セキュリティ保証

DarKnight: An Accelerated Framework for Privacy and Integrity Preserving Deep Learning Using Trusted Hardware

Authors: Hanieh Hashemi, Yongqin Wang, Murali Annavaram | Published: 2022-06-30
DNN IP保護手法
セキュリティ保証
プライバシーリスク管理

A New Security Boundary of Component Differentially Challenged XOR PUFs Against Machine Learning Modeling Attacks

Authors: Gaoxiang Li, Khalid T. Mursi, Ahmad O. Aseeri, Mohammed S. Alkatheiri, Yu Zhuang | Published: 2022-06-02
PUFの評価手法
セキュリティ保証
トレーニングプロトコル

R-HTDetector: Robust Hardware-Trojan Detection Based on Adversarial Training

Authors: Kento Hasegawa, Seira Hidano, Kohei Nozawa, Shinsaku Kiyomoto, Nozomu Togawa | Published: 2022-05-27
セキュリティ保証
トロイの木馬検出
特徴抽出手法

Spoofing Generalization: When Can’t You Trust Proprietary Models?

Authors: Ankur Moitra, Elchanan Mossel, Colin Sandon | Published: 2021-06-15 | Updated: 2022-03-23
セキュリティ保証
署名スキームの攻撃
計算複雑性

Towards Memory Safe Python Enclave for Security Sensitive Computation

Authors: Huibo Wang, Mingshen Sun, Qian Feng, Pei Wang, Tongxin Li, Yu Ding | Published: 2020-05-12
セキュリティ保証
プライバシー評価
脆弱性評価手法

Digit Recognition From Wrist Movements and Security Concerns with Smart Wrist Wearable IOT Devices

Authors: Lambert T. Leong, Sean Wiere | Published: 2020-04-22
セキュリティ保証
機械学習の役割
特徴エンジニアリング

Scalable and Secure Architecture for Distributed IoT Systems

Authors: Najmeddine Dhieb, Hakim Ghazzai, Hichem Besbes, Yehia Massoud | Published: 2020-04-20
セキュリティ保証
マルウェア分類
機械学習の役割

Boosting Privately: Privacy-Preserving Federated Extreme Boosting for Mobile Crowdsensing

Authors: Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal, Robert Deng | Published: 2019-07-24 | Updated: 2020-04-10
セキュリティ保証
プライバシー保護
性能評価