Literature Database

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models

Authors: Hoang Cuong Nguyen, Shahroz Tariq, Mohan Baruwal Chhetri, Bao Quoc Vo | Published: 2025-05-06
Prompt leaking
Attack Type
Taxonomy of Attacks

Adversarial Sample Generation for Anomaly Detection in Industrial Control Systems

Authors: Abdul Mustafa, Muhammad Talha Khan, Muhammad Azmi Umer, Zaki Masood, Chuadhry Mujeeb Ahmed | Published: 2025-05-06
Attack Type
Adversarial Example
Machine Learning Technology

Towards a standardized methodology and dataset for evaluating LLM-based digital forensic timeline analysis

Authors: Hudan Studiawan, Frank Breitinger, Mark Scanlon | Published: 2025-05-06
LLM Performance Evaluation
Large Language Model
Evaluation Method

Acoustic Side-Channel Attacks on a Computer Mouse

Authors: Mauro Conti, Marin Duroyon, Gabriele Orazi, Gene Tsudik | Published: 2025-05-05
Changes in User Behavior
Machine Learning Technology
Speech Recognition System

Unveiling the Landscape of LLM Deployment in the Wild: An Empirical Study

Authors: Xinyi Hou, Jiahao Han, Yanjie Zhao, Haoyu Wang | Published: 2025-05-05
API Security
Indirect Prompt Injection
Prompt leaking

Bayesian Robust Aggregation for Federated Learning

Authors: Aleksandr Karakulev, Usama Zafar, Salman Toor, Prashant Singh | Published: 2025-05-05
Group-Based Robustness
Trigger Detection
Adversarial Learning

Advancing Email Spam Detection: Leveraging Zero-Shot Learning and Large Language Models

Authors: Ghazaleh SHirvani, Saeid Ghasemshirazi | Published: 2025-05-05
Online Learning
Application of Text Classification
Machine Learning Technology

Quantum Support Vector Regression for Robust Anomaly Detection

Authors: Kilian Tscharke, Maximilian Wendlinger, Sebastian Issel, Pascal Debus | Published: 2025-05-02 | Updated: 2025-05-13
Certified Robustness
Anomaly Detection Method
Role of Quantum Machine Learning

Analysis of the vulnerability of machine learning regression models to adversarial attacks using data from 5G wireless networks

Authors: Leonid Legashev, Artur Zhigalov, Denis Parfenov | Published: 2025-05-01
Backdoor Attack
Poisoning
Attack Type

LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems

Authors: Yazan Otoum, Arghavan Asad, Amiya Nayak | Published: 2025-05-01 | Updated: 2025-05-13
Bias Detection in AI Output
LLM Performance Evaluation
Prompt Injection