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

A Review on the effectiveness of Dimensional Reduction with Computational Forensics: An Application on Malware Analysis

Authors: Aye Thaw Da Naing, Justin Soh Beng Guan, Yarzar Shwe Win, Jonathan Pan | Published: 2023-01-15
性能評価指標
機械学習技術
特徴選択手法

Classification of Web Phishing Kits for early detection by platform providers

Authors: Andrea Venturi, Michele Colajanni, Marco Ramilli, Giorgio Valenziano Santangelo | Published: 2022-10-15
セキュリティ分析
悪意のあるウェブサイト検出
機械学習技術

DI-NIDS: Domain Invariant Network Intrusion Detection System

Authors: Siamak Layeghy, Mahsa Baktashmotlagh, Marius Portmann | Published: 2022-10-15
性能評価
機械学習技術
深層学習手法

Reinforcement Learning for Hardware Security: Opportunities, Developments, and Challenges

Authors: Satwik Patnaik, Vasudev Gohil, Hao Guo, Jeyavijayan, Rajendran | Published: 2022-08-29
報酬メカニズム設計
最適化問題
機械学習技術

Lateral Movement Detection Using User Behavioral Analysis

Authors: Deepak Kushwaha, Dhruv Nandakumar, Akshay Kakkar, Sanvi Gupta, Kevin Choi, Christopher Redino, Abdul Rahman, Sabthagiri Saravanan Chandramohan, Edward Bowen, Matthew Weeks, Aaron Shaha, Joe Nehila | Published: 2022-08-29
ユーザ行動分析
機械学習技術
特徴抽出手法

Overparameterization from Computational Constraints

Authors: Sanjam Garg, Somesh Jha, Saeed Mahloujifar, Mohammad Mahmoody, Mingyuan Wang | Published: 2022-08-27 | Updated: 2022-10-15
デジタル署名の検証
機械学習技術
関数の定義