2022-05-13
ロバスト性
攻撃検出
自己教師あり学習

DNS based In-Browser Cryptojacking Detection

Authors: Rohit Kumar Sachan, Rachit Agarwal, Sandeep Kumar Shukla | Published: 2022-05-10
パフォーマンス評価
プロンプトインジェクション
攻撃検出