異常検出手法

A Novel Generative AI-Based Framework for Anomaly Detection in Multicast Messages in Smart Grid Communications

Authors: Aydin Zaboli, Seong Lok Choi, Tai-Jin Song, Junho Hong | Published: 2024-06-08
LLM性能評価
サイバーセキュリティ
異常検出手法

A Classification-by-Retrieval Framework for Few-Shot Anomaly Detection to Detect API Injection Attacks

Authors: Udi Aharon, Ran Dubin, Amit Dvir, Chen Hajaj | Published: 2024-05-18 | Updated: 2024-09-15
モデル性能評価
異常検出手法
評価手法

PLLM-CS: Pre-trained Large Language Model (LLM) for Cyber Threat Detection in Satellite Networks

Authors: Mohammed Hassanin, Marwa Keshk, Sara Salim, Majid Alsubaie, Dharmendra Sharma | Published: 2024-05-09
LLMセキュリティ
サイバーセキュリティ
異常検出手法

Intrusion Detection at Scale with the Assistance of a Command-line Language Model

Authors: Jiongliang Lin, Yiwen Guo, Hao Chen | Published: 2024-04-20
コマンド解析
異常検出手法
自動化された侵入検知システム

LightFAt: Mitigating Control-flow Explosion via Lightweight PMU-based Control-flow Attestation

Authors: Jeferson Gonzalez-Gomez, Hassan Nassar, Lars Bauer, Jorg Henkel | Published: 2024-04-03 | Updated: 2024-04-04
ウォーターマーキング
セキュリティ分析
異常検出手法

An incremental hybrid adaptive network-based IDS in Software Defined Networks to detect stealth attacks

Authors: Abdullah H Alqahtani | Published: 2024-04-01
オンライン学習
侵入検知システム
異常検出手法

Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems

Authors: Ayoub Si-ahmed, Mohammed Ali Al-Garadi, Narhimene Boustia | Published: 2024-03-14
IoMTセキュリティ
異常検出手法
連合学習

Enhancing Security in Blockchain Networks: Anomalies, Frauds, and Advanced Detection Techniques

Authors: Joerg Osterrieder, Stephen Chan, Jeffrey Chu, Yuanyuan Zhang, Branka Hadji Misheva, Codruta Mare | Published: 2024-02-17
ブロックチェーン技術
不正取引
異常検出手法

IoT Network Traffic Analysis with Deep Learning

Authors: Mei Liu, Leon Yang | Published: 2024-02-06
モデル性能評価
深層学習手法
異常検出手法

Use of Graph Neural Networks in Aiding Defensive Cyber Operations

Authors: Shaswata Mitra, Trisha Chakraborty, Subash Neupane, Aritran Piplai, Sudip Mittal | Published: 2024-01-11
GNN
侵入検知システム
異常検出手法