AIセキュリティポータルbot

Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions

Authors: Abdulrahman Diaa, Lucas Fenaux, Thomas Humphries, Marian Dietz, Faezeh Ebrahimianghazani, Bailey Kacsmar, Xinda Li, Nils Lukas, Rasoul Akhavan Mahdavi, Simon Oya, Ehsan Amjadian, Florian Kerschbaum | Published: 2023-06-14 | Updated: 2024-04-16
Algorithm
Membership Inference
Computational Efficiency
2023.06.14 2025.05.28
Literature Database

Fairness and Privacy-Preserving in Federated Learning: A Survey

Authors: Taki Hasan Rafi, Faiza Anan Noor, Tahmid Hussain, Dong-Kyu Chae | Published: 2023-06-14 | Updated: 2023-07-14
Privacy Technique
Poisoning
Federated Learning
2023.06.14 2025.05.28
Literature Database

Is there a Trojan! : Literature survey and critical evaluation of the latest ML based modern intrusion detection systems in IoT environments

Authors: Vishal Karanam | Published: 2023-06-14
Security Analysis
Model Performance Evaluation
Machine Learning Technology
2023.06.14 2025.05.28
Literature Database

Protecting User Privacy in Remote Conversational Systems: A Privacy-Preserving framework based on text sanitization

Authors: Zhigang Kan, Linbo Qiao, Hao Yu, Liwen Peng, Yifu Gao, Dongsheng Li | Published: 2023-06-14
Data Protection Method
Privacy Technique
Information Extraction
2023.06.14 2025.05.28
Literature Database

ChatGPT vs. Lightweight Security: First Work Implementing the NIST Cryptographic Standard ASCON

Authors: Alvaro Cintas-Canto, Jasmin Kaur, Mehran Mozaffari-Kermani, Reza Azarderakhsh | Published: 2023-06-13
Algorithm
Resource Scarcity Issues
Cryptography
2023.06.13 2025.05.28
Literature Database

Theoretical Foundations of Adversarially Robust Learning

Authors: Omar Montasser | Published: 2023-06-13
Poisoning
Robustness Evaluation
Adversarial Example
2023.06.13 2025.05.28
Literature Database

Few-shot Multi-domain Knowledge Rearming for Context-aware Defence against Advanced Persistent Threats

Authors: Gaolei Li, Yuanyuan Zhao, Wenqi Wei, Yuchen Liu | Published: 2023-06-13 | Updated: 2023-06-14
APT Defense Techniques
Attack Method
Malware Detection with Limited Samples
2023.06.13 2025.05.28
Literature Database

Differentially Private One Permutation Hashing and Bin-wise Consistent Weighted Sampling

Authors: Xiaoyun Li, Ping Li | Published: 2023-06-13
Data Privacy Assessment
Data Protection Method
Privacy Technique
2023.06.13 2025.05.28
Literature Database

SRATTA : Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning

Authors: Tanguy Marchand, Régis Loeb, Ulysse Marteau-Ferey, Jean Ogier du Terrail, Arthur Pignet | Published: 2023-06-13
Poisoning
Malicious Client
Federated Learning
2023.06.13 2025.05.28
Literature Database

Intrusion Detection: A Deep Learning Approach

Authors: Ishaan Shivhare, Joy Purohit, Vinay Jogani, Samina Attari, Madhav Chandane | Published: 2023-06-13
LSTM Model Performance Evaluation
Classification Pattern Analysis
Automated Intrusion Detection System
2023.06.13 2025.05.28
Literature Database
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