Attack Detection

Network Attack Traffic Detection With Hybrid Quantum-Enhanced Convolution Neural Network

Authors: Zihao Wang, Kar Wai Fok, Vrizlynn L. L. Thing | Published: 2025-04-29
Performance Evaluation Method
Attack Detection
Quantum Framework

BadApex: Backdoor Attack Based on Adaptive Optimization Mechanism of Black-box Large Language Models

Authors: Zhengxian Wu, Juan Wen, Wanli Peng, Ziwei Zhang, Yinghan Zhou, Yiming Xue | Published: 2025-04-18 | Updated: 2025-04-21
Prompt Injection
Attack Detection
Watermarking Technology

SoK: Knowledge is All You Need: Accelerating Last Mile Delivery for Automated Provenance-based Intrusion Detection with LLMs

Authors: Wenrui Cheng, Tiantian Zhu, Chunlin Xiong, Haofei Sun, Zijun Wang, Shunan Jing, Mingqi Lv, Yan Chen | Published: 2025-03-05 | Updated: 2025-04-28
RAG
Calculation of Output Harmfulness
Attack Detection

Risks of Practicing Large Language Models in Smart Grid: Threat Modeling and Validation

Authors: Jiangnan Li, Yingyuan Yang, Jinyuan Sun | Published: 2024-05-10 | Updated: 2025-04-21
LLM Performance Evaluation
Indirect Prompt Injection
Attack Detection

A Generative Framework for Low-Cost Result Validation of Machine Learning-as-a-Service Inference

Authors: Abhinav Kumar, Miguel A. Guirao Aguilera, Reza Tourani, Satyajayant Misra | Published: 2023-03-31 | Updated: 2024-04-25
DNN IP Protection Method
Attack Detection
Adaptive Adversarial Training

Attack detection based on machine learning algorithms for different variants of Spectre attacks and different Meltdown attack implementations

Authors: Zhongkai Tong, Ziyuan Zhu, Yusha Zhang, Yuxin Liu, Dan Meng | Published: 2022-08-30
Attack Detection
Feature Importance Analysis
Vulnerability detection

Automatic Mapping of Unstructured Cyber Threat Intelligence: An Experimental Study

Authors: Vittorio Orbinato, Mariarosaria Barbaraci, Roberto Natella, Domenico Cotroneo | Published: 2022-08-25
Cybersecurity
Attack Detection
Machine Learning

An anomaly detection approach for backdoored neural networks: face recognition as a case study

Authors: Alexander Unnervik, Sébastien Marcel | Published: 2022-08-22
Backdoor Attack
Attack Detection
Face Recognition System

Byzantines can also Learn from History: Fall of Centered Clipping in Federated Learning

Authors: Kerem Ozfatura, Emre Ozfatura, Alptekin Kupcu, Deniz Gunduz | Published: 2022-08-21 | Updated: 2024-01-01
Byzantine Resilience
Poisoning
Attack Detection

Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset

Authors: Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak | Published: 2022-08-20 | Updated: 2022-10-30
Training Protocol
Attack Detection
Machine Learning Technology