機械学習技術

Is there a Trojan! : Literature survey and critical evaluation of the latest ML based modern intrusion detection systems in IoT environments

Authors: Vishal Karanam | Published: 2023-06-14
セキュリティ分析
モデル性能評価
機械学習技術

Ransomware Detection and Classification Strategies

Authors: Aldin Vehabovic, Nasir Ghani, Elias Bou-Harb, Jorge Crichigno, Aysegul Yayimli | Published: 2023-04-10
ネットワーク脅威検出
マルウェア検出手法
機械学習技術

KeyDetect –Detection of anomalies and user based on Keystroke Dynamics

Authors: Soumyatattwa Kar, Abhishek Bamotra, Bhavya Duvvuri, Radhika Mohanan | Published: 2023-04-08
セキュリティ分析
性能評価
機械学習技術

IoT Federated Blockchain Learning at the Edge

Authors: James Calo, Benny Lo | Published: 2023-04-06
クラウドコンピューティング
医療AIの脅威
機械学習技術

Machine-learned Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grids

Authors: Carmelo Ardito, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Fatemeh Nazary, Giovanni Servedio | Published: 2023-03-28 | Updated: 2024-01-30
サイバーセキュリティの自動化
敵対的サンプル
機械学習技術

How many dimensions are required to find an adversarial example?

Authors: Charles Godfrey, Henry Kvinge, Elise Bishoff, Myles Mckay, Davis Brown, Tim Doster, Eleanor Byler | Published: 2023-03-24 | Updated: 2023-04-11
収束特性
敵対的サンプル
機械学習技術

Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense

Authors: Kalpesh Krishna, Yixiao Song, Marzena Karpinska, John Wieting, Mohit Iyyer | Published: 2023-03-23 | Updated: 2023-10-18
DNN IP保護手法
プロンプトインジェクション
機械学習技術

A survey on hardware-based malware detection approaches

Authors: Cristiano Pegoraro Chenet, Alessandro Savino, Stefano Di Carlo | Published: 2023-03-22 | Updated: 2024-04-18
HPCの課題
サイバーセキュリティ
機械学習技術

DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness

Authors: Shoumik Saha, Wenxiao Wang, Yigitcan Kaya, Soheil Feizi, Tudor Dumitras | Published: 2023-03-20 | Updated: 2023-10-03
サイバーセキュリティ
メンバーシップ推論
機械学習技術

Utilization of Impedance Disparity Incurred from Switching Activities to Monitor and Characterize Firmware Activities

Authors: Md Sadik Awal, Christopher Thompson, Md Tauhidur Rahman | Published: 2023-01-17
データ収集
プログラム解析
機械学習技術