Dataset evaluation

On the Use of Fine-grained Vulnerable Code Statements for Software Vulnerability Assessment Models

Authors: Triet H. M. Le, M. Ali Babar | Published: 2022-03-16
Dataset evaluation
Vulnerability Attack Method
Evaluation Method
2022.03.16 2025.05.28
Literature Database

Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling

Authors: Tiantian Feng, Shrikanth Narayanan | Published: 2022-03-15
Dataset evaluation
Privacy Enhancing Technology
Semi-Supervised Learning
2022.03.15 2025.05.28
Literature Database

Threat Detection for General Social Engineering Attack Using Machine Learning Techniques

Authors: Zuoguang Wang, Yimo Ren, Hongsong Zhu, Limin Sun | Published: 2022-03-15 | Updated: 2022-03-17
Dataset evaluation
Performance Evaluation Metrics
Feature Selection Method
2022.03.15 2025.05.28
Literature Database

Explaining RADAR features for detecting spoofing attacks in Connected Autonomous Vehicles

Authors: Nidhi Rastogi, Sara Rampazzi, Michael Clifford, Miriam Heller, Matthew Bishop, Karl Levitt | Published: 2022-03-01
Dataset evaluation
Model Design and Accuracy
Vulnerabilities in Autonomous Driving Technology
2022.03.01 2025.05.28
Literature Database

Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation

Authors: Wenxiao Wang, Alexander Levine, Soheil Feizi | Published: 2022-02-05 | Updated: 2022-07-14
Dataset evaluation
Poisoning
Robustness Evaluation
2022.02.05 2025.05.28
Literature Database

Improving the Reliability of Network Intrusion Detection Systems through Dataset Integration

Authors: Roberto Magán-Carrión, Daniel Urda, Ignacio Díaz-Cano, Bernabé Dorronsoro | Published: 2021-12-02
Dataset evaluation
Data Preprocessing
Generalization Performance
2021.12.02 2025.05.28
Literature Database

Benchmark Static API Call Datasets for Malware Family Classification

Authors: Berkant Düzgün, Aykut Çayır, Ferhat Demirkıran, Ceyda Nur Kahya, Buket Gençaydın, Hasan Dağ | Published: 2021-11-30 | Updated: 2022-08-04
Dataset evaluation
Malware Detection Method
Static Analysis
2021.11.30 2025.05.28
Literature Database

Needle in a Haystack: Detecting Subtle Malicious Edits to Additive Manufacturing G-code Files

Authors: Caleb Beckwith, Harsh Sankar Naicker, Svara Mehta, Viba R. Udupa, Nghia Tri Nim, Varun Gadre, Hammond Pearce, Gary Mac, Nikhil Gupta | Published: 2021-11-24
Dataset evaluation
Data Integrity Constraints
Machine Learning Application
2021.11.24 2025.05.28
Literature Database

Is this IoT Device Likely to be Secure? Risk Score Prediction for IoT Devices Using Gradient Boosting Machines

Authors: Carlos A. Rivera Alvarez, Arash Shaghaghi, David D. Nguyen, Salil S. Kanhere | Published: 2021-11-23
Dataset evaluation
Model Selection Method
Risk Assessment Method
2021.11.23 2025.05.28
Literature Database

On the Importance of Difficulty Calibration in Membership Inference Attacks

Authors: Lauren Watson, Chuan Guo, Graham Cormode, Alex Sablayrolles | Published: 2021-11-15 | Updated: 2022-04-11
Dataset evaluation
Membership Inference
High Difficulty Sample
2021.11.15 2025.05.28
Literature Database
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