Dataset Generation

Large Language Models for Code Analysis: Do LLMs Really Do Their Job?

Authors: Chongzhou Fang, Ning Miao, Shaurya Srivastav, Jialin Liu, Ruoyu Zhang, Ruijie Fang, Asmita, Ryan Tsang, Najmeh Nazari, Han Wang, Houman Homayoun | Published: 2023-10-18 | Updated: 2024-03-05
Dataset Generation
Program Analysis
Prompt Injection
2023.10.18 2025.05.28
Literature Database

MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers

Authors: Robert J. Joyce, Edward Raff, Charles Nicholas, James Holt | Published: 2023-10-18
Dataset Generation
Token Processing and Collection
Malware Classification
2023.10.18 2025.05.28
Literature Database

Risk-Aware and Explainable Framework for Ensuring Guaranteed Coverage in Evolving Hardware Trojan Detection

Authors: Rahul Vishwakarma, Amin Rezaei | Published: 2023-10-14
Dataset Generation
Trojan Detection
Quantification of Uncertainty
2023.10.14 2025.05.28
Literature Database

Data-Free Model Extraction Attacks in the Context of Object Detection

Authors: Harshit Shah, Aravindhan G, Pavan Kulkarni, Yuvaraj Govidarajulu, Manojkumar Parmar | Published: 2023-08-09
Dataset Generation
Model Extraction Attack
Adversarial Example
2023.08.09 2025.05.28
Literature Database

Metadata-based Malware Detection on Android using Machine Learning

Authors: Alexander Hefter, Christoph Sendner, Alexandra Dmitrienko | Published: 2023-07-17
Dataset Generation
Malware Detection Method
Machine Learning Method
2023.07.17 2025.05.28
Literature Database

A Machine Learning based Empirical Evaluation of Cyber Threat Actors High Level Attack Patterns over Low level Attack Patterns in Attributing Attacks

Authors: Umara Noor, Sawera Shahid, Rimsha Kanwal, Zahid Rashid | Published: 2023-07-17
Dataset Generation
Machine Learning Technology
Threat modeling
2023.07.17 2025.05.28
Literature Database

Real-time Traffic Classification for 5G NSA Encrypted Data Flows With Physical Channel Records

Authors: Xiao Fei, Philippe Martins, Jialiang Lu | Published: 2023-07-15
Dataset Generation
Time Window Analysis
Machine Learning Method
2023.07.15 2025.05.28
Literature Database

Time for aCTIon: Automated Analysis of Cyber Threat Intelligence in the Wild

Authors: Giuseppe Siracusano, Davide Sanvito, Roberto Gonzalez, Manikantan Srinivasan, Sivakaman Kamatchi, Wataru Takahashi, Masaru Kawakita, Takahiro Kakumaru, Roberto Bifulco | Published: 2023-07-14
Dataset Generation
Prompt Injection
Attack Pattern Extraction
2023.07.14 2025.05.28
Literature Database

Student Assessment in Cybersecurity Training Automated by Pattern Mining and Clustering

Authors: Valdemar Švábenský, Jan Vykopal, Pavel Čeleda, Kristián Tkáčik, Daniel Popovič | Published: 2023-07-13
Security Analysis
Dataset Generation
Educational Data Mining
2023.07.13 2025.05.28
Literature Database

Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning

Authors: Tamas Madl, Weijie Xu, Olivia Choudhury, Matthew Howard | Published: 2023-07-04
Algorithm Design
Dataset Generation
Data Obfuscation
2023.07.04 2025.05.28
Literature Database
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