AIセキュリティポータルbot

Masked Language Model Based Textual Adversarial Example Detection

Authors: Xiaomei Zhang, Zhaoxi Zhang, Qi Zhong, Xufei Zheng, Yanjun Zhang, Shengshan Hu, Leo Yu Zhang | Published: 2023-04-18 | Updated: 2024-01-28
DNN IP Protection Method
Text Generation Method
Generative Adversarial Network

AI Product Security: A Primer for Developers

Authors: Ebenezer R. H. P. Isaac, Jim Reno | Published: 2023-04-18
Security Analysis
Privacy Technique
Compliance with Ethical Guidelines

An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph

Authors: Nafis Tanveer Islam, Gonzalo De La Torre Parra, Dylan Manuel, Elias Bou-Harb, Peyman Najafirad | Published: 2023-04-17
Experimental Validation
Vulnerability detection
evaluation metrics

Crossing Roads of Federated Learning and Smart Grids: Overview, Challenges, and Perspectives

Authors: Hafsa Bousbiat, Roumaysa Bousselidj, Yassine Himeur, Abbes Amira, Faycal Bensaali, Fodil Fadli, Wathiq Mansoor, Wilfried Elmenreich | Published: 2023-04-17
Energy-Based Model
Security Analysis
Privacy Technique

Uncharted Territory: Energy Attacks in the Battery-less Internet of Things

Authors: Luca Mottola, Arslan Hameed, Thiemo Voigt | Published: 2023-04-17 | Updated: 2023-07-17
Energy-Based Model
Network Threat Detection
Vulnerability Mitigation Technique

A Randomized Approach for Tight Privacy Accounting

Authors: Jiachen T. Wang, Saeed Mahloujifar, Tong Wu, Ruoxi Jia, Prateek Mittal | Published: 2023-04-17 | Updated: 2023-11-21
Privacy Analysis
Privacy Technique
Statistical Methods

Few-shot Weakly-supervised Cybersecurity Anomaly Detection

Authors: Rahul Kale, Vrizlynn L. L. Thing | Published: 2023-04-15
Few-Shot Learning
Data Generation
Training Data Generation

Combining Generators of Adversarial Malware Examples to Increase Evasion Rate

Authors: Matouš Kozák, Martin Jureček | Published: 2023-04-14
Program Verification
Malware Detection Method
Generative Adversarial Network

Automated Mapping of CVE Vulnerability Records to MITRE CWE Weaknesses

Authors: Ashraf Haddad, Najwa Aaraj, Preslav Nakov, Septimiu Fabian Mare | Published: 2023-04-13
Security Analysis
Dataset Generation
Natural Language Processing

Understanding Overfitting in Adversarial Training via Kernel Regression

Authors: Teng Zhang, Kang Li | Published: 2023-04-13 | Updated: 2023-04-19
Watermarking
Robustness
Regularization