Information Security

S3ML: A Secure Serving System for Machine Learning Inference

Authors: Junming Ma, Chaofan Yu, Aihui Zhou, Bingzhe Wu, Xibin Wu, Xingyu Chen, Xiangqun Chen, Lei Wang, Donggang Cao | Published: 2020-10-13
SGX Application Development
Information Security
Machine Learning
2020.10.13 2025.05.28
Literature Database

Security and Privacy Considerations for Machine Learning Models Deployed in the Government and Public Sector (white paper)

Authors: Nader Sehatbakhsh, Ellie Daw, Onur Savas, Amin Hassanzadeh, Ian McCulloh | Published: 2020-10-12
Information Security
Threat Model
2020.10.12 2025.05.28
Literature Database

Detection of Iterative Adversarial Attacks via Counter Attack

Authors: Matthias Rottmann, Kira Maag, Mathis Peyron, Natasa Krejic, Hanno Gottschalk | Published: 2020-09-23 | Updated: 2021-03-23
Robustness
Information Security
Selection and Evaluation of Optimization Algorithms
2020.09.23 2025.05.28
Literature Database

FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Authors: Swanand Kadhe, Nived Rajaraman, O. Ozan Koyluoglu, Kannan Ramchandran | Published: 2020-09-23
Privacy Enhancing Technology
Information Security
Communication Efficiency
2020.09.23 2025.05.28
Literature Database

Phishing Detection Using Machine Learning Techniques

Authors: Vahid Shahrivari, Mohammad Mahdi Darabi, Mohammad Izadi | Published: 2020-09-20
Performance Evaluation
Malicious Website Detection
Information Security
2020.09.20 2025.05.28
Literature Database

Fingerprinting the Fingerprinters: Learning to Detect Browser Fingerprinting Behaviors

Authors: Umar Iqbal, Steven Englehardt, Zubair Shafiq | Published: 2020-08-11
Watermarking
Data Extraction and Analysis
Information Security
2020.08.11 2025.05.28
Literature Database

Detection and Analysis of Drive-by Downloads and Malicious Websites

Authors: Saeed Ibrahim, Nawwaf Al Herami, Ebrahim Al Naqbi, Monther Aldwairi | Published: 2020-02-19 | Updated: 2020-04-09
Malware Detection
Information Security
Feature Extraction Method
2020.02.19 2025.05.28
Literature Database

Intelligent Methods for Accurately Detecting Phishing Websites

Authors: Almaha Abuzuraiq, Mouhammd Alkasassbeh, Mohammad Almseidin | Published: 2020-01-19
Information Security
Machine Learning Algorithm
Feature Extraction Method
2020.01.19 2025.05.28
Literature Database

Assessing Supply Chain Cyber Risks

Authors: Alberto Redondo, Alberto Torres-Barrán, David Ríos Insua, Jordi Domingo | Published: 2019-11-26
Risk Management
Information Security
Attack Type
2019.11.26 2025.05.28
Literature Database

Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks

Authors: Aditya Golatkar, Alessandro Achille, Stefano Soatto | Published: 2019-11-12 | Updated: 2020-03-31
Trigger Detection
Machine learning
Information Security
2019.11.12 2025.05.28
Literature Database
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