Security Analysis

A Blockchain Solution for Collaborative Machine Learning over IoT

Authors: Carlos Beis-Penedo, Francisco Troncoso-Pastoriza, Rebeca P. Díaz-Redondo, Ana Fernández-Vilas, Manuel Fernández-Veiga, Martín González Soto | Published: 2023-11-23
Security Analysis
Privacy Protection
Machine Learning Method
2023.11.23 2025.05.28
Literature Database

Enhancing Malware Detection by Integrating Machine Learning with Cuckoo Sandbox

Authors: Amaal F. Alshmarni, Mohammed A. Alliheedi | Published: 2023-11-07
Security Analysis
Dataset Generation
Deep Learning Method
2023.11.07 2025.05.28
Literature Database

Software Repositories and Machine Learning Research in Cyber Security

Authors: Mounika Vanamala, Keith Bryant, Alex Caravella | Published: 2023-11-01
Security Analysis
Software Security
Topic Modeling
2023.11.01 2025.05.28
Literature Database

Security Challenges for Cloud or Fog Computing-Based AI Applications

Authors: Amir Pakmehr, Andreas Aßmuth, Christoph P. Neumann, Gerald Pirkl | Published: 2023-10-30 | Updated: 2023-12-20
Edge Computing
Security Analysis
Data Leakage
2023.10.30 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

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

Robust and Actively Secure Serverless Collaborative Learning

Authors: Olive Franzese, Adam Dziedzic, Christopher A. Choquette-Choo, Mark R. Thomas, Muhammad Ahmad Kaleem, Stephan Rabanser, Congyu Fang, Somesh Jha, Nicolas Papernot, Xiao Wang | Published: 2023-10-25
Security Analysis
Byzantine Resilience
Computational Efficiency
2023.10.25 2025.05.28
Literature Database

Enhancing Large Language Models for Secure Code Generation: A Dataset-driven Study on Vulnerability Mitigation

Authors: Jiexin Wang, Liuwen Cao, Xitong Luo, Zhiping Zhou, Jiayuan Xie, Adam Jatowt, Yi Cai | Published: 2023-10-25
Security Analysis
Software Security
Prompt Injection
2023.10.25 2025.05.28
Literature Database

Critical Path Prioritization Dashboard for Alert-driven Attack Graphs

Authors: Sònia Leal Díaz, Sergio Pastrana, Azqa Nadeem | Published: 2023-10-19
Security Analysis
User Experience Evaluation
Attack Graph Generation
2023.10.19 2025.05.28
Literature Database

The Efficacy of Transformer-based Adversarial Attacks in Security Domains

Authors: Kunyang Li, Kyle Domico, Jean-Charles Noirot Ferrand, Patrick McDaniel | Published: 2023-10-17
Security Analysis
Model Design
Adversarial Example
2023.10.17 2025.05.28
Literature Database
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