Dataset Generation

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

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

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

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

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

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

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

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

Externally validating the IoTDevID device identification methodology using the CIC IoT 2022 Dataset

Authors: Kahraman Kostas, Mike Just, Michael A. Lones | Published: 2023-07-03
Dataset Generation
Data Integrity Constraints
Machine Learning Method

TrojanNet: Detecting Trojans in Quantum Circuits using Machine Learning

Authors: Subrata Das, Swaroop Ghosh | Published: 2023-06-29
Dataset Generation
Optimization Methods
Quantum Cryptography Technology