Security label

Rethinking Privacy in Machine Learning Pipelines from an Information Flow Control Perspective

Authors: Lukas Wutschitz, Boris Köpf, Andrew Paverd, Saravan Rajmohan, Ahmed Salem, Shruti Tople, Santiago Zanella-Béguelin, Menglin Xia, Victor Rühle | Published: 2023-11-27
Security label
Privacy Protection
Information Flow Control
2023.11.27 2025.05.28
Literature Database

MLSMM: Machine Learning Security Maturity Model

Authors: Felix Jedrzejewski, Davide Fucci, Oleksandr Adamov | Published: 2023-06-28
AI Compliance
Security label
Threat modeling
2023.06.28 2025.05.28
Literature Database

DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection

Authors: Yizheng Chen, Zhoujie Ding, Lamya Alowain, Xinyun Chen, David Wagner | Published: 2023-04-01 | Updated: 2023-08-09
Security label
Prompt Injection
Vulnerability detection
2023.04.01 2025.05.28
Literature Database

Do Software Security Practices Yield Fewer Vulnerabilities?

Authors: Nusrat Zahan, Shohanuzzaman Shohan, Dan Harris, Laurie Williams | Published: 2022-10-20 | Updated: 2023-06-15
Security label
Data Extraction and Analysis
Dynamic Vulnerability Management
2022.10.20 2025.05.28
Literature Database

Anomaly detection optimization using big data and deep learning to reduce false-positive

Authors: Khloud Al Jallad, Mohamad Aljnidi, Mohammad Said Desouki | Published: 2022-09-28
Security label
Data Protection Method
Deep Learning Method
2022.09.28 2025.05.28
Literature Database

Talking Trojan: Analyzing an Industry-Wide Disclosure

Authors: Nicholas Boucher, Ross Anderson | Published: 2022-09-22
Open Source Disclosure
Security label
Vulnerability Attack Method
2022.09.22 2025.05.28
Literature Database

Perun: Secure Multi-Stakeholder Machine Learning Framework with GPU Support

Authors: Wojciech Ozga, Do Le Quoc, Christof Fetzer | Published: 2021-03-31
Security label
Data Protection Method
Data Integrity Constraints
2021.03.31 2025.05.28
Literature Database

Adversarial Machine Learning — Industry Perspectives

Authors: Ram Shankar Siva Kumar, Magnus Nyström, John Lambert, Andrew Marshall, Mario Goertzel, Andi Comissoneru, Matt Swann, Sharon Xia | Published: 2020-02-04 | Updated: 2021-03-19
Security Testing
Security label
Membership Inference
2020.02.04 2025.05.28
Literature Database

Deep Learning Based Android Malware Detection Framework

Authors: Soumya Sourav, Devashish Khulbe, Naman Kapoor | Published: 2019-12-10
Security label
Malicious Website Detection
Deep Learning
2019.12.10 2025.05.28
Literature Database