AIセキュリティポータルbot

DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification

Authors: Abdelkader El Mahdaouy, Salima Lamsiyah, Meryem Janati Idrissi, Hamza Alami, Zakaria Yartaoui, Ismail Berrada | Published: 2024-09-13
Dataset Generation
Malware Classification
Model Performance Evaluation
2024.09.13 2025.05.12
Literature Database

FP-VEC: Fingerprinting Large Language Models via Efficient Vector Addition

Authors: Zhenhua Xu, Wenpeng Xing, Zhebo Wang, Chang Hu, Chen Jie, Meng Han | Published: 2024-09-13
LLM Security
Fingerprinting Method
Model Performance Evaluation
2024.09.13 2025.05.12
Literature Database

A Comprehensive Analysis of Machine Learning Based File Trap Selection Methods to Detect Crypto Ransomware

Authors: Mohan Anand Putrevu, Hrushikesh Chunduri, Venkata Sai Charan Putrevu, Sandeep K Shukla | Published: 2024-09-13
Ransomware Assessment
2024.09.13 2025.05.12
Literature Database

Sub-graph Based Diffusion Model for Link Prediction

Authors: Hang Li, Wei Jin, Geri Skenderi, Harry Shomer, Wenzhuo Tang, Wenqi Fan, Jiliang Tang | Published: 2024-09-13
Simulation Result Evaluation
Model Performance Evaluation
Link Prediction Method
2024.09.13 2025.05.12
Literature Database

Research on Data Right Confirmation Mechanism of Federated Learning based on Blockchain

Authors: Xiaogang Cheng, Ren Guo | Published: 2024-09-13
Smart Contract
Data Rights Mechanism
Privacy Protection
2024.09.13 2025.05.12
Literature Database

LLM Honeypot: Leveraging Large Language Models as Advanced Interactive Honeypot Systems

Authors: Hakan T. Otal, M. Abdullah Canbaz | Published: 2024-09-12 | Updated: 2024-09-15
LLM Security
Cybersecurity
Prompt Injection
2024.09.12 2025.05.12
Literature Database

On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains

Authors: Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding | Published: 2024-09-12
RAG
Poisoning
2024.09.12 2025.05.12
Literature Database

Harnessing TI Feeds for Exploitation Detection

Authors: Kajal Patel, Zubair Shafiq, Mateus Nogueira, Daniel Sadoc Menasché, Enrico Lovat, Taimur Kashif, Ashton Woiwood, Matheus Martins | Published: 2024-09-12
IoC Analysis Method
Machine Learning Method
Vulnerability Management
2024.09.12 2025.05.12
Literature Database

HERL: Tiered Federated Learning with Adaptive Homomorphic Encryption using Reinforcement Learning

Authors: Jiaxang Tang, Zeshan Fayyaz, Mohammad A. Salahuddin, Raouf Boutaba, Zhi-Li Zhang, Ali Anwar | Published: 2024-09-11
Integration of FL and HE
Privacy Protection
Communication Efficiency
2024.09.11 2025.05.12
Literature Database

Advancing Malicious Website Identification: A Machine Learning Approach Using Granular Feature Analysis

Authors: Kinh Tran, Dusan Sovilj | Published: 2024-09-11
Dataset Generation
Model Performance Evaluation
Malicious Website Detection
2024.09.11 2025.05.12
Literature Database
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