AIセキュリティポータルbot

Hacking, The Lazy Way: LLM Augmented Pentesting

Authors: Dhruva Goyal, Sitaraman Subramanian, Aditya Peela, Nisha P. Shetty | Published: 2024-09-14 | Updated: 2025-05-19
File Analysis Method
Prompt Engineering
Penetration Testing Applicability

Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML

Authors: Siddhant Dutta, Pavana P Karanth, Pedro Maciel Xavier, Iago Leal de Freitas, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira | Published: 2024-09-14 | Updated: 2024-10-12
Privacy Protection
Privacy Protection Method
Quantum Framework

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

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

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

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

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

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

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

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