AIセキュリティポータルbot

Understanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset Distillation

Authors: Noel Loo, Ramin Hasani, Mathias Lechner, Alexander Amini, Daniela Rus | Published: 2023-02-02 | Updated: 2023-11-09
Privacy Enhancing Technology
Model Performance Evaluation
Reconstruction Durability
2023.02.02 2025.05.28
Literature Database

On the Efficacy of Differentially Private Few-shot Image Classification

Authors: Marlon Tobaben, Aliaksandra Shysheya, John Bronskill, Andrew Paverd, Shruti Tople, Santiago Zanella-Beguelin, Richard E Turner, Antti Honkela | Published: 2023-02-02 | Updated: 2023-12-19
Few-Shot Learning
Privacy Enhancing Technology
Model Performance Evaluation
2023.02.02 2025.05.28
Literature Database

In-Context Retrieval-Augmented Language Models

Authors: Ori Ram, Yoav Levine, Itay Dalmedigos, Dor Muhlgay, Amnon Shashua, Kevin Leyton-Brown, Yoav Shoham | Published: 2023-01-31 | Updated: 2023-08-01
RAG
Data Generation Method
Performance Evaluation
2023.01.31 2025.05.28
Literature Database

Detecting Unknown Encrypted Malicious Traffic in Real Time via Flow Interaction Graph Analysis

Authors: Chuanpu Fu, Qi Li, Ke Xu | Published: 2023-01-31
Data Collection
Encrypted Traffic Detection
Anomaly Detection Method
2023.01.31 2025.05.28
Literature Database

Machine Learning and Port Scans: A Systematic Review

Authors: Jason M. Pittman | Published: 2023-01-31
Automation of Cybersecurity
Data Collection
Vulnerability detection
2023.01.31 2025.05.28
Literature Database

Privacy Preserving Ultra-Short-term Wind Power Prediction Based on Secure Multi Party Computation

Authors: Hang Fan, Xiaoyu Fan, Tianyi Hao, Wei Wei, Kun Chen, Guosai Wang, Xiaofeng Jia, Yidong Li, Wei Xu | Published: 2023-01-31
Privacy Enhancing Technology
Participant Selection Method
Decision Tree
2023.01.31 2025.05.28
Literature Database

Robust Linear Regression: Gradient-descent, Early-stopping, and Beyond

Authors: Meyer Scetbon, Elvis Dohmatob | Published: 2023-01-31
Convergence Analysis
Optimization Methods
Linear Model
2023.01.31 2025.05.28
Literature Database

Behavioural Reports of Multi-Stage Malware

Authors: Marcus Carpenter, Chunbo Luo | Published: 2023-01-30
Data Collection
Model Performance Evaluation
Dynamic Analysis
2023.01.30 2025.05.28
Literature Database

Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness

Authors: Bao Gia Doan, Shuiqiao Yang, Paul Montague, Olivier De Vel, Tamas Abraham, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe | Published: 2023-01-30
Backdoor Attack
Bayesian Adversarial Learning
Poisoning
2023.01.30 2025.05.28
Literature Database

Deep Learning model integrity checking mechanism using watermarking technique

Authors: Shahinul Hoque, Farhin Farhad Riya, Yingyuan Yang, Jinyuan Sun | Published: 2023-01-29 | Updated: 2025-03-21
DNN IP Protection Method
Watermarking
Model Architecture
2023.01.29 2025.05.28
Literature Database
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