AIセキュリティポータルbot

A Survey of Data Security: Practices from Cybersecurity and Challenges of Machine Learning

Authors: Padmaksha Roy, Jaganmohan Chandrasekaran, Erin Lanus, Laura Freeman, Jeremy Werner | Published: 2023-10-06 | Updated: 2023-12-04
Data Protection Method
Privacy Protection Method
Poisoning
2023.10.06 2025.05.28
Literature Database

Risk factor aggregation and stress testing

Authors: Natalie Packham | Published: 2023-10-06
Clustering methods
Data Collection
Machine Learning Method
2023.10.06 2025.05.28
Literature Database

Assessing Robustness via Score-Based Adversarial Image Generation

Authors: Marcel Kollovieh, Lukas Gosch, Yan Scholten, Marten Lienen, Stephan Günnemann | Published: 2023-10-06
Data Generation
Experimental Validation
Defense Method
2023.10.06 2025.05.28
Literature Database

Threat Trekker: An Approach to Cyber Threat Hunting

Authors: Ángel Casanova Bienzobas, Alfonso Sánchez-Macián | Published: 2023-10-06
Class Imbalance
Data Collection
Machine Learning Method
2023.10.06 2025.05.28
Literature Database

Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

Authors: Xiangyu Qi, Yi Zeng, Tinghao Xie, Pin-Yu Chen, Ruoxi Jia, Prateek Mittal, Peter Henderson | Published: 2023-10-05
Data Collection
Prompt Injection
Information Gathering Methods
2023.10.05 2025.05.28
Literature Database

SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks

Authors: Alexander Robey, Eric Wong, Hamed Hassani, George J. Pappas | Published: 2023-10-05 | Updated: 2024-06-11
LLM Performance Evaluation
Prompt Injection
Defense Method
2023.10.05 2025.05.28
Literature Database

The Anatomy of Deception: Technical and Human Perspectives on a Large-scale Phishing Campaign

Authors: Anargyros Chrysanthou, Yorgos Pantis, Constantinos Patsakis | Published: 2023-10-05
Data Collection
User Activity Analysis
Victim Statistics
2023.10.05 2025.05.28
Literature Database

Misusing Tools in Large Language Models With Visual Adversarial Examples

Authors: Xiaohan Fu, Zihan Wang, Shuheng Li, Rajesh K. Gupta, Niloofar Mireshghallah, Taylor Berg-Kirkpatrick, Earlence Fernandes | Published: 2023-10-04
LLM Performance Evaluation
Prompt Injection
Adversarial Example
2023.10.04 2025.05.28
Literature Database

Raze to the Ground: Query-Efficient Adversarial HTML Attacks on Machine-Learning Phishing Webpage Detectors

Authors: Biagio Montaruli, Luca Demetrio, Maura Pintor, Luca Compagna, Davide Balzarotti, Battista Biggio | Published: 2023-10-04 | Updated: 2023-10-14
Phishing
Poisoning
Machine Learning Method
2023.10.04 2025.05.28
Literature Database

Crossed-IoT device portability of Electromagnetic Side Channel Analysis: Challenges and Dataset

Authors: Tharindu Lakshan Yasarathna, Lojenaa Navanesan, Simon Barque, Assanka Sayakkara, Nhien-An Le-Khac | Published: 2023-10-04
Watermarking
Cross-Device Analysis
Classification Pattern Analysis
2023.10.04 2025.05.28
Literature Database
Next page