AIセキュリティポータルbot

Analysis of Anomalies in the Internet Traffic Observed at the Campus Network Gateway

Authors: Veronica del Carmen Estrada | Published: 2017-06-10
TCP Session Management
Data Collection
Anomaly Detection Algorithm

Certified Defenses for Data Poisoning Attacks

Authors: Jacob Steinhardt, Pang Wei Koh, Percy Liang | Published: 2017-06-09 | Updated: 2017-11-24
Poisoning
Optimization Problem
Detection of Poisonous Data

A Mean-Field Stackelberg Game Approach for Obfuscation Adoption in Empirical Risk Minimization

Authors: Jeffrey Pawlick, Quanyan Zhu | Published: 2017-06-08 | Updated: 2017-10-16
Privacy Protection Mechanism
Privacy Issues
Differential Privacy

Localization of JPEG double compression through multi-domain convolutional neural networks

Authors: Irene Amerini, Tiberio Uricchio, Lamberto Ballan, Roberto Caldelli | Published: 2017-06-06
Data Flow Analysis
Model Architecture
Image Forensics

Adversarial-Playground: A Visualization Suite for Adversarial Sample Generation

Authors: Andrew Norton, Yanjun Qi | Published: 2017-06-06 | Updated: 2017-06-16
Certified Robustness
Attack Type
Adversarial Learning

Context-aware, Adaptive and Scalable Android Malware Detection through Online Learning (extended version)

Authors: Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu | Published: 2017-06-03 | Updated: 2017-07-06
Online Learning
Privacy Issues
Feature Selection

MagNet: a Two-Pronged Defense against Adversarial Examples

Authors: Dongyu Meng, Hao Chen | Published: 2017-05-25 | Updated: 2017-09-11
Attack Type
Adversarial Example Detection
Effectiveness Analysis of Defense Methods

Detecting Malignant TLS Servers Using Machine Learning Techniques

Authors: Sankalp Bagaria, R. Balaji, B. S. Bindhumadhava | Published: 2017-05-25
Protocol Procedure
Malicious Client
Feature Selection

Anti-spoofing Methods for Automatic SpeakerVerification System

Authors: Galina Lavrentyeva, Sergey Novoselov, Konstantin Simonchik | Published: 2017-05-24
Detection of Deepfakes
Unknown Attack Detection
Speech Recognition System

Audio-replay attack detection countermeasures

Authors: Galina Lavrentyeva, Sergey Novoselov, Egor Malykh, Alexander Kozlov, Oleg Kudashev, Vadim Shchemelinin | Published: 2017-05-24
Gaussian Mixture Model
Model Architecture
Speech Recognition System