AIセキュリティポータルbot

Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems

Authors: Min Wang, Song Wang, Jiankun Hu | Published: 2022-03-31
EEG Biometrics
Privacy Enhancing Technology
Signal Analysis

Spy in the GPU-box: Covert and Side Channel Attacks on Multi-GPU Systems

Authors: Sankha Baran Dutta, Hoda Naghibijouybari, Arjun Gupta, Nael Abu-Ghazaleh, Andres Marquez, Kevin Barker | Published: 2022-03-30
GPU Vulnerability
Privacy Protection Method
Physical attack

NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models

Authors: Simin Chen, Zihe Song, Mirazul Haque, Cong Liu, Wei Yang | Published: 2022-03-29
Model DoS
Adversarial Example
Adversarial Learning

Attacker Attribution of Audio Deepfakes

Authors: Nicolas M. Müller, Franziska Dieckmann, Jennifer Williams | Published: 2022-03-28
Clustering methods
Membership Inference
Speech Synthesis Technology

Distributed data analytics

Authors: Richard Mortier, Hamed Haddadi, Sandra Servia, Liang Wang | Published: 2022-03-26
Backdoor Attack
Privacy Protection
Communication Model

Trojan Horse Training for Breaking Defenses against Backdoor Attacks in Deep Learning

Authors: Arezoo Rajabi, Bhaskar Ramasubramanian, Radha Poovendran | Published: 2022-03-25
Trojan Horse Signature
Knowledge Distillation
Defense Method

Email Summarization to Assist Users in Phishing Identification

Authors: Amir Kashapov, Tingmin Wu, Alsharif Abuadbba, Carsten Rudolph | Published: 2022-03-24
Business Email Compromise
Email Security
Defense Method

MERLIN — Malware Evasion with Reinforcement LearnINg

Authors: Tony Quertier, Benjamin Marais, Stéphane Morucci, Bertrand Fournel | Published: 2022-03-24 | Updated: 2022-03-30
Privacy Protection
Reinforcement Learning Algorithm
Defense Method

Powerful Physical Adversarial Examples Against Practical Face Recognition Systems

Authors: Inderjeet Singh, Toshinori Araki, Kazuya Kakizaki | Published: 2022-03-23
Smoothness Penalty
Physical attack
Face Recognition

Ethereum Fraud Detection with Heterogeneous Graph Neural Networks

Authors: Hiroki Kanezashi, Toyotaro Suzumura, Xin Liu, Takahiro Hirofuchi | Published: 2022-03-23 | Updated: 2022-07-04
Model Selection
Link Prediction Method
Structural Learning