Literature Database

ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization

Authors: Xiangyi Chen, Sijia Liu, Kaidi Xu, Xingguo Li, Xue Lin, Mingyi Hong, David Cox | Published: 2019-10-15 | Updated: 2019-10-16
Adversarial Example
Machine Learning Algorithm
Design Optimization Methods
2019.10.15 2025.05.28
Literature Database

Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection

Authors: Qian Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges | Published: 2019-10-15
Cyber Threat
Ransomware Assessment
Feature Selection Method
2019.10.15 2025.05.28
Literature Database

SCAFFOLD: Stochastic Controlled Averaging for Federated Learning

Authors: Sai Praneeth Karimireddy, Satyen Kale, Mehryar Mohri, Sashank J. Reddi, Sebastian U. Stich, Ananda Theertha Suresh | Published: 2019-10-14 | Updated: 2021-04-09
Client Selection Method
Optimization Strategy
Federated Learning
2019.10.14 2025.05.28
Literature Database

Using Lexical Features for Malicious URL Detection — A Machine Learning Approach

Authors: Apoorva Joshi, Levi Lloyd, Paul Westin, Srini Seethapathy | Published: 2019-10-14
Cyber Threat
Malicious Website Detection
Machine Learning Algorithm
2019.10.14 2025.05.28
Literature Database

Using AI/ML to gain situational understanding from passive network observations

Authors: D. Verma, S. Calo | Published: 2019-10-14
Cyber Threat
System Observability
Data Collection
2019.10.14 2025.05.28
Literature Database

Confidence-Calibrated Adversarial Training: Generalizing to Unseen Attacks

Authors: David Stutz, Matthias Hein, Bernt Schiele | Published: 2019-10-14 | Updated: 2020-06-30
Poisoning
Attack Evaluation
Adversarial Attack Methods
2019.10.14 2025.05.28
Literature Database

Comment on “AndrODet: An adaptive Android obfuscation detector”

Authors: Alireza Mohammadinodooshan, Ulf Kargén, Nahid Shahmehri | Published: 2019-10-14 | Updated: 2020-01-18
Software Security
Experimental Validation
Machine Learning Algorithm
2019.10.14 2025.05.28
Literature Database

Eavesdrop the Composition Proportion of Training Labels in Federated Learning

Authors: Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu | Published: 2019-10-14 | Updated: 2019-10-27
Backdoor Attack
Poisoning
Attack Evaluation
2019.10.14 2025.05.28
Literature Database

Reliable Federated Learning for Mobile Networks

Authors: Jiawen Kang, Zehui Xiong, Dusit Niyato, Yuze Zou, Yang Zhang, Mohsen Guizani | Published: 2019-10-14
Client Contribution Assessment
Blockchain Integration
Trust Evaluation
2019.10.14 2025.05.28
Literature Database

Policy Poisoning in Batch Reinforcement Learning and Control

Authors: Yuzhe Ma, Xuezhou Zhang, Wen Sun, Xiaojin Zhu | Published: 2019-10-13 | Updated: 2019-10-31
Reinforcement Learning Environment
Attack Evaluation
Attackers and Malicious Devices
2019.10.13 2025.05.28
Literature Database
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