Literature Database

Modified Genetic Algorithm for Feature Selection and Hyper Parameter Optimization: Case of XGBoost in Spam Prediction

Authors: Nazeeh Ghatasheh, Ismail Altaharwa, Khaled Aldebei | Published: 2023-10-30
Spam Detection
Selection and Evaluation of Optimization Algorithms
Computational Efficiency
2023.10.30 2025.05.28
Literature Database

Label-Only Model Inversion Attacks via Knowledge Transfer

Authors: Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung | Published: 2023-10-30
Privacy Technique
Attack Evaluation
Deep Learning Method
2023.10.30 2025.05.28
Literature Database

Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data

Authors: Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan Lavista Ferres, Rafael de Sousa | Published: 2023-10-30
Data Generation
Privacy Technique
Experimental Validation
2023.10.30 2025.05.28
Literature Database

From Chatbots to PhishBots? — Preventing Phishing scams created using ChatGPT, Google Bard and Claude

Authors: Sayak Saha Roy, Poojitha Thota, Krishna Vamsi Naragam, Shirin Nilizadeh | Published: 2023-10-29 | Updated: 2024-03-10
Dataset Generation
Detection Rate of Phishing Attacks
Prompt Injection
2023.10.29 2025.05.28
Literature Database

Poisoning Retrieval Corpora by Injecting Adversarial Passages

Authors: Zexuan Zhong, Ziqing Huang, Alexander Wettig, Danqi Chen | Published: 2023-10-29
Poisoning attack on RAG
Poisoning
Adversarial Example
2023.10.29 2025.05.28
Literature Database

Label Poisoning is All You Need

Authors: Rishi D. Jha, Jonathan Hayase, Sewoong Oh | Published: 2023-10-29
Security Analysis
Backdoor Attack
Classification of Malicious Actors
2023.10.29 2025.05.28
Literature Database

Temperature Monitoring of Agricultural Areas in a Secure Data Room

Authors: Thomas Ederer, Martin Ivancsits, Igor Ivkić | Published: 2023-10-27
Citizen Science
Climate Data Collection
Climate Information
2023.10.27 2025.05.28
Literature Database

PubDef: Defending Against Transfer Attacks From Public Models

Authors: Chawin Sitawarin, Jaewon Chang, David Huang, Wesson Altoyan, David Wagner | Published: 2023-10-26 | Updated: 2024-03-17
Adversarial attack
Adversarial Training
Defense Method
2023.10.26 2025.05.28
Literature Database

Instability of computer vision models is a necessary result of the task itself

Authors: Oliver Turnbull, George Cevora | Published: 2023-10-26
Robustness Evaluation
Adversarial Example
Dimensionality Reduction Method
2023.10.26 2025.05.28
Literature Database

A Method for Network Intrusion Detection Using Flow Sequence and BERT Framework

Authors: Loc Gia Nguyen, Kohei Watabe | Published: 2023-10-26
Security Analysis
Model Design
Adversarial Attack Detection
2023.10.26 2025.05.28
Literature Database
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